Transfer_Learning

Transfer_Learning

• 2021-10-15 SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer    Tu Vu, Brian Lester, Noah Constant, Rami Al-Rfou, Daniel Cer arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Pose  Language_Model  PDF
• 2021-10-14 Composable Sparse Fine-Tuning for Cross-Lingual Transfer    Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulić arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Sparse  Knowledge  Pose  Face  Inference  Language_Model  PDF
• 2021-10-14 Self-Supervised Learning by Estimating Twin Class Distributions    Feng Wang, Tao Kong, Rufeng Zhang, Huaping Liu, Hang Li arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Represenation_Learning  Self-Supervised  Classification  Detection  Prediction  PDF
• 2021-10-14 Multi-center, multi-vendor automated segmentation of left ventricular anatomy in contrast-enhanced MRI    Carla Sendra-Balcells, Víctor M. Campello, Carlos Martín-Isla, David Vilades Medel, Martín Luís Descalzo, Andrea Guala, José F. Rodríguez Palomares, Karim Lekadir arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Pose  PDF
• 2021-10-14 A Comprehensive Study on Torchvision Pre-trained Models for Fine-grained Inter-species Classification    Feras Albardi, H M Dipu Kabir, Md Mahbub Islam Bhuiyan, Parham M. Kebria, Abbas Khosravi, Saeid Nahavandi arXiv_CV arXiv_CV  Transfer_Learning  Classification  PDF
• 2021-10-13 MedNet: Pre-trained Convolutional Neural Network Model for the Medical Imaging Tasks    Laith Alzubaidi, J. Santamaría, Mohamed Manoufali, Beadaa Mohammed, Mohammed A. Fadhel, Jinglan Zhang, Ali H.Al-Timemy, Omran Al-Shamma, Ye Duan arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Classification  Deep_Learning  Medical  CNN  PDF
• 2021-10-13 Winning the ICCV'2021 VALUE Challenge: Task-aware Ensemble and Transfer Learning with Visual Concepts    Minchul Shin, Jonghwan Mun, Kyoung-Woon On, Woo-Young Kang, Gunsoo Han, Eun-Sol Kim arXiv_CV arXiv_CV  Transfer_Learning  Optimization  Represenation_Learning  Caption  QA  PDF
• 2021-10-12 Sm{aa}prat: DialoGPT for Natural Language Generation of Swedish Dialogue by Transfer Learning    Tosin Adewumi, Nosheen Abid, Maryam Pahlavan, Rickard Brännvall, Sana Sabah Sabry, Foteini Liwicki, Marcus Liwicki arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Face  Survey  Language_Model  QA  PDF
• 2021-10-12 Adapting TTS models For New Speakers using Transfer Learning    Paarth Neekhara, Jason Li, Boris Ginsburg arXiv_CL arXiv_CL  Transfer_Learning  Speech  PDF
• 2021-10-12 Detecting Damage Building Using Real-time Crowdsourced Images and Transfer Learning    Gaurav Chachra, Qingkai Kong, Jim Huang, Srujay Korlakunta, Jennifer Grannen, Alexander Robson, Richard Allen arXiv_CV arXiv_CV  Transfer_Learning  Deep_Learning  PDF
• 2021-10-11 Artificial Intelligence in Electric Machine Drives: Advances and Trends    Shen Zhang arXiv_AI arXiv_AI  Transfer_Learning  Review  Deep_Learning  PDF
• 2021-10-11 Investigating Transfer Learning Capabilities of Vision Transformers and CNNs by Fine-Tuning a Single Trainable Block    Durvesh Malpure, Onkar Litake, Rajesh Ingle arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Classification  CNN  PDF
• 2021-10-11 Performance Evaluation of Deep Transfer Learning on Multiclass Identification of Common Weed Species in Cotton Production Systems    Dong Chen, Yuzhen Lu, Zhaojiang Li, Sierra Young arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  PDF
• 2021-10-10 Hard instance learning for quantum adiabatic prime factorization    Jian Lin, Zhengfeng Zhang, Junping Zhang, Xiaopeng Li arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  PDF
• 2021-10-10 Unsupervised High-Fidelity Facial Texture Generation and Reconstruction    Ron Slossberg, Ibrahim Jubran, Ron Kimmel arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Transfer_Learning  3D  Knowledge  Pose  Quantitative  Attention  GAN  PDF
• 2021-10-09 Vector-quantized Image Modeling with Improved VQGAN    Jiahui Yu, Xin Li, Jing Yu Koh, Han Zhang, Ruoming Pang, James Qin, Alexander Ku, Yuanzhong Xu, Jason Baldridge, Yonghui Wu arXiv_CV arXiv_CV  Transformer  Reconstruction  Unsupervised  Transfer_Learning  Zero-Shot  Represenation_Learning  Pose  Few-Shot  GAN  Language_Model  Prediction  PDF
• 2021-10-08 Towards a Unified View of Parameter-Efficient Transfer Learning    Junxian He, Chunting Zhou, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig arXiv_CL arXiv_CL  Transfer_Learning  Text_Classification  Pose  Classification  Summarization  Language_Model  PDF
• 2021-10-08 VieSum: How Robust Are Transformer-based Models on Vietnamese Summarization?    Hieu Nguyen, Long Phan, James Anibal, Alec Peltekian, Hieu Tran arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Self-Supervised  Summarization  Text_Generation  PDF
• 2021-10-08 Combining Image Features and Patient Metadata to Enhance Transfer Learning    Spencer A. Thomas arXiv_CV arXiv_CV  Transfer_Learning  Enhancement  Classification  PDF
• 2021-10-08 A Study of Low-Resource Speech Commands Recognition based on Adversarial Reprogramming    Hao Yen, Pin-Jui Ku, Chao-Han Huck Yang, Hu Hu, Sabato Marco Siniscalchi, Pin-Yu Chen, Yu Tsao arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Adversarial  Speech  Pose  PDF
• 2021-10-07 Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0    Sameer Khurana, Antoine Laurent, James Glass arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Pose  Few-Shot  Speech_Recognition  PDF
• 2021-10-06 WHO-Hand Hygiene Gesture Classification System    Rashmi Bakshi arXiv_CV arXiv_CV  Transfer_Learning  Gesture  Classification  GAN  Prediction  PDF
• 2021-10-06 Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Image    Danilo Avola, Andrea Bacciu, Luigi Cinque, Alessio Fagioli, Marco Raoul Marini, Riccardo Taiello arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  PDF
• 2021-10-06 On The Transferability of Deep-Q Networks    Matthia Sabatelli, Pierre Geurts arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  PDF
• 2021-10-06 Deep Transfer Learning for Land Use Land Cover Classification: A Comparative Study    Raoof Naushad, Tarunpreet Kaur arXiv_CV arXiv_CV  Transfer_Learning  Pose  Action  Classification  Deep_Learning  Image_Classification  PDF
• 2021-10-06 A Review of Computer Vision Technologies for Fish Tracking    Zhenbo Li, Weiran Li, Fei Li arXiv_CV arXiv_CV  Tracking  Transfer_Learning  Review  Deep_Learning  Detection  PDF
• 2021-10-06 BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models    Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, Chun Fan arXiv_AI arXiv_AI  Transfer_Learning  Pose  Language_Model  Prediction  PDF
• 2021-10-06 PoNet: Pooling Network for Efficient Token Mixing in Long Sequences    Chao-Hong Tan, Qian Chen, Wen Wang, Qinglin Zhang, Siqi Zheng, Zhen-Hua Ling arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Bert  Sparse  Speech  Pose  Action  Attention  PDF
• 2021-10-05 Voice Aging with Audio-Visual Style Transfer    Justin Wilson, Sunyeong Park, Seunghye J. Wilson, Ming C. Lin arXiv_CL arXiv_CL  Transfer_Learning  Style_Transfer  Adversarial  Face  Classification  GAN  CNN  PDF
• 2021-10-05 Transfer Learning U-Net Deep Learning for Lung Ultrasound Segmentation    Dorothy Cheng, Edmund Y. Lam arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Salient  Deep_Learning  Medical  CNN  Prediction  PDF
• 2021-10-05 Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation    Devavrat Tomar, Behzad Bozorgtabar, Manana Lortkipanidze, Guillaume Vray, Mohammad Saeed Rad, Jean-Philippe Thiran arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Style_Transfer  Self-Supervised  Pose  Medical  Inference  PDF
• 2021-10-05 Deep reinforcement learning for guidewire navigation in coronary artery phantom    Jihoon Kweon, Kyunghwan Kim, Chaehyuk Lee, Hwi Kwon, Jinwoo Park, Kyoseok Song, Young In Kim, Jeeone Park, Inwook Back, Jae-Hyung Roh, Youngjin Moon, Jaesoon Choi, Young-Hak Kim arXiv_CV arXiv_CV  Transfer_Learning  Reinforcement_Learning  Sparse  Autonomous  PDF
• 2021-10-05 Hybrid Classical-Quantum method for Diabetic Foot Ulcer Classification    Azadeh Alavi, Hossein Akhoundi arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  PDF
• 2021-10-05 Deep Subspace analysing for Semi-Supervised multi-label classification of Diabetic Foot Ulcer    Azadeh Alavi arXiv_CV arXiv_CV  Transfer_Learning  Pose  Action  Classification  CNN  PDF
• 2021-10-03 Attention module improves both performance and interpretability of 4D fMRI decoding neural network    Zhoufan Jiang, Yanming Wang, ChenWei Shi, Yueyang Wu, Rongjie Hu, Shishuo Chen, Sheng Hu, Xiaoxiao Wang, Bensheng Qiu arXiv_CV arXiv_CV  Transfer_Learning  Pose  Action  Attention  PDF
• 2021-10-01 Speech Technology for Everyone: Automatic Speech Recognition for Non-Native English with Transfer Learning    Toshiko Shibano (1), Xinyi Zhang (1), Mia Taige Li (1), Haejin Cho (1), Peter Sullivan (1), Muhammad Abdul-Mageed (1) ((1) University of British Columbia) arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Zero-Shot  Speech  Speech_Recognition  Language_Model  PDF
• 2021-10-01 Breast Cancer Diagnosis in Two-View Mammography Using End-to-End Trained EfficientNet-Based Convolutional Network    Daniel G.P. Petrini, Carlos Shimizu, Rosimeire A. Roela, Gabriel V. Valente, Maria A.A.K. Folgueira, Hae Yong Kim arXiv_CV arXiv_CV  Transfer_Learning  Pose  CNN  PDF
• 2021-10-01 CCS-GAN: COVID-19 CT-scan classification with very few positive training images    Sumeet Menon, Jayalakshmi Mangalagiri, Josh Galita, Michael Morris, Babak Saboury, Yaacov Yesha, Yelena Yesha, Phuong Nguyen, Aryya Gangopadhyay, David Chapman arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Style_Transfer  Knowledge  Adversarial  Pose  Classification  Deep_Learning  GAN  PDF
• 2021-09-30 Multi-granular Legal Topic Classification on Greek Legislation    Christos Papaloukas, Ilias Chalkidis, Konstantinos Athinaios, Despina-Athanasia Pantazi, Manolis Koubarakis arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Text_Classification  RNN  Knowledge  Classification  PDF
• 2021-09-30 Transferability Estimation for Semantic Segmentation Task    Yang Tan, Yang Li, Shao-Lun Huang arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  Classification  Medical  Image_Classification  Autonomous  PDF
• 2021-09-30 A Prior Knowledge Based Tumor and Tumoral Subregion Segmentation Tool for Pediatric Brain Tumors    Silu Zhang, Angela Edwards, Shubo Wang, Zoltan Patay, Asim Bag, Matthew A. Scoggins arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Knowledge  Pose  Deep_Learning  Attention  PDF
• 2021-09-29 MetaHistoSeg: A Python Framework for Meta Learning in Histopathology Image Segmentation    Zheng Yuan, Andre Esteva, Ran Xu arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Deep_Learning  Few-Shot  PDF
• 2021-09-28 How Different Text-preprocessing Techniques Using The BERT Model Affect The Gender Profiling of Authors    Esam Alzahrani, Leon Jololian arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Review  Pose  Face  PDF
• 2021-09-28 Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking    Nikita Moghe, Mark Steedman, Alexandra Birch arXiv_CL arXiv_CL  Tracking  Transfer_Learning  Zero-Shot  PDF
• 2021-09-28 Transfer Learning based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis    Arun K. Sharma, Nishchal K. Verma arXiv_AI arXiv_AI  Transfer_Learning  Optimization  Pose  Classification  PDF
• 2021-09-27 PASS: An ImageNet replacement for self-supervised pretraining without humans    Yuki M. Asano, Christian Rupprecht, Andrew Zisserman, Andrea Vedaldi arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Pose_Estimation  Self-Supervised  Pose  PDF
• 2021-09-27 Rumour Detection via Zero-shot Cross-lingual Transfer Learning    Lin Tian, Xiuzhen Zhang, Jey Han Lau arXiv_CL arXiv_CL  Transfer_Learning  Bert  Zero-Shot  Pose  Detection  Language_Model  PDF
• 2021-09-27 Bayesian Transfer Learning: An Overview of Probabilistic Graphical Models for Transfer Learning    Junyu Xuan, Jie Lu, Guangquan Zhang arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  PDF
• 2021-09-24 Few-shot Learning Based on Multi-stage Transfer and Class-Balanced Loss for Diabetic Retinopathy Grading    Lei Shi, Junxing Zhang arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Few-Shot  Image_Classification  PDF
• 2021-09-23 Simple and Effective Zero-shot Cross-lingual Phoneme Recognition    Qiantong Xu, Alexei Baevski, Michael Auli arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Recognition  Zero-Shot  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-09-20 Background-Foreground Segmentation for Interior Sensing in Automotive Industry    Claudia Drygala, Matthias Rottmann, Hanno Gottschalk, Klaus Friedrichs, Thomas Kurbiel arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Knowledge  Review  Classification  Deep_Learning  Detection  PDF
• 2021-09-19 A Conformal Mapping-based Framework for Robot-to-Robot and Sim-to-Real Transfer Learning    Shijie Gao, Nicola Bezzo arXiv_RO arXiv_RO  Transfer_Learning  Knowledge  Pose  PDF
• 2021-09-19 A Study of the Generalizability of Self-Supervised Representations    Atharva Tendle, Mohammad Rashedul Hasan arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Classification  Deep_Learning  CNN  Prediction  PDF
• 2021-09-18 Augmenting semantic lexicons using word embeddings and transfer learning    Thayer Alshaabi, Colin Van Oort, Mikaela Fudolig, Michael V. Arnold, Christopher M. Danforth, Peter Sheridan Dodds arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Review  Pose  Action  Sentiment  Language_Model  Recommendation  PDF
• 2021-09-18 Intra-Inter Subject Self-supervised Learning for Multivariate Cardiac Signals    Xiang Lan, Dianwen Ng, Shenda Hong, Mengling Feng arXiv_AI arXiv_AI  Transfer_Learning  RNN  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Attention  Medical  PDF
• 2021-09-17 Boosting Transformers for Job Expression Extraction and Classification in a Low-Resource Setting    Lukas Lange, Heike Adel, Jannik Strötgen arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Action  Classification  PDF
• 2021-09-16 A Medical Pre-Diagnosis System for Histopathological Image of Breast Cancer    Shiyu Fan, Runhai Xu, Zhaohang Yan arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Classification  Medical  QA  PDF
• 2021-09-15 DeFungi: Direct Mycological Examination of Microscopic Fungi Images    Camilo Javier Pineda Sopo, Farshid Hajati, Soheila Gheisari arXiv_CV arXiv_CV  Transfer_Learning  Face  Classification  Deep_Learning  CNN  PDF
• 2021-09-15 Enhancing Clinical Information Extraction with Transferred Contextual Embeddings    Zimin Wan, Chenchen Xu, Hanna Suominen arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Bert  Action  Deep_Learning  Medical  PDF
• 2021-09-15 Seeking an Optimal Approach for Computer-Aided Pulmonary Embolism Detection    Nahid Ul Islam, Shiv Gehlot, Zongwei Zhou, Michael B Gotway, Jianming Liang arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Self-Supervised  Classification  Deep_Learning  Detection  CNN  PDF
• 2021-09-14 Multi-Scale Input Strategies for Medulloblastoma Tumor Classification using Deep Transfer Learning    Marcel Bengs, Satish Pant, Michael Bockmayr, Ulrich Schüller, Alexander Schlaefer arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  CNN  PDF
• 2021-09-13 Joint prediction of truecasing and punctuation for conversational speech in low-resource scenarios    Raghavendra Pappagari, Piotr Żelasko, Agnieszka Mikołajczyk, Piotr Pęzik, Najim Dehak arXiv_CL arXiv_CL  Transfer_Learning  Speech  Pose  Relation  Prediction  PDF
• 2021-09-13 Traffic Event Detection as a Slot Filling Problem    Xiangyu Yang, Giannis Bekoulis, Nikos Deligiannis arXiv_CL arXiv_CL  Transfer_Learning  Bert  Text_Classification  Pose  Classification  Detection  PDF
• 2021-09-12 Levenshtein Training for Word-level Quality Estimation    Shuoyang Ding, Marcin Junczys-Dowmunt, Matt Post, Philipp Koehn arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Pose  Inference  PDF
• 2021-09-12 Facial Anatomical Landmark Detection using Regularized Transfer Learning with Application to Fetal Alcohol Syndrome Recognition    Zeyu Fu, Jianbo Jiao, Michael Suttie, J. Alison Noble arXiv_CV arXiv_CV  Transfer_Learning  Facial_Landmark  Recognition  Optimization  Regularization  Knowledge  Pose  Classification  Deep_Learning  Detection  Attention  Matching  PDF
• 2021-09-10 Medulloblastoma Tumor Classification using Deep Transfer Learning with Multi-Scale EfficientNets    Marcel Bengs, Michael Bockmayr, Ulrich Schüller, Alexander Schlaefer arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  CNN  Matching  PDF
• 2021-09-10 Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model    Kuntal Kumar Pal, Chitta Baral arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Language_Model  Prediction  PDF
• 2021-09-10 Zero-Shot Dialogue State Tracking via Cross-Task Transfer    Zhaojiang Lin, Bing Liu, Andrea Madotto, Seungwhan Moon, Paul Crook, Zhenpeng Zhou, Zhiguang Wang, Zhou Yu, Eunjoon Cho, Rajen Subba, Pascale Fung arXiv_CL arXiv_CL  Transformer  Tracking  Transfer_Learning  Zero-Shot  Knowledge  Pose  Few-Shot  QA  PDF
• 2021-09-09 Leveraging Local Domains for Image-to-Image Translation    Anthony Dell'Eva, Fabio Pizzati, Massimo Bertozzi, Raoul de Charette arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  GAN  PDF
• 2021-09-09 DeepEMO: Deep Learning for Speech Emotion Recognition    Enkhtogtokh Togootogtokh, Christian Klasen arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Pose  Emotion  Deep_Learning  Speech_Recognition  PDF
• 2021-09-08 A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings    Iker García-Ferrero, Rodrigo Agerri, German Rigau arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Knowledge  PDF
• 2021-09-08 Identification of Social-Media Platform of Videos through the Use of Shared Features    Luca Maiano, Irene Amerini, Lorenzo Ricciardi Celsi, Aris Anagnostopoulos arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  GAN  PDF
• 2021-09-08 Cross-lingual Offensive Language Identification for Low Resource Languages: The Case of Marathi    Saurabh Gaikwad, Tharindu Ranasinghe, Marcos Zampieri, Christopher M. Homan arXiv_AI arXiv_AI  Transformer  Transfer_Learning  PDF
• 2021-09-07 Naturalness Evaluation of Natural Language Generation in Task-oriented Dialogues using BERT    Ye Liu, Wolfgang Maier, Wolfgang Minker, Stefan Ultes arXiv_CL arXiv_CL  Transfer_Learning  Bert  RNN  Knowledge  Pose  PDF
• 2021-09-07 FDA: Feature Decomposition and Aggregation for Robust Airway Segmentation    Minghui Zhang, Xin Yu, Hanxiao Zhang, Hao Zheng, Weihao Yu, Hong Pan, Xiangran Cai, Yun Gu arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  3D  Pose  Attention  CNN  PDF
• 2021-09-07 IndicBART: A Pre-trained Model for Natural Language Generation of Indic Languages    Raj Dabre, Himani Shrotriya, Anoop Kunchukuttan, Ratish Puduppully, Mitesh M. Khapra, Pratyush Kumar arXiv_AI arXiv_AI  Transfer_Learning  NMT  Summarization  PDF
• 2021-09-06 Training Deep Networks from Zero to Hero: avoiding pitfalls and going beyond    Moacir Antonelli Ponti, Fernando Pereira dos Santos, Leo Sampaio Ferraz Ribeiro, Gabriel Biscaro Cavallari arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Optimization  Self-Supervised  CNN  PDF
• 2021-09-06 GPT-3 Models are Poor Few-Shot Learners in the Biomedical Domain    Milad Moradi, Kathrin Blagec, Florian Haberl, Matthias Samwald arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Bert  Knowledge  Few-Shot  Medical  Language_Model  PDF
• 2021-09-06 Less is More: Lighter and Faster Deep Neural Architecture for Tomato Leaf Disease Classification    Sabbir Ahmed, Md. Bakhtiar Hasan, Tasnim Ahmed, Redwan Karim Sony, Md. Hasanul Kabir arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Image_Classification  Prediction  PDF
• 2021-09-05 FBCNN: A Deep Neural Network Architecture for Portable and Fast Brain-Computer Interfaces    Pedro R. A. S. Bassi, Romis Attux arXiv_AI arXiv_AI  Transfer_Learning  3D  Knowledge  Pose  Face  Classification  CNN  PDF
• 2021-09-04 Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation    Lin Wang, Yujeong Chae, Kuk-Jin Yoon arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Sparse  Represenation_Learning  Knowledge  Pose  Inference  Prediction  PDF
• 2021-09-04 A Comprehensive Approach for UAV Small Object Detection with Simulation-based Transfer Learning and Adaptive Fusion    Chen Rui, Guo Youwei, Zheng Huafei, Jiang Hongyu arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  Detection  Object_Detection  PDF
• 2021-09-03 Towards Learning Spatially Discriminative Feature Representations    Chaofei Wang, Jiayu Xiao, Yizeng Han, Qisen Yang, Shiji Song, Gao Huang arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Knowledge  Pose  Classification  Image_Classification  Matching  PDF
• 2021-09-02 roadscene2vec: A Tool for Extracting and Embedding Road Scene-Graphs    Arnav Vaibhav Malawade, Shih-Yuan Yu, Brandon Hsu, Harsimrat Kaeley, Anurag Karra, Mohammad Abdullah Al Faruque arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Action  Classification  Deep_Learning  Prediction  PDF
• 2021-09-02 Coarse-To-Fine And Cross-Lingual ASR Transfer    Peter Polák, Ondřej Bojar arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-09-02 Transfer of Pretrained Model Weights Substantially Improves Semi-Supervised Image Classification    Attaullah Sahito, Eibe Frank, Bernhard Pfahringer arXiv_CV arXiv_CV  Transfer_Learning  Classification  Image_Classification  PDF
• 2021-09-01 OptAGAN: Entropy-based finetuning on text VAE-GAN    Paolo Tirotta, Stefano Lodi arXiv_CL arXiv_CL  Transfer_Learning  Reinforcement_Learning  Bert  GAN  Text_Generation  PDF
• 2021-08-31 Sense representations for Portuguese: experiments with sense embeddings and deep neural language models    Jessica Rodrigues da Silva, Helena de Medeiros Caseli arXiv_CL arXiv_CL  Embedding  Unsupervised  Transfer_Learning  Bert  Language_Model  PDF
• 2021-08-31 LightNER: A Lightweight Generative Framework with Prompt-guided Attention for Low-resource NER    Xiang Chen, Ningyu Zhang, Lei Li, Xin Xie, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Pose  Attention  Language_Model  PDF
• 2021-08-31 Task-Oriented Dialogue System as Natural Language Generation    Weizhi Wang, Zhirui Zhang, Junliang Guo, Boxing Chen, Weihua Luo arXiv_AI arXiv_AI  Transfer_Learning  Pose  PDF
• 2021-08-31 How Does Adversarial Fine-Tuning Benefit BERT?    Javid Ebrahimi, Hao Yang, Wei Zhang arXiv_AI arXiv_AI  Transfer_Learning  Bert  Regularization  Adversarial  Language_Model  PDF
• 2021-08-31 AraT5: Text-to-Text Transformers for Arabic Language Understanding and Generation    El Moatez Billah Nagoudi, Muhammad Abdul-Mageed, AbdelRahim Elmadany arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Pose  PDF
• 2021-08-30 Knowledge Base Completion Meets Transfer Learning    Vid Kocijan, Thomas Lukasiewicz arXiv_CL arXiv_CL  Transfer_Learning  Bert  Knowledge  Action  Relation  Prediction  Matching  PDF
• 2021-08-28 Transfer Learning for Multi-lingual Tasks -- a Survey    Amir Reza Jafari, Behnam Heidary, Reza Farahbakhsh, Mostafa Salehi, Mahdi Jalili arXiv_CL arXiv_CL  Transfer_Learning  Survey  PDF
• 2021-08-28 AP-10K: A Benchmark for Animal Pose Estimation in the Wild    Hang Yu, Yufei Xu, Jing Zhang, Wei Zhao, Ziyu Guan, Dacheng Tao arXiv_CV arXiv_CV  Transfer_Learning  Pose_Estimation  Pose  PDF
• 2021-08-27 A Framework for Supervised Heterogeneous Transfer Learning using Dynamic Distribution Adaptation and Manifold Regularization    Md Geaur Rahman, Md Zahidul Islam arXiv_AI arXiv_AI  Transfer_Learning  Regularization  Knowledge  Pose  PDF
• 2021-08-27 Anomaly Detection of Defect using Energy of Point Pattern Features within Random Finite Set Framework    Ammar Mansoor Kamoona, Amirali Khodadadian Gostar, Alireza Bab-Hadiashar, Reza Hoseinnezhad arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Action  Detection  PDF
• 2021-08-26 Geometry Based Machining Feature Retrieval with Inductive Transfer Learning    N S Kamal, Barathi Ganesh HB, Sajith Variyar VV, Sowmya V, Soman KP arXiv_AI arXiv_AI  Transfer_Learning  CNN  PDF
• 2021-08-26 Segmentation of Shoulder Muscle MRI Using a New Region and Edge based Deep Auto-Encoder    Saddam Hussain Khan, Asifullah Khan, Yeon Soo Lee, Mehdi Hassan, Woong Kyo jeong arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  3D  Sparse  Pose  Attention  CNN  PDF
• 2021-08-25 CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training    Hari Prasanna Das, Ryan Tran, Japjot Singh, Yu-Wen Lin, Costas J. Spanos arXiv_CV arXiv_CV  Transfer_Learning  Adversarial  Pose  PDF
• 2021-08-25 YANMTT: Yet Another Neural Machine Translation Toolkit    Raj Dabre, Eiichiro Sumita arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Pose  NMT  Attention  PDF
• 2021-08-25 A Scaling Law for Synthetic-to-Real Transfer: A Measure of Pre-Training    Hiroaki Mikami, Kenji Fukumizu, Shogo Murai, Shuji Suzuki, Yuta Kikuchi, Taiji Suzuki, Shin-ichi Maeda, Kohei Hayashi arXiv_CV arXiv_CV  Transfer_Learning  PDF
• 2021-08-24 SN Computer Science: Towards Offensive Language Identification for Tamil Code-Mixed YouTube Comments and Posts    Charangan Vasantharajan, Uthayasanker Thayasivam arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  RNN  Speech  Pose  Deep_Learning  Detection  PDF
• 2021-08-23 EEG-based Classification of Drivers Attention using Convolutional Neural Network    Fred Atilla, Maryam Alimardani arXiv_AI arXiv_AI  Transfer_Learning  Face  Classification  Detection  Attention  Activity  CNN  PDF
• 2021-08-23 How Transferable Are Self-supervised Features in Medical Image Classification Tasks?    Tuan Truong, Sadegh Mohammadi, Matthias Lenga arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Self-Supervised  Classification  Detection  Medical  Image_Classification  PDF
• 2021-08-20 Web image search engine based on LSH index and CNN Resnet50    Marco Parola, Alice Nannini, Stefano Poleggi arXiv_CV arXiv_CV  Transfer_Learning  Image_Retrieval  CNN  PDF
• 2021-08-19 Do Vision Transformers See Like Convolutional Neural Networks?    Maithra Raghu, Thomas Unterthiner, Simon Kornblith, Chiyuan Zhang, Alexey Dosovitskiy arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Classification  Attention  CNN  Image_Classification  PDF
• 2021-08-19 How Hateful are Movies? A Study and Prediction on Movie Subtitles    Niklas von Boguszewski, Sana Moin, Anirban Bhowmick, Seid Muhie Yimam, Chris Biemann arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  RNN  Speech  Prediction  PDF
• 2021-08-19 Concurrent Discrimination and Alignment for Self-Supervised Feature Learning    Anjan Dutta, Massimiliano Mancini, Zeynep Akata arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Self-Supervised  Pose  Action  Quantitative  Classification  PDF
• 2021-08-19 Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion Perception    Bowen Li, Weixia Zhang, Meng Tian, Guangtao Zhai, Xianpei Wang arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Knowledge  Pose  Action_Recognition  Action  VQA  QA  PDF
• 2021-08-19 Inverse design optimization framework via a two-step deep learning approach: application to a wind turbine airfoil    Sunwoong Yang, Sanga Lee, Kwanjung Yee arXiv_AI arXiv_AI  Transfer_Learning  Optimization  Pose  Deep_Learning  Prediction  PDF
• 2021-08-18 STAR: Noisy Semi-Supervised Transfer Learning for Visual Classification    Hasib Zunair, Yan Gobeil, Samuel Mercier, A. Ben Hamza arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Adversarial  Pose  Classification  PDF
• 2021-08-18 AdapterHub Playground: Simple and Flexible Few-Shot Learning with Adapters    Tilman Beck, Bela Bohlender, Christina Viehmann, Vincent Hane, Yanik Adamson, Jaber Khuri, Jonas Brossmann, Jonas Pfeiffer, Iryna Gurevych arXiv_CL arXiv_CL  Transfer_Learning  OCR  Knowledge  Face  Few-Shot  Language_Model  Prediction  PDF
• 2021-08-18 DRDrV3: Complete Lesion Detection in Fundus Images Using Mask R-CNN, Transfer Learning, and LSTM    Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, M. Hadi Amini, Thiab Taha, Khaled Rasheed, Hamid R. Arabnia arXiv_CV arXiv_CV  Transfer_Learning  RNN  Pose  Detection  Medical  PDF
• 2021-08-17 SURFNet: Super-resolution of Turbulent Flows with Transfer Learning using Small Datasets    Octavi Obiols-Sales, Abhinav Vishnu, Nicholas Malaya, Aparna Chandramowlishwaran arXiv_AI arXiv_AI  Transfer_Learning  Super_Resolution  Pose  Deep_Learning  PDF
• 2021-08-17 KITTI-CARLA: a KITTI-like dataset generated by CARLA Simulator    Jean-Emmanuel Deschaud arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  PDF
• 2021-08-16 On the Opportunities and Risks of Foundation Models    Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri Chatterji, Annie Chen, Kathleen Creel, Jared Quincy Davis, Dora Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren Gillespie, Karan Goel, Noah Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Koh, Mark Krass, Ranjay Krishna, Rohith Kuditipudi, et al. (62 additional authors not shown) arXiv_AI arXiv_AI  Transfer_Learning  Bert  Action  Deep_Learning  PDF
• 2021-08-16 Misleading the Covid-19 vaccination discourse on Twitter: An exploratory study of infodemic around the pandemic    Shakshi Sharma, Rajesh Sharma, Anwitaman Datta arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Action  Sentiment  Prediction  PDF
• 2021-08-16 TL-SDD: A Transfer Learning-Based Method for Surface Defect Detection with Few Samples    Jiahui Cheng, Bin Guo, Jiaqi Liu, Sicong Liu, Guangzhi Wu, Yueqi Sun, Zhiwen Yu arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Face  Action  Classification  Deep_Learning  Detection  PDF
• 2021-08-15 HCR-Net: A deep learning based script independent handwritten character recognition network    Vinod Kumar Chauhan, Sukhdeep Singh, Anuj Sharma arXiv_AI arXiv_AI  Handwriting  Transfer_Learning  Recognition  Pose  Action  Deep_Learning  PDF
• 2021-08-14 Few-Sample Named Entity Recognition for Security Vulnerability Reports by Fine-Tuning Pre-Trained Language Models    Guanqun Yang, Shay Dineen, Zhipeng Lin, Xueqing Liu arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Pose  Action  Language_Model  PDF
• 2021-08-14 Fractional Transfer Learning for Deep Model-Based Reinforcement Learning    Remo Sasso, Matthia Sabatelli, Marco A. Wiering arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Knowledge  Pose  Action  PDF
• 2021-08-14 Transfer Learning from an Artificial Radiograph-landmark Dataset for Registration of the Anatomic Skull Model to Dual Fluoroscopic X-ray Images    Chaochao Zhou, Thomas Cha, Yun Peng, Guoan Li arXiv_CV arXiv_CV  Tracking  Transfer_Learning  3D  Optimization  Adversarial  Pose  Deep_Learning  Detection  GAN  Medical  Activity  PDF
• 2021-08-14 Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring    Omiros Pantazis, Gabriel Brostow, Kate Jones, Oisin Mac Aodha arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Classification  Relation  PDF
• 2021-08-13 GeoCLR: Georeference Contrastive Learning for Efficient Seafloor Image Interpretation    Takaki Yamada, Adam Prügel-Bennett, Stefan B. Williams, Oscar Pizarro, Blair Thornton arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Contrastive_Learning  Classification  CNN  Autonomous  PDF
• 2021-08-13 One-shot Transfer Learning for Population Mapping    Erzhuo Shao, Jie Feng, Yingheng Wang, Tong Xia, Yong Li arXiv_AI arXiv_AI  Transfer_Learning  Optimization  Knowledge  Pose  PDF
• 2021-08-12 A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis    Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Ruibin Feng, Michael B. Gotway, Jianming Liang arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Self-Supervised  Deep_Learning  Medical  PDF
• 2021-08-12 Resetting the baseline: CT-based COVID-19 diagnosis with Deep Transfer Learning is not as accurate as widely thought    Fouzia Altaf, Syed M.S. Islam, Naveed Akhtar arXiv_AI arXiv_AI  Transfer_Learning  Deep_Learning  Detection  Medical  PDF
• 2021-08-12 AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing    Katikapalli Subramanyam Kalyan, Ajit Rajasekharan, Sivanesan Sangeetha arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Bert  Knowledge  Self-Supervised  Survey  Language_Model  PDF
• 2021-08-11 ConvNets vs. Transformers: Whose Visual Representations are More Transferable?    Hong-Yu Zhou, Chixiang Lu, Sibei Yang, Yizhou Yu arXiv_CV arXiv_CV  Transformer  Segmentation  Transfer_Learning  Recognition  Face  Classification  Relation  Face_Recognition  Attention  PDF
• 2021-08-11 Deep Learning Classification of Lake Zooplankton    S. P. Kyathanahally, T. Hardeman, E. Merz, T. Kozakiewicz, M. Reyes, P. Isles, F. Pomati, M. Baity-Jesi arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  PDF
• 2021-08-10 Automated Audio Captioning using Transfer Learning and Reconstruction Latent Space Similarity Regularization    Andrew Koh, Fuzhao Xue, Eng Siong Chng arXiv_CL arXiv_CL  Reconstruction  Embedding  Transfer_Learning  Regularization  Self-Supervised  Pose  Caption  PDF
• 2021-08-10 Hand Pose Classification Based on Neural Networks    Rashmi Bakshi arXiv_CV arXiv_CV  Transfer_Learning  Gesture  Pose  Classification  Deep_Learning  Prediction  Video_Classification  PDF
• 2021-08-10 An empirical investigation into audio pipeline approaches for classifying bird species    David Behr, Ciira wa Maina, Vukosi Marivate arXiv_SD arXiv_SD  Transfer_Learning  Optimization  Classification  CNN  PDF
• 2021-08-09 Towards artificially intelligent recycling Improving image processing for waste classification    Youpeng Yu, Ryan Grammenos arXiv_CV arXiv_CV  Transfer_Learning  Enhancement  Classification  CNN  PDF
• 2021-08-09 Transfer Learning Gaussian Anomaly Detection by Fine-Tuning Representations    Oliver Rippel, Arnav Chavan, Chucai Lei, Dorit Merhof arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Pose  Detection  PDF
• 2021-08-09 Towards to Robust and Generalized Medical Image Segmentation Framework    Yurong Chen arXiv_AI arXiv_AI  Reconstruction  Segmentation  Unsupervised  Transfer_Learning  Represenation_Learning  Knowledge  Review  Pose  Deep_Learning  Medical  PDF
• 2021-08-08 Machine Translation of Low-Resource Indo-European Languages    Wei-Rui Chen, Muhammad Abdul-Mageed arXiv_CL arXiv_CL  Transfer_Learning  PDF
• 2021-08-08 Deep Transfer Learning for Identifications of Slope Surface Cracks    Yuting Yang, Gang Mei arXiv_CV arXiv_CV  Transfer_Learning  Pose  Face  Survey  Detection  PDF
• 2021-08-07 Improving Similar Language Translation With Transfer Learning    Ife Adebara, Muhammad Abdul-Mageed arXiv_AI arXiv_AI  Transfer_Learning  PDF
• 2021-08-06 Offensive Language and Hate Speech Detection with Deep Learning and Transfer Learning    Bencheng Wei, Jason Li, Ajay Gupta, Hafiza Umair, Atsu Vovor, Natalie Durzynski arXiv_AI arXiv_AI  Transformer  Embedding  Transfer_Learning  Bert  Text_Classification  RNN  Speech  Pose  Classification  Deep_Learning  Detection  Sentiment  Language_Model  PDF
• 2021-08-06 Ensemble Augmentation for Deep Neural Networks Using 1-D Time Series Vibration Data    Atik Faysal, Ngui Wai Keng, M. H. Lim arXiv_AI arXiv_AI  Image_Caption  Transfer_Learning  Adversarial  Pose  Classification  GAN  PDF
• 2021-08-06 Basis Scaling and Double Pruning for Efficient Transfer Learning    Ken C. L. Wong, Satyananda Kashyap, Mehdi Moradi arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  CNN  Inference  PDF
• 2021-08-05 A Data Augmented Approach to Transfer Learning for Covid-19 Detection    Shagufta Henna, Aparna Reji arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  Detection  PDF
• 2021-08-05 Ada-VSR: Adaptive Video Super-Resolution with Meta-Learning    Akash Gupta, Padmaja Jonnalagedda, Bir Bhanu, Amit K. Roy-Chowdhury arXiv_CV arXiv_CV  Transfer_Learning  Super_Resolution  Attention  Inference  PDF
• 2021-08-05 An Encoder-Decoder Based Audio Captioning System With Transfer and Reinforcement Learning    Xinhao Mei, Qiushi Huang, Xubo Liu, Gengyun Chen, Jingqian Wu, Yusong Wu, Jinzheng Zhao, Shengchen Li, Tom Ko, H Lilian Tang, Xi Shao, Mark D. Plumbley, Wenwu Wang arXiv_SD arXiv_SD  Transfer_Learning  Reinforcement_Learning  Optimization  Pose  Caption  PDF
• 2021-08-05 EENLP: Cross-lingual Eastern European NLP Index    Alexey Tikhonov, Alex Malkhasov, Andrey Manoshin, George Dima, Réka Cserháti, Md.Sadek Hossain Asif, Matt Sárdi arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Sketch  PDF
• 2021-08-05 Improved Speech Emotion Recognition using Transfer Learning and Spectrogram Augmentation    Sarala Padi, Seyed Omid Sadjadi, Dinesh Manocha, Ram D. Sriram arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Speech  Pose  Emotion  Action  Classification  Deep_Learning  PDF
• 2021-08-05 Robust Transfer Learning with Pretrained Language Models through Adapters    Wenjuan Han, Bo Pang, Yingnian Wu arXiv_CL arXiv_CL  Transformer  Unsupervised  Transfer_Learning  Bert  Adversarial  Pose  Classification  Language_Model  PDF
• 2021-08-04 Indoor Localization Under Limited Measurements: A Cross-Environment Joint Semi-Supervised and Transfer Learning Approach    Mohamed I. AlHajri, Raed M. Shubair, Marwa Chafii arXiv_AI arXiv_AI  Transfer_Learning  Pose  Deep_Learning  CNN  PDF
• 2021-08-04 Semi-weakly Supervised Contrastive Representation Learning for Retinal Fundus Images    Boon Peng Yap, Beng Koon Ng arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Weakly_Supervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Medical  PDF
• 2021-08-04 Transfer Learning for Pose Estimation of Illustrated Characters    Shuhong Chen, Matthias Zwicker arXiv_CV arXiv_CV  Segmentation  Tracking  Transfer_Learning  Recognition  Pose_Estimation  Pose  Classification  Activity  PDF
• 2021-08-03 From augmented microscopy to the topological transformer: a new approach in cell image analysis for Alzheimer's research    Wooseok Jung arXiv_CV arXiv_CV  Transformer  Segmentation  Transfer_Learning  Action  Classification  Deep_Learning  Medical  CNN  Image_Classification  PDF
• 2021-08-03 Cross-Modal Analysis of Human Detection for Robotics: An Industrial Case Study    Timm Linder, Narunas Vaskevicius, Robert Schirmer, Kai O. Arras arXiv_CV arXiv_CV  Transfer_Learning  Point_Cloud  3D  Detection  Object_Detection  Autonomous  PDF
• 2021-08-02 Pre-trained Models for Sonar Images    Matias Valdenegro-Toro, Alan Preciado-Grijalva, Bilal Wehbe arXiv_CV arXiv_CV  Transfer_Learning  Classification  PDF
• 2021-08-02 Self-supervised Audiovisual Representation Learning for Remote Sensing Data    Konrad Heidler, Lichao Mou, Di Hu, Pu Jin, Guangyao Li, Chuang Gan, Ji-Rong Wen, Xiao Xiang Zhu arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Represenation_Learning  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-08-02 Transfer Learning for Mining Feature Requests and Bug Reports from Tweets and App Store Reviews    Pablo Restrepo Henao, Jannik Fischbach, Dominik Spies, Julian Frattini, Andreas Vogelsang arXiv_CL arXiv_CL  Transfer_Learning  Bert  Review  Classification  Deep_Learning  PDF
• 2021-08-02 Semi-Supervising Learning, Transfer Learning, and Knowledge Distillation with SimCLR    Khoi Nguyen, Yen Nguyen, Bao Le arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Relation  PDF
• 2021-08-01 Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning    Chiyu Zhang, Muhammad Abdul-Mageed, AbdelRahim Elmadany, El Moatez Billah Nagoudi arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Pose  Detection  Few-Shot  Denoising  Language_Model  PDF
• 2021-07-31 Adaptable image quality assessment using meta-reinforcement learning of task amenability    Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M. C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Reinforcement_Learning  Review  Pose  Classification  Deep_Learning  Medical  Image_Classification  QA  PDF
• 2021-07-28 Graph Constrained Data Representation Learning for Human Motion Segmentation    Mariella Dimiccoli, Lluís Garrido, Guillem Rodriguez-Corominas, Herwig Wendt arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Represenation_Learning  Regularization  Knowledge  Pose  PDF
• 2021-07-28 A Visual Domain Transfer Learning Approach for Heartbeat Sound Classification    Uddipan Mukherjee, Sidharth Pancholi arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  CNN  PDF
• 2021-07-27 Transferable Knowledge-Based Multi-Granularity Aggregation Network for Temporal Action Localization: Submission to ActivityNet Challenge 2021    Haisheng Su, Peiqin Zhuang, Yukun Li, Dongliang Wang, Weihao Gan, Wei Wu, Yu Qiao arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Action_Localization  Pose  Action  Classification  Activity  PDF
• 2021-07-27 Toward Co-creative Dungeon Generation via Transfer Learning    Zisen Zhou, Matthew Guzdial arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Action  PDF
• 2021-07-26 Fine-Grained Emotion Prediction by Modeling Emotion Definitions    Gargi Singh, Dhanajit Brahma, Piyush Rai, Ashutosh Modi arXiv_AI arXiv_AI  Transfer_Learning  Pose  Emotion  Language_Model  Prediction  PDF
• 2021-07-26 Adaptation of Tacotron2-based Text-To-Speech for Articulatory-to-Acoustic Mapping using Ultrasound Tongue Imaging    Csaba Zainkó, László Tóth, Amin Honarmandi Shandiz, Gábor Gosztolya, Alexandra Markó, Géza Németh, Tamás Gábor Csapó arXiv_AI arXiv_AI  Transfer_Learning  3D  Speech  Pose  Contour  CNN  Inference  PDF
• 2021-07-26 Preliminary Steps Towards Federated Sentiment Classification    Xin-Chun Li, De-Chuan Zhan, Yunfeng Shao, Bingshuai Li, Shaoming Song arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Sentiment_Classification  Knowledge  Pose  Classification  Sentiment  PDF
• 2021-07-25 Transferable Dialogue Systems and User Simulators    Bo-Hsiang Tseng, Yinpei Dai, Florian Kreyssig, Bill Byrne arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  Action  PDF
• 2021-07-24 A Real Use Case of Semi-Supervised Learning for Mammogram Classification in a Local Clinic of Costa Rica    Saul Calderon-Ramirez, Diego Murillo-Hernandez, Kevin Rojas-Salazar, David Elizondo, Shengxiang Yang, Miguel Molina-Cabello arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  PDF
• 2021-07-24 An Uncertainty-Aware Deep Learning Framework for Defect Detection in Casting Products    Maryam Habibpour, Hassan Gharoun, AmirReza Tajally, Afshar Shamsi, Hamzeh Asgharnezhad, Abbas Khosravi, Saeid Nahavandi arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Detection  CNN  Image_Classification  Inference  PDF
• 2021-07-23 Developing efficient transfer learning strategies for robust scene recognition in mobile robotics using pre-trained convolutional neural networks    Hermann Baumgartl, Ricardo Buettner arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Optimization  CNN  Inference  PDF
• 2021-07-23 Detail Preserving Residual Feature Pyramid Modules for Optical Flow    Libo Long, Jochen Lang arXiv_CV arXiv_CV  Transfer_Learning  Pose  Optical_Flow  PDF
• 2021-07-23 Compositional Models: Multi-Task Learning and Knowledge Transfer with Modular Networks    Andrey Zhmoginov, Dina Bashkirova, Mark Sandler arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Knowledge  Pose  Classification  GAN  Image_Classification  PDF
• 2021-07-22 Self-transfer learning via patches: A prostate cancer triage approach based on bi-parametric MRI    Alvaro Fernandez-Quilez, Trygve Eftestøl, Morten Goodwin, Svein Reidar Kjosavik, Ketil Oppedal arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Detection  Medical  PDF
• 2021-07-22 Improving Polyphonic Sound Event Detection on Multichannel Recordings with the S{o}rensen-Dice Coefficient Loss and Transfer Learning    Karn N. Watcharasupat, Thi Ngoc Tho Nguyen, Ngoc Khanh Nguyen, Zhen Jian Lee, Douglas L. Jones, Woon Seng Gan arXiv_AI arXiv_AI  Segmentation  Transfer_Learning  Semantic_Segmentation  Detection  PDF
• 2021-07-21 Window Detection In Facade Imagery: A Deep Learning Approach Using Mask R-CNN    Nils Nordmark, Mola Ayenew arXiv_CV arXiv_CV  Reconstruction  Segmentation  Scene_Parsing  Transfer_Learning  Optimization  Pose  Deep_Learning  Detection  PDF
• 2021-07-20 Learning ULMFiT and Self-Distillation with Calibration for Medical Dialogue System    Shuang Ao, Xeno Acharya arXiv_CL arXiv_CL  Transfer_Learning  Regularization  Knowledge  Pose  Deep_Learning  Relation  GAN  Medical  Language_Model  PDF
• 2021-07-20 SynthSeg: Domain Randomisation for Segmentation of Brain MRI Scans of any Contrast and Resolution    Benjamin Billot, Douglas N. Greve, Oula Puonti, Axel Thielscher, Koen Van Leemput, Bruce Fischl, Adrian V. Dalca, Juan Eugenio Iglesias arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  CNN  PDF
• 2021-07-19 Confidence Aware Neural Networks for Skin Cancer Detection    Donya Khaledyan, AmirReza Tajally, Reza Sarkhosh, Afshar Shamsi, Hamzeh Asgharnezhad, Abbas Khosravi, Saeid Nahavandi arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Deep_Learning  Detection  Attention  Medical  Inference  Prediction  PDF
• 2021-07-19 Class dependency based learning using Bi-LSTM coupled with the transfer learning of VGG16 for the diagnosis of Tuberculosis from chest x-rays    G Jignesh Chowdary, Suganya G, Premalatha M, Karunamurthy K arXiv_CV arXiv_CV  Transfer_Learning  RNN  Pose  Classification  PDF
• 2021-07-19 Non-binary deep transfer learning for imageclassification    Jo Plested, Xuyang Shen, Tom Gedeon arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Classification  Image_Classification  Recommendation  PDF
• 2021-07-18 Attention-based Multi-scale Gated Recurrent Encoder with Novel Correlation Loss for COVID-19 Progression Prediction    Aishik Konwer, Joseph Bae, Gagandeep Singh, Rishabh Gattu, Syed Ali, Jeremy Green, Tej Phatak, Prateek Prasanna arXiv_CV arXiv_CV  Transfer_Learning  Action  Classification  Deep_Learning  Relation  Attention  CNN  Prediction  PDF
• 2021-07-16 Boosting the Convergence of Reinforcement Learning-based Auto-pruning Using Historical Data    Jiandong Mu, Mengdi Wang, Feiwen Zhu, Jun Yang, Wei Lin, Wei Zhang arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  PDF
• 2021-07-14 FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task    Yun Tang, Hongyu Gong, Xian Li, Changhan Wang, Juan Pino, Holger Schwenk, Naman Goyal arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Speech  Pose  PDF
• 2021-07-14 BERT Fine-Tuning for Sentiment Analysis on Indonesian Mobile Apps Reviews    Kuncahyo Setyo Nugroho, Anantha Yullian Sukmadewa, Haftittah Wuswilahaken DW, Fitra Abdurrachman Bachtiar, Novanto Yudistira arXiv_CL arXiv_CL  Transfer_Learning  Bert  Review  Sentiment  PDF
• 2021-07-14 ParCourE: A Parallel Corpus Explorer fora Massively Multilingual Corpus    Ayyoob Imani, Masoud Jalili Sabet, Philipp Dufter, Michael Cysouw, Hinrich Schütze arXiv_CL arXiv_CL  Transfer_Learning  PDF
• 2021-07-13 Cats, not CAT scans: a study of dataset similarity in transfer learning for 2D medical image classification    Irma van den Brandt, Floris Fok, Bas Mulders, Joaquin Vanschoren, Veronika Cheplygina arXiv_CV arXiv_CV  Transfer_Learning  3D  Classification  Medical  Image_Classification  PDF
• 2021-07-12 SynLiDAR: Learning From Synthetic LiDAR Sequential Point Cloud for Semantic Segmentation    Aoran Xiao, Jiaxing Huang, Dayan Guan, Fangneng Zhan, Shijian Lu arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Point_Cloud  3D  PDF
• 2021-07-12 Deep Transfer Learning Based Intrusion Detection System for Electric Vehicular Networks    Sk. Tanzir Mehedi, Adnan Anwar, Ziaur Rahman, Kawsar Ahmed arXiv_AI arXiv_AI  Transfer_Learning  Pose  Deep_Learning  Detection  PDF
• 2021-07-11 BCNet: A Deep Convolutional Neural Network for Breast Cancer Grading    Pouya Hallaj Zavareh, Atefeh Safayari, Hamidreza Bolhasani arXiv_AI arXiv_AI  Transfer_Learning  Pose  Action  Deep_Learning  Detection  CNN  PDF
• 2021-07-10 Propagation-aware Social Recommendation by Transfer Learning    Haodong Chang, Yabo Chu arXiv_AI arXiv_AI  Transfer_Learning  Regularization  Knowledge  Pose  Action  Relation  Attention  Recommendation  PDF
• 2021-07-10 Detection of Plant Leaf Disease Directly in the JPEG Compressed Domain using Transfer Learning Technique    Atul Sharma, Bulla Rajesh, Mohammed Javed arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Detection  Image_Classification  PDF
• 2021-07-08 A Systematic Survey of Text Worlds as Embodied Natural Language Environments    Peter A Jansen arXiv_AI arXiv_AI  Transfer_Learning  3D  Knowledge  Knowledge_Graph  Survey  Action  Inference  PDF
• 2021-07-08 Malware Classification Using Deep Boosted Learning    Muhammad Asam, Saddam Hussain Khan, Tauseef Jamal, Umme Zahoora, Asifullah Khan arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  PDF
• 2021-07-07 Differentiable Architecture Pruning for Transfer Learning    Nicolo Colombo, Yang Gao arXiv_CV arXiv_CV  NAS  Transfer_Learning  Pose  PDF
• 2021-07-07 Introducing the structural bases of typicality effects in deep learning    Omar Vidal Pino, Erickson Rangel Nascimento, Mario Fernando Montenegro Campos arXiv_AI arXiv_AI  Transfer_Learning  Pose  Action  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-07-06 Transfer Learning for Improving Results on Russian Sentiment Datasets    Anton Golubev, Natalia Loukachevitch arXiv_CL arXiv_CL  Transfer_Learning  Bert  Sentiment_Classification  Classification  Sentiment  Inference  PDF
• 2021-07-06 On-edge Multi-task Transfer Learning: Model and Practice with Data-driven Task Allocation    Zimu Zheng, Qiong Chen, Chuang Hu, Dan Wang, Fangming Liu arXiv_AI arXiv_AI  Transfer_Learning  Pose  PDF
• 2021-07-05 Dealing with Adversarial Player Strategies in the Neural Network Game iNNk through Ensemble Learning    Mathias Löwe, Jennifer Villareale, Evan Freed, Aleksanteri Sladek, Jichen Zhu, Sebastian Risi arXiv_AI arXiv_AI  Transfer_Learning  Adversarial  Classification  PDF
• 2021-07-05 Contradiction Detection in Persian Text    Zeinab Rahimi, Mehrnoush ShamsFard arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Bert  Deep_Learning  Detection  PDF
• 2021-07-05 Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning    Bi'an Du, Xiang Gao, Wei Hu, Xin Li arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Point_Cloud  3D  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Attention  PDF
• 2021-07-03 Learning from scarce information: using synthetic data to classify Roman fine ware pottery    Santos J. Núñez Jareño, Daniël P. van Helden, Evgeny M. Mirkes, Ivan Y. Tyukin, Penelope M. Allison arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Deep_Learning  PDF
• 2021-07-02 Language Identification of Hindi-English tweets using code-mixed BERT    Mohd Zeeshan Ansari, M M Sufyan Beg, Tanvir Ahmad, Mohd Jazib Khan, Ghazali Wasim arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Bert  Knowledge  Classification  Language_Model  PDF
• 2021-07-02 Parasitic Egg Detection and Classification in Low-cost Microscopic Images using Transfer Learning    Thanaphon Suwannaphong, Sawaphob Chavana, Sahapol Tongsom, Duangdao Palasuwan, Thanarat H. Chalidabhongse, Nantheera Anantrasirichai arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Classification  Detection  PDF
• 2021-07-02 Disentangling Transfer and Interference in Multi-Domain Learning    Yipeng Zhang, Tyler L. Hayes, Christopher Kanan arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  PDF
• 2021-07-01 A Primer on Pretrained Multilingual Language Models    Sumanth Doddapaneni, Gowtham Ramesh, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra arXiv_CL arXiv_CL  Transfer_Learning  Bert  Review  Survey  Language_Model  PDF
• 2021-07-01 Learning to See before Learning to Act: Visual Pre-training for Manipulation    Lin Yen-Chen, Andy Zeng, Shuran Song, Phillip Isola, Tsung-Yi Lin arXiv_CV arXiv_CV  Transfer_Learning  Zero-Shot  Prediction  PDF
• 2021-06-30 IMS' Systems for the IWSLT 2021 Low-Resource Speech Translation Task    Pavel Denisov, Manuel Mager, Ngoc Thang Vu arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Speech_Recognition  PDF
• 2021-06-30 Extraction of Key-frames of Endoscopic Videos by using Depth Information    Pradipta Sasmal, Avinash Paul, M.K. Bhuyan, Yuji Iwahori arXiv_CV arXiv_CV  Reconstruction  Transfer_Learning  3D  Pose  Action  Deep_Learning  PDF
• 2021-06-30 CityNet: A Multi-city Multi-modal Dataset for Smart City Applications    Xu Geng, Yilun Jin, Zhengfei Zheng, Yu Yang, Yexin Li, Han Tian, Peibo Duan, Leye Wang, Jiannong Cao, Hai Yang, Qiang Yang, Kai Chen arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Face  Relation  Prediction  PDF
• 2021-06-30 Learning Bounds for Open-Set Learning    Zhen Fang, Jie Lu, Anjin Liu, Feng Liu, Guangquan Zhang arXiv_AI arXiv_AI  Transfer_Learning  Pose  PDF
• 2021-06-29 A Systematic Evaluation of Domain Adaptation in Facial Expression Recognition    Yan San Kong, Varsha Suresh, Jonathan Soh, Desmond C. Ong arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Classification  Prediction  PDF
• 2021-06-28 Knowledge Transfer by Discriminative Pre-training for Academic Performance Prediction    Byungsoo Kim, Hangyeol Yu, Dongmin Shin, Youngduck Choi arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Action  Attention  Prediction  PDF
• 2021-06-28 ACN: Adversarial Co-training Network for Brain Tumor Segmentation with Missing Modalities    Yixin Wang, Yang Zhang, Yang Liu, Zihao Lin, Jiang Tian, Cheng Zhong, Zhongchao Shi, Jianping Fan, Zhiqiang He arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Knowledge  Adversarial  Pose  Prediction  PDF
• 2021-06-28 Benchmarking convolutional neural networks for diagnosing Lyme disease from images    Sk Imran Hossain (LIMOS), Jocelyn de Goër de Herve (INRAE), Md Shahriar Hassan (LIMOS), Delphine Martineau, Evelina Petrosyan, Violaine Corbain, Jean Beytout, Isabelle Lebert (INRAE), Elisabeth Baux (CHRU Nancy), Céline Cazorla (CHU de Saint-Etienne), Carole Eldin (IHU Méditerranée Infection), Yves Hansmann, Solene Patrat-Delon, Thierry Prazuck (CHR), Alice Raffetin (CHIV), Pierre Tattevin (CHU Rennes), Gwenaël Vourc'H (INRAE), Olivier Lesens, Engelbert Nguifo (LIMOS) arXiv_CV arXiv_CV  Transfer_Learning  Pose  CNN  Prediction  PDF
• 2021-06-28 A Knowledge-Grounded Dialog System Based on Pre-Trained Language Models    Weijie Zhang, Jiaoxuan Chen, Haipang Wu, Sanhui Wan, Gongfeng Li arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Knowledge  Language_Model  Matching  PDF
• 2021-06-28 The Deep Neural Network based Photometry Framework for Wide Field Small Aperture Telescopes    Peng Jia, Yongyang Sun, Qiang Liu arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Detection  PDF
• 2021-06-26 Time-Series Representation Learning via Temporal and Contextual Contrasting    Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Represenation_Learning  Pose  Prediction  PDF
• 2021-06-24 The Option Keyboard: Combining Skills in Reinforcement Learning    André Barreto, Diana Borsa, Shaobo Hou, Gheorghe Comanici, Eser Aygün, Philippe Hamel, Daniel Toyama, Jonathan Hunt, Shibl Mourad, David Silver, Doina Precup arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  Face  Action  PDF
• 2021-06-24 Multilingual transfer of acoustic word embeddings improves when training on languages related to the target zero-resource language    Christiaan Jacobs, Herman Kamper arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Speech  PDF
• 2021-06-24 An Automated Knowledge Mining and Document Classification System with Multi-model Transfer Learning    Jia Wei Chong, Zhiyuan Chen, Mei Shin Oh arXiv_CL arXiv_CL  Transfer_Learning  Bert  Knowledge  Pose  Classification  PDF
• 2021-06-24 Towards Exploiting Geometry and Time for FastOff-Distribution Adaptation in Multi-Task RobotLearning    K.R. Zentner, Ryan Julian, Ujjwal Puri, Yulun Zhang, Gaurav Sukhatme arXiv_AI arXiv_AI  Transfer_Learning  Optimization  Action  PDF
• 2021-06-23 Classifying Textual Data with Pre-trained Vision Models through Transfer Learning and Data Transformations    Charaf Eddine Benarab arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Bert  Knowledge  Pose  Sentiment  Language_Model  PDF
• 2021-06-23 Gender Recognition in Informal and Formal Language Scenarios via Transfer Learning    Daniel Escobar-Grisales, Juan Camilo Vasquez-Correa, Juan Rafael Orozco-Arroyave arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Knowledge  Pose  CNN  PDF
• 2021-06-23 Neural Fashion Image Captioning : Accounting for Data Diversity    Gilles Hacheme, Noureini Sayouti arXiv_AI arXiv_AI  Image_Caption  Transfer_Learning  RNN  Caption  PDF
• 2021-06-22 Transfer Learning of Deep Spatiotemporal Networks to Model Arbitrarily Long Videos of Seizures    Fernando Pérez-García, Catherine Scott, Rachel Sparks, Beate Diehl, Sébastien Ourselin arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Gesture  RNN  Action_Recognition  Action  Quantitative  Classification  CNN  PDF
• 2021-06-21 GAIA: A Transfer Learning System of Object Detection that Fits Your Needs    Xingyuan Bu, Junran Peng, Junjie Yan, Tieniu Tan, Zhaoxiang Zhang arXiv_CV arXiv_CV  Transfer_Learning  Face  Detection  Object_Detection  PDF
• 2021-06-21 Do sound event representations generalize to other audio tasks? A case study in audio transfer learning    Anurag Kumar, Yun Wang, Vamsi Krishna Ithapu, Christian Fuegen arXiv_AI arXiv_AI  Transfer_Learning  Action  Detection  PDF
• 2021-06-19 Practical Transferability Estimation for Image Classification Tasks    Yang Tan, Yang Li, Shao-Lun Huang arXiv_AI arXiv_AI  Transfer_Learning  Pose  Classification  Image_Classification  PDF
• 2021-06-18 Toward Fault Detection in Industrial Welding Processes with Deep Learning and Data Augmentation    Jibinraj Antony, Dr. Florian Schlather, Georgij Safronov, Markus Schmitz, Prof. Dr. Kristof Van Laerhoven arXiv_AI arXiv_AI  Transfer_Learning  Deep_Learning  Detection  Object_Detection  PDF
• 2021-06-18 Recurrent Stacking of Layers in Neural Networks: An Application to Neural Machine Translation    Raj Dabre, Atsushi Fujita arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Knowledge  Pose  NMT  Attention  CNN  Prediction  PDF
• 2021-06-17 PyKale: Knowledge-Aware Machine Learning from Multiple Sources in Python    Haiping Lu, Xianyuan Liu, Robert Turner, Peizhen Bai, Raivo E Koot, Shuo Zhou, Mustafa Chasmai, Lawrence Schobs arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Knowledge  Knowledge_Graph  Pose  Face  Deep_Learning  Medical  Prediction  PDF
• 2021-06-17 Deep Subdomain Adaptation Network for Image Classification    Yongchun Zhu, Fuzhen Zhuang, Jindong Wang, Guolin Ke, Jingwu Chen, Jiang Bian, Hui Xiong, Qing He arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Adversarial  Classification  Relation  Attention  Image_Classification  PDF
• 2021-06-17 Multi-Level Transfer Learning from Near-Field to Far-Field Speaker Verification    Li Zhang, Qing Wang, Kong Aik Lee, Lei Xie, Haizhou Li arXiv_SD arXiv_SD  Embedding  Transfer_Learning  Knowledge  Speech  Pose  PDF
• 2021-06-17 Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction    Yaojie Lu, Hongyu Lin, Jin Xu, Xianpei Han, Jialong Tang, Annan Li, Le Sun, Meng Liao, Shaoyi Chen arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Pose  Action  Inference  Prediction  PDF
• 2021-06-17 An Evaluation of Self-Supervised Pre-Training for Skin-Lesion Analysis    Levy Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  PDF
• 2021-06-16 Positional Contrastive Learning for VolumetricMedical Image Segmentation    Dewen Zeng, Yawen Wu, Xinrong Hu, Xiaowei Xu, Haiyun Yuan, Meiping Huang, Jian Zhuang, Jingtong Hu, Yiyu Shi arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Pose  Contrastive_Learning  Classification  Deep_Learning  GAN  Medical  Image_Classification  PDF
• 2021-06-16 A Hands-on Comparison of DNNs for Dialog SeparationUsing Transfer Learning from Music Source Separation    Martin Strauss, Jouni Paulus, Matteo Torcoli, Bernd Edler arXiv_SD arXiv_SD  Transfer_Learning  Speech  PDF
• 2021-06-16 Evolving Image Compositions for Feature Representation Learning    Paola Cascante-Bonilla, Arshdeep Sekhon, Yanjun Qi, Vicente Ordonez arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Represenation_Learning  Pose  CNN  PDF
• 2021-06-15 Generating Thermal Human Faces for Physiological Assessment Using Thermal Sensor Auxiliary Labels    Catherine Ordun, Edward Raff, Sanjay Purushotham arXiv_CV arXiv_CV  Surveillance  Transfer_Learning  Knowledge  Emotion  Face  GAN  Medical  Prediction  PDF
• 2021-06-15 Bilateral Personalized Dialogue Generation with Dynamic Persona-Aware Fusion    Bin Li, Bin Sun (Member, IEEE), Shutao Li (Fellow, IEEE) arXiv_AI arXiv_AI  Transfer_Learning  Pose  Action  Language_Model  Prediction  PDF
• 2021-06-15 Learning Stable Classifiers by Transferring Unstable Features    Yujia Bao, Shiyu Chang, Regina Barzilay arXiv_AI arXiv_AI  Transfer_Learning  Classification  Relation  Image_Classification  PDF
• 2021-06-15 rSoccer: A Framework for Studying Reinforcement Learning in Small and Very Small Size Robot Soccer    Felipe B. Martins, Mateus G. Machado, Hansenclever F. Bassani, Pedro H. M. Braga, Edna S. Barros arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  PDF
• 2021-06-14 Deep Transfer Learning for Brain Magnetic Resonance Image Multi-class Classification    Yusuf Brima, Mossadek Hossain Kamal Tushar, Upama Kabir, Tariqul Islam arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Medical  CNN  PDF
• 2021-06-14 Pre-Trained Models: Past, Present and Future    Han Xu, Zhang Zhengyan, Ding Ning, Gu Yuxian, Liu Xiao, Huo Yuqi, Qiu Jiezhong, Zhang Liang, Han Wentao, Huang Minlie, Jin Qin, Lan Yanyan, Liu Yang, Liu Zhiyuan, Lu Zhiwu, Qiu Xipeng, Song Ruihua, Tang Jie, Wen Ji-Rong, Yuan Jinhui, Zhao Wayne Xin, Zhu Jun arXiv_AI arXiv_AI  Transfer_Learning  Bert  Knowledge  Review  Self-Supervised  Relation  PDF
• 2021-06-14 Why Can You Lay Off Heads? Investigating How BERT Heads Transfer    Ting-Rui Chiang, Yun-Nung Chen arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Pose  PDF
• 2021-06-13 HistoTransfer: Understanding Transfer Learning for Histopathology    Yash Sharma, Lubaina Ehsan, Sana Syed, Donald E. Brown arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Action  Deep_Learning  Attention  Medical  Prediction  PDF
• 2021-06-13 Schema-Guided Paradigm for Zero-Shot Dialog    Shikib Mehri, Maxine Eskenazi arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Attention  PDF
• 2021-06-13 GenSF: Simultaneous Adaptation of Generative Pre-trained Models and Slot Filling    Shikib Mehri, Maxine Eskenazi arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Few-Shot  PDF
• 2021-06-11 Efficient Deep Learning Architectures for Fast Identification of Bacterial Strains in Resource-Constrained Devices    R. Gallardo García, S. Jarquín Rodríguez, B. Beltrán Martínez, C. Hernández Gracidas, R. Martínez Torres arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  PDF
• 2021-06-11 ModelDiff: Testing-Based DNN Similarity Comparison for Model Reuse Detection    Yuanchun Li, Ziqi Zhang, Bingyan Liu, Ziyue Yang, Yunxin Liu arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Action  Deep_Learning  Detection  PDF
• 2021-06-10 Fair Normalizing Flows    Mislav Balunović, Anian Ruoss, Martin Vechev arXiv_AI arXiv_AI  Transfer_Learning  Represenation_Learning  Adversarial  PDF
• 2021-06-10 KARI: KAnari/QCRI's End-to-End systems for the INTERSPEECH 2021 Indian Languages Code-Switching Challenge    Amir Hussein, Shammur Chowdhury, Ahmed Ali arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2021-06-10 AUGNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation    Xinnuo Xu, Guoyin Wang, Young-Bum Kim, Sungjin Lee arXiv_CL arXiv_CL  Transfer_Learning  Pose  Few-Shot  PDF
• 2021-06-10 Variational Information Bottleneck for Effective Low-Resource Fine-Tuning    Rabeeh Karimi Mahabadi, Yonatan Belinkov, James Henderson arXiv_CL arXiv_CL  Transfer_Learning  Pose  Inference  Language_Model  PDF
• 2021-06-09 Low-Dimensional Structure in the Space of Language Representations is Reflected in Brain Responses    Richard Antonello, Javier Turek, Vy Vo, Alexander Huth arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Relation  Language_Model  PDF
• 2021-06-09 Audiovisual transfer learning for audio tagging and sound event detection    Wim Boes, Hugo Van hamme arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Detection  Prediction  PDF
• 2021-06-09 Rethink Transfer Learning in Medical Image Classification    Le Peng, Hengyue Liang, Taihui Li, Ju Sun arXiv_CV arXiv_CV  Transfer_Learning  Classification  Medical  CNN  Image_Classification  PDF
• 2021-06-09 Neural Supervised Domain Adaptation by Augmenting Pre-trained Models with Random Units    Sara Meftah, Nasredine Semmar, Youssef Tamaazousti, Hassane Essafi, Fatiha Sadat arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Knowledge  Speech  Pose  PDF
• 2021-06-09 Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data    Benjamin Maschler, Tim Knodel, Michael Weyrich arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Deep_Learning  Detection  PDF
• 2021-06-08 Predicting the Success of Domain Adaptation in Text Similarity    Nicolai Pogrebnyakov, Shohreh Shaghaghian arXiv_AI arXiv_AI  Transfer_Learning  PDF
• 2021-06-08 A Deep Value-network Based Approach for Multi-Driver Order Dispatching    Xiaocheng Tang, Zhiwei Qin, Fan Zhang, Zhaodong Wang, Zhe Xu, Yintai Ma, Hongtu Zhu, Jieping Ye arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Adversarial  Pose  Action  PDF
• 2021-06-08 SpaceMeshLab: Spatial Context Memoization and Meshgrid Atrous Convolution Consensus for Semantic Segmentation    Taehun Kim, Jinseong Kim, Daijin Kim arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Pose  Classification  Image_Classification  PDF
• 2021-06-07 Investigating Transfer Learning in Multilingual Pre-trained Language Models through Chinese Natural Language Inference    Hai Hu, He Zhou, Zuoyu Tian, Yiwen Zhang, Yina Ma, Yanting Li, Yixin Nie, Kyle Richardson arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Zero-Shot  Knowledge  Adversarial  Inference  Language_Model  PDF
• 2021-06-07 GAN Cocktail: mixing GANs without dataset access    Omri Avrahami, Dani Lischinski, Ohad Fried arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  GAN  PDF
• 2021-06-07 DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Rendering    Ruizhi Shao, Hongwen Zhang, He Zhang, Yanpei Cao, Tao Yu, Yebin Liu arXiv_CV arXiv_CV  Transformer  Embedding  Transfer_Learning  Sparse  Face  Quantitative  Inference  PDF
• 2021-06-07 Multilingual Neural Semantic Parsing for Low-Resourced Languages    Menglin Xia, Emilio Monti arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Pose  Face  PDF
• 2021-06-07 LAWDR: Language-Agnostic Weighted Document Representations from Pre-trained Models    Hongyu Gong, Vishrav Chaudhary, Yuqing Tang, Francisco Guzmán arXiv_AI arXiv_AI  Embedding  Unsupervised  Transfer_Learning  Bert  Represenation_Learning  Pose  Language_Model  PDF
• 2021-06-05 AOSLO-net: A deep learning-based method for automatic segmentation of retinal microaneurysms from adaptive optics scanning laser ophthalmoscope images    Qian Zhang, Konstantina Sampani, Mengjia Xu, Shengze Cai, Yixiang Deng, He Li, Jennifer K. Sun, George Em Karniadakis arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Classification  Deep_Learning  Detection  PDF
• 2021-06-05 BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling    Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Peng Xu, Feijun Jiang, Yuxiang Hu, Chen Shi, Pascale Fung arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  PDF
• 2021-06-04 Aligning Pretraining for Detection via Object-Level Contrastive Learning    Fangyun Wei, Yue Gao, Zhirong Wu, Han Hu, Stephen Lin arXiv_CV arXiv_CV  Transfer_Learning  Represenation_Learning  Self-Supervised  Contrastive_Learning  Detection  Object_Detection  PDF
• 2021-06-04 MexPub: Deep Transfer Learning for Metadata Extraction from German Publications    Zeyd Boukhers, Nada Beili, Timo Hartmann, Prantik Goswami, Muhammad Arslan Zafar arXiv_CV arXiv_CV  Transfer_Learning  Pose  Action  PDF
• 2021-06-04 Materials Representation and Transfer Learning for Multi-Property Prediction    Shufeng Kong, Dan Guevarra, Carla P. Gomes, John M. Gregoire arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Knowledge  Adversarial  Action  Relation  Attention  Prediction  PDF
• 2021-06-03 Syntax-augmented Multilingual BERT for Cross-lingual Transfer    Wasi Uddin Ahmad, Haoran Li, Kai-Wei Chang, Yashar Mehdad arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Bert  Text_Classification  Classification  QA  PDF
• 2021-06-03 Language Embeddings for Typology and Cross-lingual Transfer Learning    Dian Yu, Taiqi He, Kenji Sagae arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Zero-Shot  Relation  Denoising  Inference  PDF
• 2021-06-03 Causality in Neural Networks -- An Extended Abstract    Abbavaram Gowtham Reddy arXiv_AI arXiv_AI  Transfer_Learning  Deep_Learning  PDF
• 2021-06-03 When Vision Transformers Outperform ResNets without Pretraining or Strong Data Augmentations    Xiangning Chen, Cho-Jui Hsieh, Boqing Gong arXiv_CV arXiv_CV  Transformer  Transfer_Learning  Optimization  Sparse  Adversarial  Pose  Attention  Inference  PDF
• 2021-06-02 FedHealth 2: Weighted Federated Transfer Learning via Batch Normalization for Personalized Healthcare    Yiqiang Chen, Wang Lu, Jindong Wang, Xin Qin arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Pose  Attention  Medical  Activity  PDF
• 2021-06-02 MathBERT: A Pre-trained Language Model for General NLP Tasks in Mathematics Education    Jia Tracy Shen, Michiharu Yamashita, Ethan Prihar, Neil Heffernan, Xintao Wu, Dongwon Lee arXiv_AI arXiv_AI  Transfer_Learning  Bert  Knowledge  Pose  Language_Model  Prediction  PDF
• 2021-06-01 Cooperative Multi-Agent Transfer Learning with Level-Adaptive Credit Assignment    Tianze Zhou, Fubiao Zhang, Kun Shao, Kai Li, Wenhan Huang, Jun Luo, Weixun Wang, Yaodong Yang, Hangyu Mao, Bin Wang, Dong Li, Wulong Liu, Jianye Hao arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Reinforcement_Learning  Knowledge  Pose  Attention  PDF
• 2021-06-01 OpenBox: A Generalized Black-box Optimization Service    Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huaijun Jiang, Mingchao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui arXiv_AI arXiv_AI  Transfer_Learning  Optimization  Pose  Action  PDF
• 2021-06-01 Volta at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables using TAPAS and Transfer Learning    Devansh Gautam, Kshitij Gupta, Manish Shrivastava arXiv_CL arXiv_CL  Transfer_Learning  Bert  Classification  PDF
• 2021-06-01 Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal Ensemble    Kshitij Gupta, Devansh Gautam, Radhika Mamidi arXiv_CV arXiv_CV  Transfer_Learning  Bert  Pose  Classification  Detection  PDF
• 2021-05-31 Effect of large-scale pre-training on full and few-shot transfer learning for natural and medical images    Mehdi Cherti, Jenia Jitsev arXiv_AI arXiv_AI  Transfer_Learning  Few-Shot  Medical  PDF
• 2021-05-31 Byakto Speech: Real-time long speech synthesis with convolutional neural network: Transfer learning from English to Bangla    Zabir Al Nazi, Sayed Mohammed Tasmimul Huda arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Pose  Deep_Learning  Speech_Recognition  CNN  PDF
• 2021-05-31 How transfer learning impacts linguistic knowledge in deep NLP models?    Nadir Durrani, Hassan Sajjad, Fahim Dalvi arXiv_CL arXiv_CL  Transfer_Learning  Bert  Knowledge  Language_Model  PDF
• 2021-05-31 Bounded logit attention: Learning to explain image classifiers    Thomas Baumhauer, Djordje Slijepcevic, Matthias Zeppelzauer arXiv_AI arXiv_AI  Transfer_Learning  Pose  Classification  Attention  CNN  Image_Classification  Prediction  PDF
• 2021-05-31 Transfer Learning for Sequence Generation: from Single-source to Multi-source    Xuancheng Huang, Jingfang Xu, Maosong Sun, Yang Liu arXiv_AI arXiv_AI  Transfer_Learning  Pose  Attention  Summarization  PDF
• 2021-05-31 Transfer Learning as an Enhancement for Reconfiguration Management of Cyber-Physical Production Systems    Benjamin Maschler, Timo Müller, Andreas Löcklin, Michael Weyrich arXiv_AI arXiv_AI  Transfer_Learning  Enhancement  Pose  PDF
• 2021-05-30 HIT: A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation    Ayan Sengupta, Sourabh Kumar Bhattacharjee, Tanmoy Chakraborty, Md Shad Akhtar arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Represenation_Learning  Pose  Relation  Attention  PDF
• 2021-05-30 NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation    Sungdong Kim, Minsuk Chang, Sang-Woo Lee arXiv_CL arXiv_CL  Tracking  Transfer_Learning  Zero-Shot  Knowledge  Pose  PDF
• 2021-05-28 Risk-Aware Transfer in Reinforcement Learning using Successor Features    Michael Gimelfarb, André Barreto, Scott Sanner, Chi-Guhn Lee arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  PDF
• 2021-05-28 Deep Learning for EEG Seizure Detection in Preterm Infants    Alison OShea, Rehan Ahmed, Gordon Lightbody, Sean Mathieson, Elena Pavlidis, Rhodri Lloyd, Francesco Pisani, Willian Marnane, Geraldine Boylan, Andriy Temko arXiv_AI arXiv_AI  Transfer_Learning  Deep_Learning  Detection  PDF
• 2021-05-28 A Survey on Anomaly Detection for Technical Systems using LSTM Networks    Benjamin Lindemann, Benjamin Maschler, Nada Sahlab, Michael Weyrich arXiv_AI arXiv_AI  Transfer_Learning  RNN  Memory_Networks  Survey  Detection  PDF
• 2021-05-28 A systematic review of transfer learning based approaches for diabetic retinopathy detection    Burcu Oltu, Büşra Kübra Karaca, Hamit Erdem, Atilla Özgür arXiv_CV arXiv_CV  Transfer_Learning  Review  Classification  Detection  Medical  CNN  Image_Classification  PDF
• 2021-05-28 Transferable Deep Reinforcement Learning Framework for Autonomous Vehicles with Joint Radar-Data Communications    Nguyen Quang Hieu, Dinh Thai Hoang, Dusit Niyato, Ping Wang, Dong In Kim, Chau Yuen arXiv_RO arXiv_RO  Transfer_Learning  Reinforcement_Learning  Optimization  Pose  Detection  Autonomous  PDF
• 2021-05-28 FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning    Minha Kim, Shahroz Tariq, Simon S. Woo arXiv_CV arXiv_CV  Transfer_Learning  Represenation_Learning  Knowledge  Pose  Face  Detection  GAN  PDF
• 2021-05-27 Generative Adversarial Imitation Learning for Empathy-based AI    Pratyush Muthukumar, Karishma Muthukumar, Deepan Muthirayan, Pramod Khargonekar arXiv_CL arXiv_CL  Transfer_Learning  Reinforcement_Learning  Adversarial  Pose  Emotion  Face  Action  Sentiment  Text_Generation  Language_Model  PDF
• 2021-05-27 A Modular and Transferable Reinforcement Learning Framework for the Fleet Rebalancing Problem    Erotokritos Skordilis, Yi Hou, Charles Tripp, Matthew Moniot, Peter Graf, David Biagioni arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  Action  PDF
• 2021-05-27 Using Early-Learning Regularization to Classify Real-World Noisy Data    Alessio Galatolo, Alfred Nilsson, Roderick Karlemstrand, Yineng Wang arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Pose  Action  PDF
• 2021-05-27 Extremely low-resource machine translation for closely related languages    Maali Tars, Andre Tättar, Mark Fišel arXiv_CL arXiv_CL  Transfer_Learning  PDF
• 2021-05-27 Investigating label suggestions for opinion mining in German Covid-19 social media    Tilman Beck, Ji-Ung Lee, Christina Viehmann, Marcus Maurer, Oliver Quiring, Iryna Gurevych arXiv_CL arXiv_CL  Transfer_Learning  PDF
• 2021-05-26 Designing ECG Monitoring Healthcare System with Federated Transfer Learning and Explainable AI    Ali Raza, Kim Phuc Tran, Ludovic Koehl, Shujun Li arXiv_AI arXiv_AI  Transfer_Learning  Pose  Classification  Deep_Learning  Detection  CNN  PDF
• 2021-05-26 Calibrated prediction in and out-of-domain for state-of-the-art saliency modeling    Akis Linardos, Matthias Kümmerer, Ori Press, Matthias Bethge arXiv_AI arXiv_AI  Transfer_Learning  Salient  Prediction  PDF
• 2021-05-26 Database Workload Characterization with Query Plan Encoders    Debjyoti Paul, Jie Cao, Feifei Li, Vivek Srikumar arXiv_AI arXiv_AI  Transfer_Learning  Represenation_Learning  Pose  Classification  Relation  Prediction  PDF
• 2021-05-25 TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search    Yawen Duan, Xin Chen, Hang Xu, Zewei Chen, Xiaodan Liang, Tong Zhang, Zhenguo Li arXiv_CV arXiv_CV  NAS  Transfer_Learning  Knowledge  Self-Supervised  Pose  Classification  Prediction  PDF
• 2021-05-25 Transfer Learning and Curriculum Learning in Sokoban    Zhao Yang, Mike Preuss, Aske Plaat arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Knowledge  Action  Classification  PDF
• 2021-05-25 AdaGCN:Adaptive Boosting Algorithm for Graph Convolutional Networks on Imbalanced Node Classification    S. Shi, Kai Qiao, Shuai Yang, L. Wang, J. Chen, Bin Yan arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  CNN  PDF
• 2021-05-24 Pulmonary embolism identification in computerized tomography pulmonary angiography scans with deep learning technologies in COVID-19 patients    Chairi Kiourt, Georgios Feretzakis, Konstantinos Dalamarinis, Dimitris Kalles, Georgios Pantos, Ioannis Papadopoulos, Spyros Kouris, George Ioannakis, Evangelos Loupelis, Aikaterini Sakagianni arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2021-05-24 Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning    Hannah Kim, Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Kush Varshney arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Detection  Inference  PDF
• 2021-05-23 Multi-Type-TD-TSR -- Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition: from OCR to Structured Table Representations    Pascal Fischer, Alen Smajic, Alexander Mehler, Giuseppe Abrami arXiv_AI arXiv_AI  Transfer_Learning  Recognition  OCR  Optical_Character  Deep_Learning  Detection  Attention  PDF
• 2021-05-22 MIASSR: An Approach for Medical Image Arbitrary Scale Super-Resolution    Jin Zhu, Chuan Tan, Junwei Yang, Guang Yang, Pietro Lio' arXiv_CV arXiv_CV  Reconstruction  Segmentation  Transfer_Learning  Enhancement  Super_Resolution  Adversarial  Pose  Deep_Learning  GAN  Medical  PDF
• 2021-05-20 DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts using a Single Camera    William McNally, Pascale Walters, Kanav Vats, Alexander Wong, John McPhee arXiv_AI arXiv_AI  Transfer_Learning  Pose  Face  Detection  CNN  PDF
• 2021-05-20 Covid-19 Detection from Chest X-ray and Patient Metadata using Graph Convolutional Neural Networks    Thosini Bamunu Mudiyanselage, Nipuna Senanayake, Chunyan Ji, Yi Pan, Yanqing Zhang arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Action  Classification  Detection  Relation  Medical  CNN  PDF
• 2021-05-20 Generalized Few-Shot Object Detection without Forgetting    Zhibo Fan, Yuchen Ma, Zeming Li, Jian Sun arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Detection  Few-Shot  Object_Detection  PDF
• 2021-05-19 Efficient Transfer Learning via Joint Adaptation of Network Architecture and Weight    Ming Sun, Haoxuan Dou, Junjie Yan arXiv_CV arXiv_CV  NAS  Embedding  Transfer_Learning  Knowledge  Classification  Detection  Object_Detection  PDF
• 2021-05-19 Multiple Meta-model Quantifying for Medical Visual Question Answering    Tuong Do, Binh X. Nguyen, Erman Tjiputra, Minh Tran, Quang D. Tran, Anh Nguyen arXiv_CV arXiv_CV  Transfer_Learning  Pose  VQA  Medical  QA  PDF
• 2021-05-18 Transfer learning approach to Classify the X-ray image that corresponds to corona disease Using ResNet50 pretrained by ChexNet    Mahyar Bolhassani arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  PDF
• 2021-05-17 Transfer Learning Enhanced Generative Adversarial Networks for Multi-Channel MRI Reconstruction    Jun Lv, Guangyuan Li, Xiangrong Tong, Weibo Chen, Jiahao Huang, Chengyan Wang, Guang Yang arXiv_CV arXiv_CV  Reconstruction  Transfer_Learning  Adversarial  Deep_Learning  GAN  PDF
• 2021-05-17 Deep Metric Learning for Few-Shot Image Classification: A Selective Review    Xiaoxu Li, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Review  Survey  Classification  Deep_Learning  Few-Shot  Image_Classification  PDF
• 2021-05-17 Ensemble-based Transfer Learning for Low-resource Machine Translation Quality Estimation    Ting-Wei Wu, Yung-An Hsieh, Yi-Chieh Liu arXiv_CL arXiv_CL  Transfer_Learning  Pose  Relation  PDF
• 2021-05-17 Dermoscopic Image Classification with Neural Style Transfer    Yutong Li, Ruoqing Zhu, Annie Qu, Mike Yeh arXiv_CV arXiv_CV  Transfer_Learning  Style_Transfer  Pose  Classification  Image_Classification  PDF
• 2021-05-13 TransferI2I: Transfer Learning for Image-to-Image Translation from Small Datasets    Yaxing Wang, Hector Laria Mantecon, Joost van de WeijerLaura Lopez-Fuentes, Bogdan Raducanu arXiv_CV arXiv_CV  Transfer_Learning  Pose  Face  GAN  PDF
• 2021-05-13 TAR: Generalized Forensic Framework to Detect Deepfakes using Weakly Supervised Learning    Sangyup Lee, Shahroz Tariq, Junyaup Kim, Simon S. Woo arXiv_CV arXiv_CV  Transfer_Learning  Weakly_Supervised  Zero-Shot  Pose  Face  Detection  PDF
• 2021-05-12 Multilingual Offensive Language Identification for Low-resource Languages    Tharindu Ranasinghe, Marcos Zampieri arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Speech  GAN  Prediction  PDF
• 2021-05-12 Building a Question and Answer System for News Domain    Sandipan Basu, Aravind Gaddala, Pooja Chetan, Garima Tiwari, Narayana Darapaneni, Sadwik Parvathaneni, Anwesh Reddy Paduri arXiv_AI arXiv_AI  Transformer  Embedding  Transfer_Learning  Bert  RNN  Attention  PDF
• 2021-05-12 Could you give me a hint? Generating inference graphs for defeasible reasoning    Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, Eduard Hovy arXiv_AI arXiv_AI  Transfer_Learning  Inference  PDF
• 2021-05-11 ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research    Ozge Mercanoglu Sincan, Julio C. S. Jacques Junior, Sergio Escalera, Hacer Yalim Keles arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Face  GAN  PDF
• 2021-05-11 Knowledge Transfer across Imaging Modalities Via Simultaneous Learning of Adaptive Autoencoders for High-Fidelity Mobile Robot Vision    Md Mahmudur Rahman, Tauhidur Rahman, Donghyun Kim, Mohammad Arif Ul Alam arXiv_RO arXiv_RO  Transfer_Learning  Recognition  Knowledge  Pose  Face  Classification  Activity  PDF
• 2021-05-11 Zero-Shot Reinforcement Learning on Graphs for Autonomous Exploration Under Uncertainty    Fanfei Chen, Paul Szenher, Yewei Huang, Jinkun Wang, Tixiao Shan, Shi Bai, Brendan Englot arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  3D  Zero-Shot  Knowledge  Pose  Action  Autonomous  PDF
• 2021-05-11 Separate but Together: Unsupervised Federated Learning for Speech Enhancement from Non-IID Data    Efthymios Tzinis, Jonah Casebeer, Zhepei Wang, Paris Smaragdis arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Enhancement  Speech  Pose  PDF
• 2021-05-10 Differentially Private Semi-Supervised Transfer Learning    Mohit Kumar arXiv_AI arXiv_AI  Transfer_Learning  Optimization  Pose  PDF
• 2021-05-09 Preserving Privacy in Human-Motion Affect Recognition    Matthew Malek-Podjaski, Fani Deligianni arXiv_CV arXiv_CV  Transfer_Learning  Recognition  3D  Pose  Emotion  Quantitative  PDF
• 2021-05-09 Dataset and Performance Comparison of Deep Learning Architectures for Plum Detection and Robotic Harvesting    Jasper Brown, Salah Sukkarieh arXiv_CV arXiv_CV  Transfer_Learning  Deep_Learning  Detection  Object_Detection  PDF
• 2021-05-09 Slash or burn: Power line and vegetation classification for wildfire prevention    Austin Park, Farzaneh Rajabi, Ross Weber arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Classification  Drone  CNN  PDF
• 2021-05-08 Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning    Benjamin Minixhofer, Milan Gritta, Ignacio Iacobacci arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Classification  Inference  Language_Model  PDF
• 2021-05-08 Multilingual Approach to Joint Speech and Accent Recognition with DNN-HMM Framework    Yizhou Peng, Jicheng Zhang, Haobo Zhang, Haihua Xu, Hao Huang, Eng Siong Chng arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Pose  Speech_Recognition  PDF
• 2021-05-07 Self-Adaptive Transfer Learning for Multicenter Glaucoma Classification in Fundus Retina Images    Yiming Bao, Jun Wang, Tong Li, Linyan Wang, Jianwei Xu, Juan Ye, Dahong Qian arXiv_CV arXiv_CV  Reconstruction  Transfer_Learning  Pose  Classification  Deep_Learning  PDF
• 2021-05-07 Few-Shot Learning for Image Classification of Common Flora    Joshua Ball arXiv_CV arXiv_CV  Transfer_Learning  Classification  Few-Shot  CNN  Image_Classification  PDF
• 2021-05-07 GANTL: Towards Practical and Real-Time Topology Optimization with Conditional GANs and Transfer Learning    Mohammad Mahdi Behzadi, Horea T. Ilies arXiv_AI arXiv_AI  Transfer_Learning  Optimization  Knowledge  Adversarial  Pose  Deep_Learning  GAN  Prediction  PDF
• 2021-05-06 Adapting Monolingual Models: Data can be Scarce when Language Similarity is High    Wietse de Vries, Martijn Bartelds, Malvina Nissim, Martijn Wieling arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Zero-Shot  PDF
• 2021-05-06 Security Vulnerability Detection Using Deep Learning Natural Language Processing    Noah Ziems, Shaoen Wu arXiv_AI arXiv_AI  Transfer_Learning  Pose  Deep_Learning  Detection  PDF
• 2021-05-05 End-to-End Diarization for Variable Number of Speakers with Local-Global Networks and Discriminative Speaker Embeddings    Soumi Maiti, Hakan Erdogan, Kevin Wilson, Scott Wisdom, Shinji Watanabe, John R. Hershey arXiv_SD arXiv_SD  Embedding  Transfer_Learning  Speech  Pose  Attention  CNN  PDF
• 2021-05-05 Continual Learning on the Edge with TensorFlow Lite    Giorgos Demosthenous, Vassilis Vassiliades arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Pose  Face  Deep_Learning  PDF
• 2021-05-03 Sketches image analysis: Web image search engine usingLSH index and DNN InceptionV3    Alessio Schiavo, Filippo Minutella, Mattia Daole, Marsha Gomez Gomez arXiv_CV arXiv_CV  Transfer_Learning  Sketch  Pose  Action  Relation  CNN  PDF
• 2021-05-03 Prediction of clinical tremor severity using Rank Consistent Ordinal Regression    Li Zhang, Vijay Yadav, Vidya Koesmahargyo, Anzar Abbas, Isaac Galatzer-Levy arXiv_CV arXiv_CV  Transfer_Learning  Pose  Quantitative  Optical_Flow  Prediction  PDF
• 2021-05-03 One Model to Rule them All: Towards Zero-Shot Learning for Databases    Benjamin Hilprecht, Carsten Binnig arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  PDF
• 2021-05-01 COVID-Net CXR-S: Deep Convolutional Neural Network for Severity Assessment of COVID-19 Cases from Chest X-ray Images    Hossein Aboutalebi, Maya Pavlova, Mohammad Javad Shafiee, Ali Sabri, Amer Alaref, Alexander Wong arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Medical  CNN  PDF
• 2021-05-01 MRCBert: A Machine Reading ComprehensionApproach for Unsupervised Summarization    Saurabh Jain, Guokai Tang, Lim Sze Chi arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Bert  Review  Summarization  PDF
• 2021-05-01 A Deep Learning Framework for Lifelong Machine Learning    Charles X. Ling, Tanner Bohn arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Deep_Learning  Few-Shot  PDF
• 2021-05-01 GistNet: a Geometric Structure Transfer Network for Long-Tailed Recognition    Bo Liu, Haoxiang Li, Hao Kang, Gang Hua, Nuno Vasconcelos arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Few-Shot  PDF
• 2021-04-30 Determining Chess Game State From an Image    Georg Wölflein, Ognjen Arandjelović arXiv_CV arXiv_CV  Transfer_Learning  Recognition  3D  Deep_Learning  Few-Shot  CNN  Inference  PDF
• 2021-04-30 Crackle Detection In Lung Sounds Using Transfer Learning And Multi-Input Convolitional Neural Networks    Truc Nguyen, Franz Pernkopf arXiv_SD arXiv_SD  Transfer_Learning  Knowledge  Classification  Detection  CNN  PDF
• 2021-04-30 Cross-lingual hate speech detection based on multilingual domain-specific word embeddings    Aymé Arango, Jorge Pérez, Barbara Poblete arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Knowledge  Speech  Pose  Classification  Detection  PDF
• 2021-04-29 With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations    Debidatta Dwibedi, Yusuf Aytar, Jonathan Tompson, Pierre Sermanet, Andrew Zisserman arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Contrastive_Learning  Classification  PDF
• 2021-04-28 Multi-Task Learning of Query Intent and Named Entities using Transfer Learning    Shalin Shah, Ryan Siskind arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Bert  Deep_Learning  PDF
• 2021-04-28 A Deep Transfer Learning-based Edge Computing Method for Home Health Monitoring    Abu Sufian, Changsheng You, Mianxiong Dong arXiv_CV arXiv_CV  Transfer_Learning  Pose  CNN  PDF
• 2021-04-28 Medical Transformer: Universal Brain Encoder for 3D MRI Analysis    Eunji Jun, Seungwoo Jeong, Da-Woon Heo, Heung-Il Suk arXiv_AI arXiv_AI  Transformer  Segmentation  Transfer_Learning  3D  Self-Supervised  Pose  Classification  Deep_Learning  Relation  Attention  Medical  Prediction  PDF
• 2021-04-26 Evaluating the Values of Sources in Transfer Learning    Md Rizwan Parvez, Kai-Wei Chang arXiv_CL arXiv_CL  Transfer_Learning  PDF
• 2021-04-26 Mutual Contrastive Learning for Visual Representation Learning    Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Contrastive_Learning  Action  Classification  Few-Shot  Image_Classification  PDF
• 2021-04-26 Practical Transfer Learning for Bayesian Optimization    Matthias Feurer, Benjamin Letham, Frank Hutter, Eytan Bakshy arXiv_AI arXiv_AI  Transfer_Learning  Optimization  PDF
• 2021-04-24 Automatic Diagnosis of COVID-19 from CT Images using CycleGAN and Transfer Learning    Navid Ghassemi, Afshin Shoeibi, Marjane Khodatars, Jonathan Heras, Alireza Rahimi, Assef Zare, Ram Bilas Pachori, J. Manuel Gorriz arXiv_CV arXiv_CV  Transfer_Learning  Adversarial  GAN  Medical  PDF
• 2021-04-23 Deep Learning Based Assessment of Synthetic Speech Naturalness    Gabriel Mittag, Sebastian Möller arXiv_AI arXiv_AI  Transfer_Learning  RNN  Speech  Pose  Deep_Learning  Prediction  QA  PDF
• 2021-04-23 Claim Detection in Biomedical Twitter Posts    Amelie Wührl, Roman Klinger arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Bert  Classification  Detection  Medical  PDF
• 2021-04-23 DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing from Decentralised Data    Shahin Amiriparian (1), Tobias Hübner (1), Maurice Gerczuk (1), Sandra Ottl (1), Björn W. Schuller (1,2) ((1) EIHW -- Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Germany, (2) GLAM -- Group on Language, Audio, and Music, Imperial College London, UK) arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Pose  Face  Classification  CNN  Inference  PDF
• 2021-04-22 Landmark-Aware and Part-based Ensemble Transfer Learning Network for Facial Expression Recognition from Static images    Rohan Wadhawan, Tapan K. Gandhi arXiv_CV arXiv_CV  Transfer_Learning  Facial_Landmark  Recognition  Pose  Face  Classification  CNN  PDF
• 2021-04-20 Understanding Synonymous Referring Expressions via Contrastive Features    Yi-Wen Chen, Yi-Hsuan Tsai, Ming-Hsuan Yang arXiv_CV arXiv_CV  Transfer_Learning  Pose  PDF
• 2021-04-20 Efficient Online Transfer Learning for 3D Object Classification in Autonomous Driving    Rui Yang, Zhi Yan, Tao Yang, Yassine Ruichek arXiv_RO arXiv_RO  Transfer_Learning  Point_Cloud  3D  Pose  Classification  Detection  Object_Detection  Autonomous  PDF
• 2021-04-20 An Attention-based Weakly Supervised framework for Spitzoid Melanocytic Lesion Diagnosis in WSI    Rocío del Amor, Laëtitia Launet, Adrián Colomer, Anaïs Moscardó, Andrés Mosquera-Zamudio, Carlos Monteagudo, Valery Naranjo arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Weakly_Supervised  Pose  Deep_Learning  Attention  Medical  CNN  Prediction  PDF
• 2021-04-20 X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering    Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt, Trung Bui, Xiang Ren, Jonathan May arXiv_CL arXiv_CL  Transfer_Learning  Bert  Zero-Shot  Optimization  Pose  Attention  PDF
• 2021-04-19 Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection    Xu Guo, Boyang Li, Han Yu, Chunyan Miao arXiv_CL arXiv_CL  Transfer_Learning  Optimization  Adversarial  Pose  Detection  PDF
• 2021-04-19 A Quantile-based Approach for Hyperparameter Transfer Learning    David Salinas, Huibin Shen, Valerio Perrone arXiv_CV arXiv_CV  NAS  Transfer_Learning  Optimization  Prediction  PDF
• 2021-04-18 Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings    Kan Xu, Xuanyi Zhao, Hamsa Bastani, Osbert Bastani arXiv_CL arXiv_CL  Embedding  Unsupervised  Transfer_Learning  Sparse  Pose  Prediction  PDF
• 2021-04-18 On Training Sketch Recognizers for New Domains    Kemal Tugrul Yesilbek, T. Metin Sezgin arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Sketch  Pose  Deep_Learning  Attention  PDF
• 2021-04-18 On the Strengths of Cross-Attention in Pretrained Transformers for Machine Translation    Mozhdeh Gheini, Xiang Ren, Jonathan May arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Zero-Shot  Attention  PDF
• 2021-04-17 Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training    Kuan-Hao Huang, Wasi Uddin Ahmad, Nanyun Peng, Kai-Wei Chang arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Bert  Zero-Shot  Text_Classification  Adversarial  Pose  Classification  Language_Model  PDF
• 2021-04-17 Age Range Estimation using MTCNN and VGG-Face Model    Dipesh Gyawali, Prashanga Pokharel, Ashutosh Chauhan, Subodh Chandra Shakya arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Face  Face_Recognition  CNN  PDF
• 2021-04-16 AMMU -- A Survey of Transformer-based Biomedical Pretrained Language Models    Katikapalli Subramanyam Kalyan, Ajit Rajasekharan, Sivanesan Sangeetha arXiv_AI arXiv_AI  Transformer  Embedding  Transfer_Learning  Bert  Self-Supervised  Survey  Medical  Language_Model  PDF
• 2021-04-16 What to Pre-Train on? Efficient Intermediate Task Selection    Clifton Poth, Jonas Pfeiffer, Andreas Rücklé, Iryna Gurevych arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Pose  Classification  Few-Shot  Language_Model  PDF
• 2021-04-16 To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning    Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow arXiv_CL arXiv_CL  Transfer_Learning  Pose  PDF
• 2021-04-16 MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning    Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Pose  Sentiment  PDF
• 2021-04-15 Assessment of deep learning based blood pressure prediction from PPG and rPPG signals    Fabian Schrumpf, Patrick Frenzel, Christoph Aust, Georg Osterhoff, Mirco Fuchs arXiv_CV arXiv_CV  Transfer_Learning  Deep_Learning  Prediction  PDF
• 2021-04-15 XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation    Sebastian Ruder, Noah Constant, Jan Botha, Aditya Siddhant, Orhan Firat, Jinlan Fu, Pengfei Liu, Junjie Hu, Graham Neubig, Melvin Johnson arXiv_AI arXiv_AI  Transfer_Learning  PDF
• 2021-04-15 Do Deep Neural Networks Forget Facial Action Units? -- Exploring the Effects of Transfer Learning in Health Related Facial Expression Recognition    Pooja Prajod, Dominik Schiller, Tobias Huber, Elisabeth André arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Recognition  Emotion  Action  Quantitative  Attention  CNN  Prediction  PDF
• 2021-04-13 Multilingual Transfer Learning for Code-Switched Language and Speech Neural Modeling    Genta Indra Winata arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Knowledge  Speech  Pose  Language_Model  PDF
• 2021-04-13 Detecting Escalation Level from Speech with Transfer Learning and Acoustic-Lexical Information Fusion    Ziang Zhou, Yanze Xu, Shilei Zhang, Ming Li arXiv_SD arXiv_SD  Transfer_Learning  Speech  Pose  Emotion  Detection  Activity  PDF
• 2021-04-12 Fruit Quality and Defect Image Classification with Conditional GAN Data Augmentation    Jordan J. Bird, Chloe M. Barnes, Luis J. Manso, Anikó Ekárt, Diego R. Faria arXiv_CV arXiv_CV  Transfer_Learning  Adversarial  Classification  GAN  CNN  Image_Classification  PDF
• 2021-04-09 eGAN: Unsupervised approach to class imbalance using transfer learning    Ademola Okerinde, Lior Shamir, William Hsu, Tom Theis, Nasik Nafi arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Knowledge  Adversarial  Pose  Classification  GAN  Image_Classification  Prediction  PDF
• 2021-04-08 Grapheme-to-Phoneme Transformer Model for Transfer Learning Dialects    Eric Engelhart, Mahsa Elyasi, Gaurav Bharaj arXiv_CL arXiv_CL  Transformer  Transfer_Learning  RNN  Speech  Pose  Attention  PDF
• 2021-04-08 CutPaste: Self-Supervised Learning for Anomaly Detection and Localization    Chun-Liang Li, Kihyuk Sohn, Jinsung Yoon, Tomas Pfister arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2021-04-08 DenResCov-19: A deep transfer learning network for robust automatic classification of COVID-19, pneumonia, and tuberculosis from X-rays    Michail Mamalakis, Andrew J. Swift, Bart Vorselaars, Surajit Ray, Simonne Weeks, Weiping Ding, Richard H. Clayton, Louise S. Mackenzie, Abhirup Banerjee arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Medical  CNN  PDF
• 2021-04-08 A transfer-learning approach for lesion detection in endoscopic images from the urinary tract    Jorge F. Lazo, Sara Moccia, Aldo Marzullo, Michele Catellani, Ottavio De Cobelli, Benoit Rosa, Michel de Mathelin, Elena De Momi arXiv_CV arXiv_CV  Transfer_Learning  Detection  CNN  PDF
• 2021-04-08 Post-Hoc Domain Adaptation via Guided Data Homogenization    Kurt Willis, Luis Oala arXiv_AI arXiv_AI  Transfer_Learning  Pose  Deep_Learning  PDF
• 2021-04-08 Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings    Leonardo Pepino, Pablo Riera, Luciana Ferrer arXiv_SD arXiv_SD  Embedding  Transfer_Learning  Recognition  Speech  Pose  Emotion  Deep_Learning  Speech_Recognition  PDF
• 2021-04-07 Analysis Towards Classification of Infection and Ischaemia of Diabetic Foot Ulcers    Moi Hoon Yap, Bill Cassidy, Joseph M. Pappachan, Claire O'Shea, David Gillespie, Neil Reeves arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Classification  Deep_Learning  PDF
• 2021-04-07 Affordance Transfer Learning for Human-Object Interaction Detection    Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao arXiv_CV arXiv_CV  Transfer_Learning  Pose  Action  Detection  PDF
• 2021-04-06 Efficient transfer learning for NLP with ELECTRA    François Mercier arXiv_AI arXiv_AI  Transfer_Learning  PDF
• 2021-04-06 Comparing Transfer and Meta Learning Approaches on a Unified Few-Shot Classification Benchmark    Vincent Dumoulin, Neil Houlsby, Utku Evci, Xiaohua Zhai, Ross Goroshin, Sylvain Gelly, Hugo Larochelle arXiv_CV arXiv_CV  Transfer_Learning  Classification  Few-Shot  PDF
• 2021-04-06 CodeTrans: Towards Cracking the Language of Silicone's Code Through Self-Supervised Deep Learning and High Performance Computing    Ahmed Elnaggar, Wei Ding, Llion Jones, Tom Gibbs, Tamas Feher, Christoph Angerer, Silvia Severini, Florian Matthes, Burkhard Rost arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Self-Supervised  Deep_Learning  PDF
• 2021-04-06 Hypothesis-driven Stream Learning with Augmented Memory    Mengmi Zhang, Rohil Badkundri, Morgan B. Talbot, Gabriel Kreiman arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-04-05 A Concise Review of Transfer Learning    Abolfazl Farahani, Behrouz Pourshojae, Khaled Rasheed, Hamid R. Arabnia arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Review  Survey  PDF
• 2021-04-05 SpeechStew: Simply Mix All Available Speech Recognition Data to Train One Large Neural Network    William Chan, Daniel Park, Chris Lee, Yu Zhang, Quoc Le, Mohammad Norouzi arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Speech  Speech_Recognition  Language_Model  PDF
• 2021-04-05 Acted vs. Improvised: Domain Adaptation for Elicitation Approaches in Audio-Visual Emotion Recognition    Haoqi Li, Yelin Kim, Cheng-Hao Kuo, Shrikanth Narayanan arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Knowledge  Emotion  PDF
• 2021-04-04 TATL: Task Agnostic Transfer Learning for Skin Attributes Detection    Duy M. H. Nguyen, Thu T. Nguyen, Huong Vu, Quang Pham, Manh-Duy Nguyen, Binh T. Nguyen, Daniel Sonntag arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Detection  Medical  PDF
• 2021-04-04 Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification    Shengcai Liao, Ling Shao arXiv_CV arXiv_CV  Person_Re-identification  Transfer_Learning  Represenation_Learning  Pose  Re-identification  QA  Matching  PDF
• 2021-04-03 Few-Shot Keyword Spotting in Any Language    Mark Mazumder, Colby Banbury, Josh Meyer, Pete Warden, Vijay Janapa Reddi arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Speech  Action  Classification  Few-Shot  PDF
• 2021-04-02 Using GPT-2 to Create Synthetic Data to Improve the Prediction Performance of NLP Machine Learning Classification Models    Dewayne Whitfield arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Review  Pose  Classification  CNN  Prediction  PDF
• 2021-04-02 On the Pitfalls of Learning with Limited Data: A Facial Expression Recognition Case Study    Miguel Rodríguez Santander, Juan Hernández Albarracín, Adín Ramírez Rivera arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Classification  Deep_Learning  Video_Classification  PDF
• 2021-04-01 A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification    Jong-Chyi Su, Zezhou Cheng, Subhransu Maji arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  PDF
• 2021-04-01 Evidence-based Verification for Real World Information Needs    James Thorne, Max Glockner, Gisela Vallejo, Andreas Vlachos, Iryna Gurevych arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Pose  Action  Classification  PDF
• 2021-04-01 Low-Resource Neural Machine Translation for South-Eastern African Languages    Evander Nyoni, Bruce A. Bassett arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  PDF
• 2021-03-31 Drowsiness Detection Based On Driver Temporal Behavior Using a New Developed Dataset    Farnoosh Faraji, Faraz Lotfi, Javad Khorramdel, Ali Najafi, Ali Ghaffari arXiv_CV arXiv_CV  Transfer_Learning  RNN  Pose  Classification  Detection  CNN  PDF
• 2021-03-31 Zero-Shot Language Transfer vs Iterative Back Translation for Unsupervised Machine Translation    Aviral Joshi, Chengzhi Huang, Har Simrat Singh arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Zero-Shot  PDF
• 2021-03-31 LIFT-SLAM: a deep-learning feature-based monocular visual SLAM method    Hudson M. S. Bruno, Esther L. Colombini arXiv_AI arXiv_AI  Transfer_Learning  Pose  SLAM  Deep_Learning  PDF
• 2021-03-31 PhyAug: Physics-Directed Data Augmentation for Deep Sensing Model Transfer in Cyber-Physical Systems    Wenjie Luo, Zhenyu Yan, Qun Song, Rui Tan arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Pose  Deep_Learning  Speech_Recognition  PDF
• 2021-03-31 Causal Reasoning in Simulation for Structure and Transfer Learning of Robot Manipulation Policies    Timothy E. Lee, Jialiang Zhao, Amrita S. Sawhney, Siddharth Girdhar, Oliver Kroemer arXiv_RO arXiv_RO  Transfer_Learning  Zero-Shot  Action  PDF
• 2021-03-30 SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification    Zijian Hu, Zhengyu Yang, Xuefeng Hu, Ram Nevatia arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Pose  Classification  Relation  PDF
• 2021-03-30 Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data    Oscar Mañas, Alexandre Lacoste, Xavier Giro-i-Nieto, David Vazquez, Pau Rodriguez arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-03-30 Benchmarking Representation Learning for Natural World Image Collections    Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge Belongie, Oisin Mac Aodha arXiv_CV arXiv_CV  Tracking  Transfer_Learning  Represenation_Learning  Self-Supervised  Classification  PDF
• 2021-03-30 Automated Cleanup of the ImageNet Dataset by Model Consensus, Explainability and Confident Learning    Csaba Kertész arXiv_CV arXiv_CV  Transfer_Learning  CNN  PDF
• 2021-03-30 A resource-efficient method for repeated HPO and NAS problems    Giovanni Zappella, David Salinas, Cédric Archambeau arXiv_AI arXiv_AI  NAS  Transfer_Learning  Pose  PDF
• 2021-03-29 Robust Audio-Visual Instance Discrimination    Pedro Morgado, Ishan Misra, Nuno Vasconcelos arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Relation  PDF
• 2021-03-28 Imponderous Net for Facial Expression Recognition in the Wild    Darshan Gera, S. Balasubramanian arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Face  Deep_Learning  Attention  Inference  PDF
• 2021-03-26 Multi-Disease Detection in Retinal Imaging based on Ensembling Heterogeneous Deep Learning Models    Dominik Müller, Iñaki Soto-Rey, Frank Kramer arXiv_AI arXiv_AI  Transfer_Learning  Pose  Deep_Learning  Detection  CNN  Prediction  PDF
• 2021-03-26 Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings    Adrian Wolny, Qin Yu, Constantin Pape, Anna Kreshuk arXiv_CV arXiv_CV  Segmentation  Embedding  Transfer_Learning  3D  Sparse  Self-Supervised  Pose  Medical  PDF
• 2021-03-25 OTCE: A Transferability Metric for Cross-Domain Cross-Task Representations    Yang Tan, Yang Li, Shao-Lun Huang arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Classification  Relation  PDF
• 2021-03-25 Spirit Distillation: Precise Real-time Prediction with Insufficient Data    Zhiyuan Wu, Hong Qi, Yu Jiang, Chupeng Cui, Zongmin Yang, Xinhui Xue arXiv_AI arXiv_AI  Segmentation  Transfer_Learning  Enhancement  Recognition  Knowledge  Pose  Action  Few-Shot  Autonomous  Prediction  PDF
• 2021-03-24 Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types    Thomas Mensink, Jasper Uijlings, Alina Kuznetsova, Michael Gygli, Vittorio Ferrari arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Knowledge  Classification  Detection  Object_Detection  Image_Classification  Autonomous  Recommendation  PDF
• 2021-03-24 Transfer Learning for Piano Sustain-Pedal Detection    Beici Liang, György Fazekas, Mark Sandler arXiv_SD arXiv_SD  Transfer_Learning  Knowledge  Pose  Deep_Learning  Detection  CNN  PDF
• 2021-03-24 UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark    Nicholas Lourie, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Knowledge_Graph  Pose  Language_Model  QA  PDF
• 2021-03-23 The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures    Sushant Singh, Ausif Mahmood arXiv_CL arXiv_CL  Transformer  Quantization  Transfer_Learning  Bert  Knowledge  Action  Deep_Learning  Attention  Inference  Language_Model  PDF
• 2021-03-23 Scaling Local Self-Attention For Parameter Efficient Visual Backbones    Ashish Vaswani, Prajit Ramachandran, Aravind Srinivas, Niki Parmar, Blake Hechtman, Jonathon Shlens arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Pose  Action  Classification  Detection  Object_Detection  Attention  CNN  Inference  PDF
• 2021-03-23 GISE-51: A scalable isolated sound events dataset    Sarthak Yadav, Mary Ellen Foster arXiv_SD arXiv_SD  Transfer_Learning  Recognition  CNN  PDF
• 2021-03-22 Channel Scaling: A Scale-and-Select Approach for Transfer Learning    Ken C. L. Wong, Satyananda Kashyap, Mehdi Moradi arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Pose  Medical  CNN  PDF
• 2021-03-22 MasakhaNER: Named Entity Recognition for African Languages    David Ifeoluwa Adelani, Jade Abbott, Graham Neubig, Daniel D'souza, Julia Kreutzer, Constantine Lignos, Chester Palen-Michel, Happy Buzaaba, Shruti Rijhwani, Sebastian Ruder, Stephen Mayhew, Israel Abebe Azime, Shamsuddeen Muhammad, Chris Chinenye Emezue, Joyce Nakatumba-Nabende, Perez Ogayo, Anuoluwapo Aremu, Catherine Gitau, Derguene Mbaye, Jesujoba Alabi, Seid Muhie Yimam, Tajuddeen Gwadabe, Ignatius Ezeani, Rubungo Andre Niyongabo, Jonathan Mukiibi, Verrah Otiende, Iroro Orife, Davis David, Samba Ngom, Tosin Adewumi, Paul Rayson, Mofetoluwa Adeyemi, Gerald Muriuki, Emmanuel Anebi, Chiamaka Chukwuneke, Nkiruka Odu, Eric Peter Wairagala, Samuel Oyerinde, Clemencia Siro, Tobius Saul Bateesa, Temilola Oloyede, Yvonne Wambui, Victor Akinode, Deborah Nabagereka, Maurice Katusiime, Ayodele Awokoya, et al. (15 additional authors not shown) arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Pose  PDF
• 2021-03-22 Predicting brain-age from raw T 1 -weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks    Lukas Fisch, Jan Ernsting, Nils R. Winter, Vincent Holstein, Ramona Leenings, Marie Beisemann, Kelvin Sarink, Daniel Emden, Nils Opel, Ronny Redlich, Jonathan Repple, Dominik Grotegerd, Susanne Meinert, Niklas Wulms, Heike Minnerup, Jochen G. Hirsch, Thoralf Niendorf, Beate Endemann, Fabian Bamberg, Thomas Kröncke, Annette Peters, Robin Bülow, Henry Völzke, Oyunbileg von Stackelberg, Ramona Felizitas Sowade, Lale Umutlu, Börge Schmidt, Svenja Caspers, German National Cohort Study Center Consortium, Harald Kugel, Bernhard T. Baune, Tilo Kircher, Benjamin Risse, Udo Dannlowski, Klaus Berger, Tim Hahn arXiv_CV arXiv_CV  Transfer_Learning  3D  CNN  Prediction  PDF
• 2021-03-22 Intra-Inter Camera Similarity for Unsupervised Person Re-Identification    Shiyu Xuan, Shiliang Zhang arXiv_AI arXiv_AI  Person_Re-identification  Unsupervised  Transfer_Learning  Pose  Classification  Re-identification  PDF
• 2021-03-22 Transfer Learning with Ensembles of Deep Neural Networks for Skin Cancer Classification in Imbalanced Data Sets    Aqsa Saeed Qureshi, Teemu Roos arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Medical  CNN  PDF
• 2021-03-21 A Modular and Unified Framework for Detecting and Localizing Video Anomalies    Keval Doshi, Yasin Yilmaz arXiv_CV arXiv_CV  Transfer_Learning  Pose  Detection  Object_Detection  Attention  PDF
• 2021-03-20 Visualization of Deep Transfer Learning In SAR Imagery    Abu Md Niamul Taufique, Navya Nagananda, Andreas Savakis arXiv_CV arXiv_CV  Surveillance  Transfer_Learning  Prediction  PDF
• 2021-03-19 A first step towards automated species recognition from camera trap images of mammals using AI in a European temperate forest    Mateusz Choinski, Mateusz Rogowski, Piotr Tynecki, Dries P.J. Kuijper, Marcin Churski, Jakub W. Bubnicki arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Classification  Deep_Learning  Detection  Object_Detection  GAN  PDF
• 2021-03-19 Efficient Visual Pretraining with Contrastive Detection    Olivier J. Hénaff, Skanda Koppula, Jean-Baptiste Alayrac, Aaron van den Oord, Oriol Vinyals, João Carreira arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Detection  PDF
• 2021-03-19 SoK: A Modularized Approach to Study the Security of Automatic Speech Recognition Systems    Yuxuan Chen, Jiangshan Zhang, Xuejing Yuan, Shengzhi Zhang, Kai Chen, Xiaofeng Wang, Shanqing Guo arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Knowledge  Adversarial  Speech  Pose  Action  Speech_Recognition  PDF
• 2021-03-18 Domain Generalization using Ensemble Learning    Yusuf Mesbah, Youssef Youssry Ibrahim, Adil Mehood Khan arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Deep_Learning  Prediction  PDF
• 2021-03-18 Constructive and Toxic Speech Detection for Open-domain Social Media Comments in Vietnamese    Luan Thanh Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen arXiv_AI arXiv_AI  Transfer_Learning  Bert  Speech  Pose  Detection  PDF
• 2021-03-17 Towards Few-Shot Fact-Checking via Perplexity    Nayeon Lee, Yejin Bang, Andrea Madotto, Madian Khabsa, Pascale Fung arXiv_CL arXiv_CL  Transfer_Learning  Pose  Few-Shot  Attention  Language_Model  PDF
• 2021-03-15 Siamese Network Features for Endoscopy Image and Video Localization    Mohammad Reza Mohebbian, Seyed Shahim Vedaei, Khan A. Wahid, Paul Babyn arXiv_AI arXiv_AI  Transfer_Learning  Pose  Deep_Learning  Detection  Summarization  CNN  PDF
• 2021-03-15 Improving Generalization of Transfer Learning Across Domains Using Spatio-Temporal Features in Autonomous Driving    Shivam Akhauri, Laura Zheng, Tom Goldstein, Ming Lin arXiv_CV arXiv_CV  Transfer_Learning  RNN  Salient  Pose  Quantitative  Classification  Autonomous  PDF
• 2021-03-11 Unsupervised Transfer Learning in Multilingual Neural Machine Translation with Cross-Lingual Word Embeddings    Carlos Mullov, Ngoc-Quan Pham, Alexander Waibel arXiv_CL arXiv_CL  Embedding  Unsupervised  Transfer_Learning  NMT  PDF
• 2021-03-11 Does the Magic of BERT Apply to Medical Code Assignment? A Quantitative Study    Shaoxiong Ji, Matti Hölttä, Pekka Marttinen arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Bert  Pose  Action  Quantitative  Attention  Medical  Language_Model  Prediction  PDF
• 2021-03-11 MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization    Chenguang Zhu, Yang Liu, Jie Mei, Michael Zeng arXiv_CL arXiv_CL  Transfer_Learning  Summarization  PDF
• 2021-03-10 Energy Decay Network    Jamie Nicholas Shelley, Optishell Consultancy arXiv_AI arXiv_AI  Transfer_Learning  PDF
• 2021-03-10 EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition    Maurice Gerczuk, Shahin Amiriparian, Sandra Ottl, Björn Schuller arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Emotion  Face  PDF
• 2021-03-10 A Study of Face Obfuscation in ImageNet    Kaiyu Yang, Jacqueline Yau, Li Fei-Fei, Jia Deng, Olga Russakovsky arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Face  Classification  Detection  Object_Detection  PDF
• 2021-03-10 Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve Backbones    Cheng Cui, Ruoyu Guo, Yuning Du, Dongliang He, Fu Li, Zewu Wu, Qiwen Liu, Shilei Wen, Jizhou Huang, Xiaoguang Hu, Dianhai Yu, Errui Ding, Yanjun Ma arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Knowledge  Pose  Detection  Object_Detection  Prediction  PDF
• 2021-03-08 AfriVEC: Word Embedding Models for African Languages. Case Study of Fon and Nobiin    Bonaventure F. P. Dossou, Mohammed Sabry arXiv_AI arXiv_AI  Embedding  Transfer_Learning  Knowledge  Relation  Language_Model  PDF
• 2021-03-07 Deepfake Videos in the Wild: Analysis and Detection    Jiameng Pu, Neal Mangaokar, Lauren Kelly, Parantapa Bhattacharya, Kavya Sundaram, Mobin Javed, Bolun Wang, Bimal Viswanath arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Detection  PDF
• 2021-03-06 Multitasking Deep Learning Model for Detection of Five Stages of Diabetic Retinopathy    Sharmin Majumder, Nasser Kehtarnavaz arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  Detection  PDF
• 2021-03-05 VIPriors 1: Visual Inductive Priors for Data-Efficient Deep Learning Challenges    Robert-Jan Bruintjes, Attila Lengyel, Marcos Baptista Rios, Osman Semih Kayhan, Jan van Gemert arXiv_CV arXiv_CV  Transfer_Learning  Action  Deep_Learning  PDF
• 2021-03-05 Liver Fibrosis and NAS scoring from CT images using self-supervised learning and texture encoding    Ananya Jana, Hui Qu, Carlos D. Minacapelli, Carolyn Catalano, Vinod Rustgi, Dimitris Metaxas arXiv_CV arXiv_CV  Transfer_Learning  Self-Supervised  Pose  Activity  PDF
• 2021-03-05 NemaNet: A convolutional neural network model for identification of nematodes soybean crop in brazil    Andre da Silva Abade, Lucas Faria Porto, Paulo Afonso Ferreira, Flavio de Barros Vidal arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Knowledge  Pose  Classification  CNN  PDF
• 2021-03-05 Use of Transfer Learning and Wavelet Transform for Breast Cancer Detection    Ahmed Rasheed, Muhammad Shahzad Younis, Junaid Qadir, Muhammad Bilal arXiv_AI arXiv_AI  Segmentation  Transfer_Learning  Pose  Deep_Learning  Detection  PDF
• 2021-03-05 Transfer Learning based Speech Affect Recognition in Urdu    Sara Durrani, Muhammad Umair Arshad arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Knowledge  Speech  PDF
• 2021-03-04 A Systematic Evaluation of Transfer Learning and Pseudo-labeling with BERT-based Ranking Models    Iurii Mokrii, Leonid Boytsov, Pavel Braslavski arXiv_CL arXiv_CL  Transfer_Learning  Bert  Zero-Shot  Few-Shot  PDF
• 2021-03-04 Contrastive Learning Meets Transfer Learning: A Case Study In Medical Image Analysis    Yuzhe Lu, Aadarsh Jha, Yuankai Huo arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Contrastive_Learning  Medical  PDF
• 2021-03-04 Automated Detection of Coronary Artery Stenosis in X-ray Angiography using Deep Neural Networks    Dinis L. Rodrigues, Miguel Nobre Menezes, Fausto J. Pinto, Arlindo L. Oliveira arXiv_CV arXiv_CV  Transfer_Learning  Pose  Quantitative  Classification  Detection  CNN  PDF
• 2021-03-04 End-to-end acoustic modelling for phone recognition of young readers    Lucile Gelin, Morgane Daniel, Julien Pinquier, Thomas Pellegrini arXiv_SD arXiv_SD  Transformer  Transfer_Learning  Recognition  Speech  Classification  Attention  PDF
• 2021-03-04 Transfer learning from High-Resource to Low-Resource Language Improves Speech Affect Recognition Classification Accuracy    Sara Durrani, Umair Arshad arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Speech  Emotion  Classification  PDF
• 2021-03-04 Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings    Lili Chen, Kimin Lee, Aravind Srinivas, Pieter Abbeel arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Reinforcement_Learning  CNN  PDF
• 2021-03-03 Domain Generalization: A Survey    Kaiyang Zhou, Ziwei Liu, Yu Qiao, Tao Xiang, Chen Change Loy arXiv_AI arXiv_AI  Segmentation  Person_Re-identification  Transfer_Learning  Recognition  Review  Survey  Action_Recognition  Action  Re-identification  PDF
• 2021-03-03 Learning Invariant Representations across Domains and Tasks    Jindong Wang, Wenjie Feng, Chang Liu, Chaohui Yu, Mingxuan Du, Renjun Xu, Tao Qin, Tie-Yan Liu arXiv_CV arXiv_CV  Unsupervised  Transfer_Learning  Knowledge  Adversarial  Pose  Classification  Image_Classification  PDF
• 2021-03-03 Adaptive Consistency Regularization for Semi-Supervised Transfer Learning    Abulikemu Abuduweili, Xingjian Li, Humphrey Shi, Cheng-Zhong Xu, Dejing Dou arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Knowledge  Pose  PDF
• 2021-03-02 SoundCLR: Contrastive Learning of Representations For Improved Environmental Sound Classification    Alireza Nasiri, Jianjun Hu arXiv_SD arXiv_SD  Transfer_Learning  Recognition  Speech  Pose  Contrastive_Learning  Classification  PDF
• 2021-03-02 TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning    Bingyan Liu, Yifeng Cai, Yao Guo, Xiangqun Chen arXiv_CV arXiv_CV  Transfer_Learning  Pose  PDF
• 2021-03-02 AdeNet: Deep learning architecture that identifies damaged electrical insulators in power lines    Ademola Okerinde, Lior Shamir, William Hsu, Tom Theis arXiv_AI arXiv_AI  Transfer_Learning  Deep_Learning  PDF
• 2021-03-01 Deep Bag-of-Sub-Emotions for Depression Detection in Social Media    Juan S. Lara, Mario Ezra Aragon, Fabio A. Gonzalez, Manuel Montes-y-Gomez arXiv_CL arXiv_CL  Transfer_Learning  Pose  Emotion  Deep_Learning  Detection  PDF
• 2021-02-27 Scalable Causal Transfer Learning    Mohammad Ali Javidian, Om Pandey, Pooyan Jamshidi arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Pose  Inference  PDF
• 2021-02-26 Scalable Multiagent Driving Policies For Reducing Traffic Congestion    Jiaxun Cui, William Macke, Harel Yedidsion, Aastha Goyal, Daniel Urielli, Peter Stone arXiv_AI arXiv_AI  Transfer_Learning  Reinforcement_Learning  Pose  Action  Autonomous  PDF
• 2021-02-26 Multi-task transfer learning for finding actionable information from crisis-related messages on social media    Congcong Wang, David Lillis arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Bert  Pose  Action  Classification  Prediction  PDF
• 2021-02-25 PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts using Transfer Learning    Nasi Jofche, Kostadin Mishev, Riste Stojanov, Milos Jovanovik, Dimitar Trajanov arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Bert  Text_Classification  Knowledge  Knowledge_Graph  Pose  Action  Classification  Deep_Learning  Relation  PDF
• 2021-02-25 FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation    Yuhang Zang, Chen Huang, Chen Change Loy arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Pose  Classification  PDF
• 2021-02-25 Application of Transfer Learning to Sign Language Recognition using an Inflated 3D Deep Convolutional Neural Network    Roman Töngi arXiv_CV arXiv_CV  Transfer_Learning  Recognition  3D  Deep_Learning  CNN  PDF
• 2021-02-25 Web Table Classification based on Visual Features    Babette Bühler, Heiko Paulheim arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Action  Classification  Relation  CNN  Image_Classification  PDF
• 2021-02-24 Generalized and Transferable Patient Language Representation for Phenotyping with Limited Data    Yuqi Si, Elmer V Bernstam, Kirk Roberts arXiv_CL arXiv_CL  Transfer_Learning  Represenation_Learning  Pose  Medical  PDF
• 2021-02-24 'Train one, Classify one, Teach one' -- Cross-surgery transfer learning for surgical step recognition    Daniel Neimark, Omri Bar, Maya Zohar, Gregory D. Hager, Dotan Asselmann arXiv_AI arXiv_AI  Transfer_Learning  Recognition  Self-Supervised  Pose  PDF
• 2021-02-23 A Novel Deep Learning Method for Textual Sentiment Analysis    Hossein Sadr, Mozhdeh Nazari Solimandarabi, Mir Mohsen Pedram, Mohammad Teshnehlab arXiv_CL arXiv_CL  Transfer_Learning  Knowledge  Pose  Classification  Deep_Learning  Sentiment  Attention  CNN  PDF
• 2021-02-23 Classification of Breast Cancer Lesions in Ultrasound Images by using Attention Layer and loss Ensembles in Deep Convolutional Neural Networks    Elham Yousef Kalaf, Ata Jodeiri, Seyed Kamaledin Setarehdan, Ng Wei Lin, Kartini Binti Rahman, Nur Aishah Taib, Sarinder Kaur Dhillon arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Attention  CNN  PDF
• 2021-02-23 Comparative evaluation of CNN architectures for Image Caption Generation    Sulabh Katiyar, Samir Kumar Borgohain arXiv_CV arXiv_CV  Image_Caption  Transfer_Learning  Recognition  Knowledge  Action  Deep_Learning  Attention  Caption  CNN  PDF
• 2021-02-23 Investigating Local and Global Information for Automated Audio Captioning with Transfer Learning    Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Zeyu Xie, Kai Yu arXiv_SD arXiv_SD  Transfer_Learning  Scene_Classification  Represenation_Learning  Pose  Classification  Relation  Caption  PDF
• 2021-02-22 Investigating Deep Neural Structures and their Interpretability in the Domain of Voice Conversion    Samuel J. Broughton, Md Asif Jalal, Roger K. Moore arXiv_SD arXiv_SD  Transfer_Learning  Adversarial  Speech  GAN  PDF
• 2021-02-22 EEV: A Large-Scale Dataset for Studying Evoked Expressions from Video    Jennifer J. Sun, Ting Liu, Alan S. Cowen, Florian Schroff, Hartwig Adam, Gautam Prasad arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Video_Caption  Action  Recommendation  PDF
• 2021-02-22 LogME: Practical Assessment of Pre-trained Models for Transfer Learning    Kaichao You, Yong Liu, Mingsheng Long, Jianmin Wang arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Pose  Classification  PDF
• 2021-02-22 RUBERT: A Bilingual Roman Urdu BERT Using Cross Lingual Transfer Learning    Usama Khalid, Mirza Omer Beg, Muhammad Umair Arshad arXiv_CL arXiv_CL  Transfer_Learning  Bert  Pose  Language_Model  PDF
• 2021-02-22 Bilingual Language Modeling, A transfer learning technique for Roman Urdu