Transfer_Learning
Transfer_Learning
2022-06-27
Transfer Learning via Test-Time Neural Networks Aggregation
Bruno Casella, Alessio Barbaro Chisari, Sebastiano Battiato, Mario Valerio Giuffrida
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Pose
PDF
2022-06-27
Interpretable Acoustic Representation Learning on Breathing and Speech Signals for COVID-19 Detection
Debottam Dutta, Debarpan Bhattacharya, Sriram Ganapathy, Amir H. Poorjam, Deepak Mittal, Maneesh Singh
arXiv_SD
arXiv_SD
Transfer_Learning
Represenation_Learning
Speech
Pose
Detection
Attention
CNN
PDF
2022-06-27
Automatic identification of segmentation errors for radiotherapy using geometric learning
Edward G. A. Henderson, Andrew F. Green, Marcel van Herk, Eliana M. Vasquez Osorio
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Transfer_Learning
3D
Self-Supervised
Pose
Contour
Attention
GAN
CNN
QA
PDF
2022-06-27
Linguistic Correlation Analysis: Discovering Salient Neurons in deepNLP models
Nadir Durrani, Fahim Dalvi, Hassan Sajjad
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Salient
Knowledge
Quantitative
Relation
Attention
PDF
2022-06-25
Defense against adversarial attacks on deep convolutional neural networks through nonlocal denoising
Sandhya Aneja, Nagender Aneja, Pg Emeroylariffion Abas, Abdul Ghani Naim
arXiv_CV
arXiv_CV
Transfer_Learning
Adversarial
Pose
Deep_Learning
Denoising
CNN
PDF
2022-06-24
RAPid-Learn: A Framework for Learning to Recover for Handling Novelties in Open-World Environments
Shivam Goel, Yash Shukla, Vasanth Sarathy, Matthias Scheutz, Jivko Sinapov
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Pose
Action
PDF
2022-06-24
A Novel Approach For Analysis of Distributed Acoustic Sensing System Based on Deep Transfer Learning
Ceyhun Efe Kayan, Kivilcim Yuksel Aldogan, Abdurrahman Gumus
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
RNN
Pose
Action
Classification
CNN
PDF
2022-06-24
Automatic extraction of coronary arteries using deep learning in invasive coronary angiograms
Yinghui Meng, Zhenglong Du, Chen Zhao, Minghao Dong, Drew Pienta, Zhihui Xu, Weihua Zhou
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Pose
Action
Deep_Learning
PDF
2022-06-22
Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer
Lucas N. Alegre, Ana L. C. Bazzan, Bruno C. da Silva
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Action
PDF
2022-06-22
Template-based Approach to Zero-shot Intent Recognition
Dmitry Lamanov, Pavel Burnyshev, Ekaterina Artemova, Valentin Malykh, Andrey Bout, Irina Piontkovskaya
arXiv_CL
arXiv_CL
Transfer_Learning
Enhancement
Recognition
Zero-Shot
Text_Classification
Knowledge
Classification
Inference
PDF
2022-06-22
Imitation Learning for Generalizable Self-driving Policy with Sim-to-real Transfer
Zoltán Lőrincz, Márton Szemenyei, Róbert Moni
arXiv_CV
arXiv_CV
Transfer_Learning
PDF
2022-06-21
An Efficient Industrial Federated Learning Framework for AIoT: A Face Recognition Application
Youlong Ding, Xueyang Wu, Zhitao Li, Zeheng Wu, Shengqi Tan, Qian Xu, Weike Pan, Qiang Yang
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Pose
Face
Face_Recognition
Attention
Prediction
PDF
2022-06-21
MEStereo-Du2CNN: A Novel Dual Channel CNN for Learning Robust Depth Estimates from Multi-exposure Stereo Images for HDR 3D Applications
Rohit Choudhary, Mansi Sharma, Uma T V, Rithvik Anil
arXiv_CV
arXiv_CV
Transfer_Learning
3D
Pose
Quantitative
Matching
PDF
2022-06-21
Building an Endangered Language Resource in the Classroom: Universal Dependencies for Kakataibo
Roberto Zariquiey, Claudia Alvarado, Ximena Echevarria, Luisa Gomez, Rosa Gonzales, Mariana Illescas, Sabina Oporto, Frederic Blum, Arturo Oncevay, Javier Vera
arXiv_CL
arXiv_CL
Transfer_Learning
Speech
Pose
PDF
2022-06-20
Remote Sensing Image Classification using Transfer Learning and Attention Based Deep Neural Network
Lam Pham, Khoa Tran, Dat Ngo, Jasmin Lampert, Alexander Schindler
arXiv_CV
arXiv_CV
Transfer_Learning
Scene_Classification
Pose
Classification
Deep_Learning
Detection
Object_Detection
Attention
Image_Classification
PDF
2022-06-20
An Empirical Analysis on the Vulnerabilities of End-to-End Speech Segregation Models
Rahil Parikh, Gaspar Rochette, Carol Espy-Wilson, Shihab Shamma
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Speech
Pose
PDF
2022-06-19
Learning Multi-Task Transferable Rewards via Variational Inverse Reinforcement Learning
Se-Wook Yoo, Seung-Woo Seo
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Regularization
Adversarial
Pose
Action
PDF
2022-06-19
Agricultural Plantation Classification using Transfer Learning Approach based on CNN
Uphar Singh, Tushar Musale, Ranjana Vyas, O.P.Vyas (Indian Institute of Information Technology, Allahabad, India)
arXiv_AI
arXiv_AI
Transfer_Learning
Recognition
Pose
Classification
Deep_Learning
CNN
PDF
2022-06-19
Terrain Classification using Transfer Learning on Hyperspectral Images: A Comparative study
Uphar Singh, Kumar Saurabh, Neelaksh Trehan, Ranjana Vyas, O.P. Vyas
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
Classification
Deep_Learning
CNN
Image_Classification
PDF
2022-06-19
Transfer Learning for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping
Jenthe Thienpondt, Kris Demuynck
arXiv_SD
arXiv_SD
Transformer
Transfer_Learning
Enhancement
Recognition
Speech
Pose
Speech_Recognition
PDF
2022-06-19
Scalable Neural Data Server: A Data Recommender for Transfer Learning
Tianshi Cao, Sasha Doubov, David Acuna, Sanja Fidler
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Recommendation
PDF
2022-06-18
Multistream Gaze Estimation with Anatomical Eye Region Isolation by Synthetic to Real Transfer Learning
Zunayed Mahmud, Paul Hungler, Ali Etemad
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Gaze_Estimation
PDF
2022-06-17
CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer
Yao Mu, Shoufa Chen, Mingyu Ding, Jianyu Chen, Runjian Chen, Ping Luo
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Reinforcement_Learning
Pose
Attention
PDF
2022-06-17
A Survey on Computational Intelligence-based Transfer Learning
Mohamad Zamini, Eunjin Kim
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Survey
PDF
2022-06-17
FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification
Aliaksandra Shysheya, John Bronskill, Massimiliano Patacchiola, Sebastian Nowozin, Richard E Turner
arXiv_CV
arXiv_CV
Transfer_Learning
Classification
Deep_Learning
Few-Shot
Image_Classification
PDF
2022-06-17
COVID-19 Detection using Transfer Learning with Convolutional Neural Network
Pramit Dutta, Tanny Roy, Nafisa Anjum
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Detection
CNN
PDF
2022-06-17
Multi-Classification of Brain Tumor Images Using Transfer Learning Based Deep Neural Network
Pramit Dutta, Khaleda Akhter Sathi, Md. Saiful Islam
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Classification
PDF
2022-06-16
Recursive Neural Programs: Variational Learning of Image Grammars and Part-Whole Hierarchies
Ares Fisher, Rajesh P.N. Rao
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Inference
PDF
2022-06-16
Understanding Decision-Time vs. Background Planning in Model-Based Reinforcement Learning
Safa Alver, Doina Precup
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
PDF
2022-06-15
Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification
Adrian El Baz, André Carvalho, Hong Chen, Fabio Ferreira, Henry Gouk, Shell Hu, Frank Hutter, Zhengying Liu, Felix Mohr, Jan van Rijn, Xin Wang, Isabelle Guyon (TAU, LISN)
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Classification
Few-Shot
GAN
Image_Classification
PDF
2022-06-15
Subsurface Depths Structure Maps Reconstruction with Generative Adversarial Networks
Dmitry Ivlev
arXiv_CV
arXiv_CV
Reconstruction
Transfer_Learning
Super_Resolution
3D
Knowledge
Adversarial
Pose
Face
Survey
GAN
PDF
2022-06-14
Evaluating histopathology transfer learning with ChampKit
Jakub R. Kaczmarzyk, Tahsin M. Kurc, Shahira Abousamra, Rajarsi Gupta, Joel H. Saltz, Peter K. Koo
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Classification
Deep_Learning
Detection
Image_Classification
Prediction
PDF
2022-06-14
Quantitative Imaging Principles Improves Medical Image Learning
Lambert T. Leong, Michael C. Wong, Yannik Glaser, Thomas Wolfgruber, Steven B. Heymsfield, Peter Sadwoski, John A. Shepherd
arXiv_CV
arXiv_CV
Transfer_Learning
Self-Supervised
Pose
Quantitative
Medical
PDF
2022-06-14
Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition
Wang Lu, Jindong Wang, Yiqiang Chen, Sinno Jialin Pan, Chunyu Hu, Xin Qin
arXiv_AI
arXiv_AI
Transfer_Learning
Recognition
Pose
Classification
Attention
Activity
PDF
2022-06-13
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning
Yi-Lin Sung, Jaemin Cho, Mohit Bansal
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
VQA
Prediction
QA
PDF
2022-06-13
Anomaly Detection and Inter-Sensor Transfer Learning on Smart Manufacturing Datasets
Mustafa Abdallah, Byung-Gun Joung, Wo Jae Lee, Charilaos Mousoulis, John W. Sutherland, Saurabh Bagchi
arXiv_AI
arXiv_AI
Transfer_Learning
Sparse
Salient
Knowledge
Pose
Classification
Detection
PDF
2022-06-12
Modeling Generalized Specialist Approach To Train Quality Resilient Snapshot Ensemble
Ghalib Ahmed Tahir, Chu Kiong Loo, Zongying Liu
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Classification
CNN
PDF
2022-06-12
PAC-Net: A Model Pruning Approach to Inductive Transfer Learning
Sanghoon Myung, In Huh, Wonik Jang, Jae Myung Choe, Jisu Ryu, Dae Sin Kim, Kee-Eung Kim, Changwook Jeong
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
Deep_Learning
PDF
2022-06-12
APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking
Yuxiang Yang, Junjie Yang, Yufei Xu, Jing Zhang, Long Lan, Dacheng Tao
arXiv_CV
arXiv_CV
Tracking
Transfer_Learning
Pose_Estimation
Pose
PDF
2022-06-11
Toward Real-world Single Image Deraining: A New Benchmark and Beyond
Wei Li, Qiming Zhang, Jing Zhang, Zhen Huang, Xinmei Tian, Dacheng Tao
arXiv_CV
arXiv_CV
Transfer_Learning
Restoration
Pose
Attention
PDF
2022-06-10
Dynamic stability of power grids -- new datasets for Graph Neural Networks
Christian Nauck, Michael Lindner, Konstantin Schürholt, Frank Hellmann
arXiv_AI
arXiv_AI
Transfer_Learning
Prediction
PDF
2022-06-10
Efficient Per-Shot Convex Hull Prediction By Recurrent Learning
Somdyuti Paul, Andrey Norkin, Alan C. Bovik
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Deep_Learning
CNN
Prediction
PDF
2022-06-09
Data-Efficient Double-Win Lottery Tickets from Robust Pre-training
Tianlong Chen, Zhenyu Zhang, Sijia Liu, Yang Zhang, Shiyu Chang, Zhangyang Wang
arXiv_AI
arXiv_AI
Transfer_Learning
Sparse
Adversarial
Pose
Matching
PDF
2022-06-09
CFA: Coupled-hypersphere-based Feature Adaptation for Target-Oriented Anomaly Localization
Sungwook Lee, Seunghyun Lee, Byung Cheol Song
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Quantitative
Detection
PDF
2022-06-08
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning
Yu Jin Kim, Beong-woo Kwak, Youngwook Kim, Reinald Kim Amplayo, Seung-won Hwang, Jinyoung Yeo
arXiv_AI
arXiv_AI
Transfer_Learning
Zero-Shot
Knowledge
Knowledge_Graph
Pose
QA
PDF
2022-06-07
Discrete State-Action Abstraction via the Successor Representation
Amnon Attali, Pedro Cisneros-Velarde, Marco Morales, Nancy M. Amato
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Sparse
Pose
Action
PDF
2022-06-07
Transfer learning to decode brain states reflecting the relationship between cognitive tasks
Youzhi Qu, Xinyao Jian, Wenxin Che, Penghui Du, Kai Fu, Quanying Liu
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
Relation
PDF
2022-06-06
Robust Fine-Tuning of Deep Neural Networks with Hessian-based Generalization Guarantees
Haotian Ju, Dongyue Li, Hongyang R. Zhang
arXiv_CV
arXiv_CV
Transfer_Learning
Regularization
Classification
Image_Classification
PDF
2022-06-06
Hardware-accelerated Mars Sample Localization via deep transfer learning from photorealistic simulations
Raúl Castilla-Arquillo, Carlos Jesús Pérez-del-Pulgar, Gonzalo Jesús Paz-Delgado, Levin Gerdes
arXiv_AI
arXiv_AI
Transfer_Learning
3D
Pose_Estimation
Pose
Face
Detection
Autonomous
PDF
2022-06-06
Transfer Learning based Search Space Design for Hyperparameter Tuning
Yang Li, Yu Shen, Huaijun Jiang, Tianyi Bai, Wentao Zhang, Ce Zhang, Bin Cui
arXiv_AI
arXiv_AI
NAS
Transfer_Learning
Optimization
Knowledge
Deep_Learning
PDF
2022-06-06
MorisienMT: A Dataset for Mauritian Creole Machine Translation
Raj Dabre, Aneerav Sukhoo
arXiv_CL
arXiv_CL
Transfer_Learning
Pose
NMT
PDF
2022-06-04
Actuarial Applications of Natural Language Processing Using Transformers: Case Studies for Using Text Features in an Actuarial Context
Andreas Troxler (AT Analytics), Jürg Schelldorfer (Swiss Re)
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Classification
Prediction
PDF
2022-06-03
MetaLR: Layer-wise Learning Rate based on Meta-Learning for Adaptively Fine-tuning Medical Pre-trained Models
Yixiong Chen, Jingxian Li, Hua Jiang, Li Liu, Chris Ding
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Medical
PDF
2022-06-03
Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation
Chenyu You, Jinlin Xiang, Kun Su, Xiaoran Zhang, Siyuan Dong, John Onofrey, Lawrence Staib, James S. Duncan
arXiv_AI
arXiv_AI
Segmentation
Embedding
Transfer_Learning
Pose
Medical
PDF
2022-06-02
Examining the behaviour of state-of-the-art convolutional neural networks for brain tumor detection with and without transfer learning
Md. Atik Ahamed, Rabeya Tus Sadia
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Classification
Detection
CNN
PDF
2022-06-02
Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection
Juuso Eronen, Michal Ptaszynski, Fumito Masui, Masaki Arata, Gniewosz Leliwa, Michal Wroczynski
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Detection
Relation
PDF
2022-06-01
Evaluating Gaussian Grasp Maps for Generative Grasping Models
William Prew, Toby P. Breckon, Magnus Bordewich, Ulrik Beierholm
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Attention
Inference
PDF
2022-06-01
CellCentroidFormer: Combining Self-attention and Convolution for Cell Detection
Royden Wagner, Karl Rohr
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Pose
Deep_Learning
Detection
Attention
CNN
PDF
2022-06-01
Supervised Denoising of Diffusion-Weighted Magnetic Resonance Images Using a Convolutional Neural Network and Transfer Learning
Jakub Jurek, Andrzej Materka, Kamil Ludwisiak, Agata Majos, Kamil Gorczewski, Kamil Cepuch, Agata Zawadzka
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Quantitative
Denoising
CNN
PDF
2022-05-31
A Cross-City Federated Transfer Learning Framework: A Case Study on Urban Region Profiling
Gaode Chen, Yijun Su, Xinghua Zhang, Anmin Hu, Guochun Chen, Siyuan Feng, Ji Xiang, Junbo Zhang, Yu Zheng
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Pose
Relation
GAN
PDF
2022-05-31
Variational Transfer Learning using Cross-Domain Latent Modulation
Jinyong Hou, Jeremiah D. Deng, Stephen Cranefield, Xuejie Din
arXiv_AI
arXiv_AI
Unsupervised
Transfer_Learning
Pose
Inference
PDF
2022-05-30
HiViT: Hierarchical Vision Transformer Meets Masked Image Modeling
Xiaosong Zhang, Yunjie Tian, Wei Huang, Qixiang Ye, Qi Dai, Lingxi Xie, Qi Tian
arXiv_CV
arXiv_CV
Transformer
Segmentation
Transfer_Learning
Self-Supervised
Pose
Detection
Attention
PDF
2022-05-28
Looks Like Magic: Transfer Learning in GANs to Generate New Card Illustrations
Matheus K. Venturelli, Pedro H. Gomes, Jônatas Wehrmann
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Face
Quantitative
GAN
PDF
2022-05-28
Multi-Source 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
Autonomous
PDF
2022-05-27
Punctuation Restoration in Spanish Customer Support Transcripts using Transfer Learning
Xiliang Zhu, Shayna Gardiner, David Rossouw, Tere Roldán, Simon Corston-Oliver
arXiv_CL
arXiv_CL
Transfer_Learning
Recognition
Restoration
Speech
Pose
Speech_Recognition
PDF
2022-05-27
Classification of COVID-19 Patients with their Severity Level from Chest CT Scans using Transfer Learning
Mansi Gupta, Aman Swaraj, Karan Verma
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Action
Classification
Deep_Learning
Medical
PDF
2022-05-27
Semantic-aware Dense Representation Learning for Remote Sensing Image Change Detection
Hao Chen, Wenyuan Li, Song Chen, Zhenwei Shi
arXiv_CV
arXiv_CV
Transfer_Learning
Represenation_Learning
Self-Supervised
Pose
Quantitative
Deep_Learning
Detection
PDF
2022-05-26
Efficient textual explanations for complex road and traffic scenarios based on semantic segmentation
Yiyue Zhao, Xinyu Yun, Chen Chai, Zhiyu Liu, Wenxuan Fan, Xiao Luo
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Semantic_Segmentation
Knowledge
Pose
Autonomous
PDF
2022-05-25
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation
Tu Vu, Aditya Barua, Brian Lester, Daniel Cer, Mohit Iyyer, Noah Constant
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Summarization
PDF
2022-05-25
Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-tuning
Mozhdeh Gheini, Xuezhe Ma, Jonathan May
arXiv_CL
arXiv_CL
Transfer_Learning
Optimization
Knowledge
Pose
Language_Model
PDF
2022-05-24
Linear Connectivity Reveals Generalization Strategies
Jeevesh Juneja, Rachit Bansal, Kyunghyun Cho, João Sedoc, Naomi Saphra
arXiv_CL
arXiv_CL
Transfer_Learning
Face
PDF
2022-05-24
Face2Text revisited: Improved data set and baseline results
Marc Tanti, Shaun Abdilla, Adrian Muscat, Claudia Borg, Reuben A. Farrugia, Albert Gatt
arXiv_CV
arXiv_CV
Image_Caption
Transfer_Learning
RNN
Face
Attention
PDF
2022-05-24
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing
Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova
arXiv_CL
arXiv_CL
Transfer_Learning
Language_Model
PDF
2022-05-24
Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer
Ahmet Üstün, Arianna Bisazza, Gosse Bouma, Gertjan van Noord, Sebastian Ruder
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Zero-Shot
Knowledge
Pose
Few-Shot
PDF
2022-05-23
When does Parameter-Efficient Transfer Learning Work for Machine Translation?
Ahmet Üstün, Asa Cooper Stickland
arXiv_CL
arXiv_CL
Transfer_Learning
PDF
2022-05-23
Cross-lingual Lifelong Learning
Meryem M'hamdi, Xiang Ren, Jonathan May
arXiv_CL
arXiv_CL
Transfer_Learning
Knowledge
PDF
2022-05-23
Paddy Doctor: A Visual Image Dataset for Paddy Disease Classification
Petchiammal A, Briskline Kiruba S, D. Murugan, Pandarasamy A
arXiv_CV
arXiv_CV
Transfer_Learning
Face
Classification
Detection
GAN
CNN
PDF
2022-05-22
The Geometry of Multilingual Language Model Representations
Tyler A. Chang, Zhuowen Tu, Benjamin K. Bergen
arXiv_CL
arXiv_CL
Transfer_Learning
Speech
Language_Model
Prediction
PDF
2022-05-22
Classification of Quasars, Galaxies, and Stars in the Mapping of the Universe Multi-modal Deep Learning
Sabeesh Ethiraj, Bharath Kumar Bolla
arXiv_AI
arXiv_AI
Transfer_Learning
Survey
Action
Classification
Deep_Learning
Prediction
PDF
2022-05-21
Vision Transformers in 2022: An Update on Tiny ImageNet
Ethan Huynh
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Attention
PDF
2022-05-20
Action Recognition for American Sign Language
Nguyen Huu Phong, Bernardete Ribeiro
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Gesture
RNN
Action_Recognition
Action
PDF
2022-05-20
Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors
Ravid Shwartz-Ziv, Micah Goldblum, Hossein Souri, Sanyam Kapoor, Chen Zhu, Yann LeCun, Andrew Gordon Wilson
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Self-Supervised
Face
Classification
Deep_Learning
PDF
2022-05-20
Deep transfer learning for image classification: a survey
Jo Plested, Tom Gedeon
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Knowledge
Review
Survey
Classification
Relation
CNN
Image_Classification
PDF
2022-05-19
Human Gender Prediction Based on Deep Transfer Learning from Panoramic Radiograph Images
I. Atas
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Classification
Deep_Learning
Prediction
PDF
2022-05-19
Robust and Efficient Medical Imaging with Self-Supervision
Shekoofeh Azizi, Laura Culp, Jan Freyberg, Basil Mustafa, Sebastien Baur, Simon Kornblith, Ting Chen, Patricia MacWilliams, S. Sara Mahdavi, Ellery Wulczyn, Boris Babenko, Megan Wilson, Aaron Loh, Po-Hsuan Cameron Chen, Yuan Liu, Pinal Bavishi, Scott Mayer McKinney, Jim Winkens, Abhijit Guha Roy, Zach Beaver, Fiona Ryan, Justin Krogue, Mozziyar Etemadi, Umesh Telang, Yun Liu, Lily Peng, Greg S. Corrado, Dale R. Webster, David Fleet, Geoffrey Hinton, Neil Houlsby, Alan Karthikesalingam, Mohammad Norouzi, Vivek Natarajan
arXiv_AI
arXiv_AI
Transfer_Learning
Represenation_Learning
Self-Supervised
Medical
Matching
PDF
2022-05-19
TransTab: Learning Transferable Tabular Transformers Across Tables
Zifeng Wang, Jimeng Sun
arXiv_AI
arXiv_AI
Transformer
Embedding
Transfer_Learning
Self-Supervised
Pose
PDF
2022-05-19
EXPANSE: A Deep Continual / Progressive Learning System for Deep Transfer Learning
Mohammadreza Iman, John A. Miller, Khaled Rasheed, Robert M. Branchinst, Hamid R. Arabnia
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Pose
Face
Deep_Learning
PDF
2022-05-18
Global Contrast Masked Autoencoders Are Powerful Pathological Representation Learners
Hao Quan, Xingyu Li, Weixing Chen, Mingchen Zou, Ruijie Yang, Tingting Zheng, Ruiqun Qi, Xinghua Gao, Xiaoyu Cui
arXiv_CV
arXiv_CV
Transfer_Learning
Self-Supervised
Pose
Classification
Deep_Learning
Medical
PDF
2022-05-18
Federated Learning: Applications, Challenges and Future Scopes
Subrato Bharati, M. Rubaiyat Hossain Mondal, Prajoy Podder, V. B. Surya Prasath
arXiv_AI
arXiv_AI
Transfer_Learning
Gradient_Descent
Review
Pose
Deep_Learning
Medical
Recommendation
PDF
2022-05-18
Evaluation of Transfer Learning for Polish with a Text-to-Text Model
Aleksandra Chrabrowa, Łukasz Dragan, Karol Grzegorczyk, Dariusz Kajtoch, Mikołaj Koszowski, Robert Mroczkowski, Piotr Rybak
arXiv_CL
arXiv_CL
Unsupervised
Transfer_Learning
Pose
Denoising
Summarization
PDF
2022-05-18
Persian Natural Language Inference: A Meta-learning approach
Heydar Soudani, Mohammad Hassan Mojab, Hamid Beigy
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Pose
Inference
QA
PDF
2022-05-17
Geographical Distance Is The New Hyperparameter: A Case Study Of Finding The Optimal Pre-trained Language For English-isiZulu Machine Translation
Muhammad Umair Nasir, Innocent Amos Mchechesi
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
PDF
2022-05-17
A unified framework for dataset shift diagnostics
Felipe Maia Polo, Rafael Izbicki, Evanildo Gomes Lacerda Jr, Juan Pablo Ibieta-Jimenez, Renato Vicente
arXiv_AI
arXiv_AI
Transfer_Learning
Face
Classification
Detection
Prediction
PDF
2022-05-17
When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning
Orion Weller, Kevin Seppi, Matt Gardner
arXiv_CL
arXiv_CL
Transfer_Learning
PDF
2022-05-16
Manifold Characteristics That Predict Downstream Task Performance
Ruan van der Merwe, Gregory Newman, Etienne Barnard
arXiv_CV
arXiv_CV
Tracking
Transfer_Learning
Gradient_Descent
Adversarial
Self-Supervised
Pose
PDF
2022-05-15
Fused Deep Neural Network based Transfer Learning in Occluded Face Classification and Person re-Identification
Mohamed Mohana, Prasanalakshmi B, Salem Alelyani, Mohammed Saleh Alsaqer
arXiv_CV
arXiv_CV
Surveillance
Person_Re-identification
Transfer_Learning
Facial_Landmark
Recognition
Face
Classification
Detection
Face_Recognition
Re-identification
Matching
PDF
2022-05-14
Classification of Astronomical Bodies by Efficient Layer Fine-Tuning of Deep Neural Networks
Sabeesh Ethiraj, Bharath Kumar Bolla
arXiv_AI
arXiv_AI
NAS
Transfer_Learning
Classification
PDF
2022-05-14
Revisiting Facial Key Point Detection: An Efficient Approach Using Deep Neural Networks
Prathima Dileep, Bharath Kumar Bolla, Sabeesh Ethiraj
arXiv_AI
arXiv_AI
NAS
Transfer_Learning
Facial_Landmark
Emotion
Face
Deep_Learning
Detection
Inference
PDF
2022-05-14
Efficient Deep Learning Methods for Identification of Defective Casting Products
Bharath Kumar Bolla, Mohan Kingam, Sabeesh Ethiraj
arXiv_AI
arXiv_AI
NAS
Transfer_Learning
Classification
Deep_Learning
Detection
PDF
2022-05-14
Improving Neural Machine Translation of Indigenous Languages with Multilingual Transfer Learning
Wei-Rui Chen, Muhammad Abdul-Mageed
arXiv_CL
arXiv_CL
Transfer_Learning
Quantitative
PDF
2022-05-13
Toward a Geometrical Understanding of Self-supervised Contrastive Learning
Romain Cosentino, Anirvan Sengupta, Salman Avestimehr, Mahdi Soltanolkotabi, Antonio Ortega, Ted Willke, Mariano Tepper
arXiv_AI
arXiv_AI
Embedding
Transfer_Learning
Self-Supervised
Contrastive_Learning
Action
Relation
PDF
2022-05-13
Revisiting the Updates of a Pre-trained Model for Few-shot Learning
Yujin Kim, Jaehoon Oh, Sungnyun Kim, Se-Young Yun
arXiv_CV
arXiv_CV
Transfer_Learning
Few-Shot
PDF
2022-05-12
DTW at Qur'an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource Domain
Damith Premasiri, Tharindu Ranasinghe, Wajdi Zaghouani, Ruslan Mitkov
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
QA
PDF
2022-05-12
Target Aware Network Architecture Search and Compression for Efficient Knowledge Transfer
S.H.Shabbeer Basha, Debapriya Tula, Sravan Kumar Vinakota, Shiv Ram Dubey
arXiv_CV
arXiv_CV
NAS
Transfer_Learning
Knowledge
Pose
CNN
PDF
2022-05-12
SimCPSR: Simple Contrastive Learning for Paper Submission Recommendation System
Duc H. Le, Tram T. Doan, Son T. Huynh, Binh T. Nguyen
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Pose
Contrastive_Learning
Language_Model
Recommendation
PDF
2022-05-11
Automatic Tuberculosis and COVID-19 cough classification using deep learning
Madhurananda Pahar, Marisa Klopper, Byron Reeve, Rob Warren, Grant Theron, Andreas Diacon, Thomas Niesler
arXiv_SD
arXiv_SD
Transfer_Learning
RNN
Speech
Classification
Deep_Learning
GAN
PDF
2022-05-11
AutoKE: An automatic knowledge embedding framework for scientific machine learning
Mengge Du, Yuntian Chen, Dongxiao Zhang
arXiv_CL
arXiv_CL
NAS
Embedding
Transfer_Learning
Knowledge
Pose
Prediction
PDF
2022-05-11
ReFine: Re-randomization before Fine-tuning for Cross-domain Few-shot Learning
Jaehoon Oh, Sungnyun Kim, Namgyu Ho, Jin-Hwa Kim, Hwanjun Song, Se-Young Yun
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Few-Shot
Attention
PDF
2022-05-10
Object Detection in Indian Food Platters using Transfer Learning with YOLOv4
Deepanshu Pandey, Purva Parmar, Gauri Toshniwal, Mansi Goel, Vishesh Agrawal, Shivangi Dhiman, Lavanya Gupta, Ganesh Bagler
arXiv_CV
arXiv_CV
Transfer_Learning
Detection
Object_Detection
PDF
2022-05-10
CoDo: Contrastive Learning with Downstream Background Invariance for Detection
Bing Zhao, Jun Li, Hong Zhu
arXiv_AI
arXiv_AI
Transfer_Learning
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Classification
Detection
Object_Detection
PDF
2022-05-09
An Effective Scheme for Maize Disease Recognition based on Deep Networks
Saeedeh Osouli, Behrouz Bolourian Haghighi, Ehsan Sadrossadat
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Pose
Detection
Object_Detection
PDF
2022-05-09
Sub-Word Alignment Is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine Translation
Minhan Xu, Yu Hong
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
PDF
2022-05-09
ProQA: Structural Prompt-based Pre-training for Unified Question Answering
Wanjun Zhong, Yifan Gao, Ning Ding, Yujia Qin, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Knowledge
Few-Shot
QA
PDF
2022-05-09
Muskits: an End-to-End Music Processing Toolkit for Singing Voice Synthesis
Jiatong Shi, Shuai Guo, Tao Qian, Nan Huo, Tomoki Hayashi, Yuning Wu, Frank Xu, Xuankai Chang, Huazhe Li, Peter Wu, Shinji Watanabe, Qin Jin
arXiv_SD
arXiv_SD
Transformer
Transfer_Learning
RNN
Knowledge
Speech
PDF
2022-05-08
On the Use of BERT for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation
Yongjie Wang, Chuan Wang, Ruobing Li, Hui Lin
arXiv_AI
arXiv_AI
Transfer_Learning
Bert
RNN
Pose
Deep_Learning
PDF
2022-05-07
Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention
Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Pose
Attention
Language_Model
PDF
2022-05-07
Keratoconus Classifier for Smartphone-based Corneal Topographer
Siddhartha Gairola, Pallavi Joshi, Anand Balasubramaniam, Kaushik Murali, Nipun Kwatra, Mohit Jain
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Quantitative
Medical
CNN
PDF
2022-05-07
Utility-Oriented Underwater Image Quality Assessment Based on Transfer Learning
Weiling Chen, Rongfu Lin, Honggang Liao, Tiesong Zhao, Ke Gu, Patrick Le Callet
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Pose
Detection
Relation
QA
PDF
2022-05-06
RCMNet: A deep learning model assists CAR-T therapy for leukemia
Ruitao Zhang, Xueying Han, Ijaz Gul, Shiyao Zhai, Ying Liu, Yongbing Zhang, Yuhan Dong, Lan Ma, Dongmei Yu, Jin Zhou, Peiwu Qin
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Pose
Classification
Deep_Learning
CNN
Image_Classification
PDF
2022-05-06
Large Scale Transfer Learning for Differentially Private Image Classification
Harsh Mehta, Abhradeep Thakurta, Alexey Kurakin, Ashok Cutkosky
arXiv_CV
arXiv_CV
Transfer_Learning
Gradient_Descent
Adversarial
Classification
Deep_Learning
Image_Classification
PDF
2022-05-05
Understanding Transfer Learning for Chest Radiograph Clinical Report Generation with Modified Transformer Architectures
Edward Vendrow, Ethan Schonfeld
arXiv_AI
arXiv_AI
Image_Caption
Transformer
Embedding
Transfer_Learning
Bert
Pose
Medical
Caption
PDF
2022-05-04
Evaluating Transferability for Covid 3D Localization Using CT SARS-CoV-2 segmentation models
Constantine Maganaris, Eftychios Protopapadakis, Nikolaos Bakalos, Nikolaos Doulamis, Dimitris Kalogeras, Aikaterini Angeli
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Semantic_Segmentation
3D
Deep_Learning
Detection
PDF
2022-05-04
ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks
Marcely Zanon Boito, John Ortega, Hugo Riguidel, Antoine Laurent, Loïc Barrault, Fethi Bougares, Firas Chaabani, Ha Nguyen, Florentin Barbier, Souhir Gahbiche, Yannick Estève
arXiv_CL
arXiv_CL
Transfer_Learning
Recognition
Speech
Self-Supervised
Speech_Recognition
PDF
2022-05-03
Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity?
Subba Reddy Oota, Jashn Arora, Veeral Agarwal, Mounika Marreddy, Manish Gupta, Bapi Raju Surampudi
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Relation
Summarization
Activity
Inference
Language_Model
PDF
2022-05-03
Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning
Mike Zhang, Kristian Nørgaard Jensen, Barbara Plank
arXiv_CL
arXiv_CL
Transfer_Learning
Bert
Zero-Shot
Classification
Few-Shot
PDF
2022-05-01
Preserve Pre-trained Knowledge: Transfer Learning With Self-Distillation For Action Recognition
Yang Zhou, Zhanhao He, Keyu Lu, Guanhong Wang, Gaoang Wang
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Represenation_Learning
Knowledge
Self-Supervised
Pose
Action_Recognition
Action
PDF
2022-05-01
Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach
Meisin Lee, Lay-Ki Soon, Eu-Gene Siew
arXiv_CL
arXiv_CL
Transfer_Learning
Action
Classification
Relation
Prediction
PDF
2022-04-29
Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation
Gusseppe Bravo-Rocca, Peini Liu, Jordi Guitart, Ajay Dholakia, David Ellison, Miroslav Hodak
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
Prediction
PDF
2022-04-29
Fix the Noise: Disentangling Source Feature for Transfer Learning of StyleGAN
Dongyeun Lee, Jae Young Lee, Doyeon Kim, Jaehyun Choi, Junmo Kim
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
GAN
Matching
PDF
2022-04-29
Por Qu'e N~ao Utiliser Alla Spr{aa}k? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer
Haoran Xu, Kenton Murray
arXiv_CL
arXiv_CL
Transfer_Learning
Optimization
Pose
Few-Shot
PDF
2022-04-28
Model Selection, Adaptation, and Combination for Deep Transfer Learning through Neural Networks in Renewable Energies
Jens Schreiber, Bernhard Sick
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
Prediction
PDF
2022-04-28
Resource-efficient domain adaptive pre-training for medical images
Yasar Mehmood, Usama Ijaz Bajwa, Xianfang Sun
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Deep_Learning
Medical
PDF
2022-04-28
Adversarial Fine-tune with Dynamically Regulated Adversary
Pengyue Hou, Ming Zhou, Jie Han, Petr Musilek, Xingyu Li
arXiv_AI
arXiv_AI
Transfer_Learning
Adversarial
Pose
Autonomous
PDF
2022-04-27
Transfer Learning with Pre-trained Conditional Generative Models
Shin'ya Yamaguchi, Sekitoshi Kanai, Atsutoshi Kumagai, Daiki Chijiwa, Hisashi Kashima
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Pose
PDF
2022-04-27
A Comprehensive Understanding of Code-mixed Language Semantics using Hierarchical Transformer
Ayan Sengupta, Tharun Suresh, Md Shad Akhtar, Tanmoy Chakraborty
arXiv_CL
arXiv_CL
Transformer
Embedding
Transfer_Learning
Zero-Shot
Represenation_Learning
Pose
Relation
Attention
Language_Model
PDF
2022-04-26
Meta-free representation learning for few-shot learning via stochastic weight averaging
Kuilin Chen, Chi-Guhn Lee
arXiv_CV
arXiv_CV
Transfer_Learning
Represenation_Learning
Pose
Classification
Few-Shot
Attention
Prediction
PDF
2022-04-25
Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation
Antoine Saporta, Arthur Douillard, Tuan-Hung Vu, Patrick Pérez, Matthieu Cord
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Transfer_Learning
Semantic_Segmentation
Pose
Face
PDF
2022-04-25
Multi-objective Pointer Network for Combinatorial Optimization
Le-yang Gao, Rui Wang, Chuang Liu, Zhao-hong Jia
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Optimization
Pose
PDF
2022-04-25
Audio-Visual Scene Classification Using A Transfer Learning Based Joint Optimization Strategy
Chengxin Chen, Meng Wang, Pengyuan Zhang
arXiv_CV
arXiv_CV
Embedding
Transfer_Learning
Scene_Classification
Optimization
Pose
Classification
Attention
PDF
2022-04-25
A Hybrid Defense Method against Adversarial Attacks on Traffic Sign Classifiers in Autonomous Vehicles
Zadid Khan, Mashrur Chowdhury, Sakib Mahmud Khan
arXiv_CV
arXiv_CV
Transfer_Learning
Gradient_Descent
Recognition
Optical_Character
Adversarial
Classification
Autonomous
PDF
2022-04-24
Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training
Yuanxin Liu, Fandong Meng, Zheng Lin, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou
arXiv_CL
arXiv_CL
Transfer_Learning
Bert
Pose
Language_Model
Matching
PDF
2022-04-23
Improving Self-Supervised Learning-based MOS Prediction Networks
Bálint Gyires-Tóth, Csaba Zainkó
arXiv_AI
arXiv_AI
Quantization
Transfer_Learning
RNN
Speech
Self-Supervised
Prediction
PDF
2022-04-22
HRPlanes: High Resolution Airplane Dataset for Deep Learning
Tolga Bakirman, Elif Sertel
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
Deep_Learning
Detection
Object_Detection
PDF
2022-04-22
Transfer Learning from Synthetic In-vitro Soybean Pods Dataset for In-situ Segmentation of On-branch Soybean Pod
Si Yang, Lihua Zheng, Xieyuanli Chen, Laura Zabawa, Man Zhang, Minjuan Wang
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Pose
Deep_Learning
PDF
2022-04-22
Detecting early signs of depression in the conversational domain: The role of transfer learning in low-resource scenarios
Petr Lorenc, Ana-Sabina Uban, Paolo Rosso, Jan Šedivý
arXiv_CL
arXiv_CL
Transfer_Learning
Detection
PDF
2022-04-21
Progressive Training of A Two-Stage Framework for Video Restoration
Meisong Zheng, Qunliang Xing, Minglang Qiao, Mai Xu, Lai Jiang, Huaida Liu, Ying Chen
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Enhancement
Super_Resolution
Restoration
RNN
Pose
PDF
2022-04-20
Self-supervised Learning for Sonar Image Classification
Alan Preciado-Grijalva, Bilal Wehbe, Miguel Bande Firvida, Matias Valdenegro-Toro
arXiv_CV
arXiv_CV
Image_Caption
Transfer_Learning
Self-Supervised
Classification
Few-Shot
Denoising
Image_Classification
PDF
2022-04-20
K-LITE: Learning Transferable Visual Models with External Knowledge
Sheng Shen, Chunyuan Li, Xiaowei Hu, Yujia Xie, Jianwei Yang, Pengchuan Zhang, Anna Rohrbach, Zhe Gan, Lijuan Wang, Lu Yuan, Ce Liu, Kurt Keutzer, Trevor Darrell, Jianfeng Gao
arXiv_AI
arXiv_AI
Image_Caption
Transfer_Learning
Zero-Shot
Knowledge
Pose
Classification
Detection
Few-Shot
Object_Detection
Caption
Image_Classification
PDF
2022-04-18
Enhancing Non-mass Breast Ultrasound Cancer Classification With Knowledge Transfer
Yangrun Hu, Yuanfan Guo, Fan Zhang, Mingda Wang, Tiancheng Lin, Rong Wu, Yi Xu
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Pose
Classification
Prediction
PDF
2022-04-18
Hierarchical Optimal Transport for Comparing Histopathology Datasets
Anna Yeaton, Rahul G. Krishnan, Rebecca Mieloszyk, David Alvarez-Melis, Grace Huynh
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
Deep_Learning
Prediction
PDF
2022-04-18
Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology
Yuchao Zheng, Chen Li, Xiaomin Zhou, Haoyuan Chen, Hao Xu, Yixin Li, Haiqing Zhang, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Pose
Classification
Medical
PDF
2022-04-17
kpfriends at SemEval-2022 Task 2: NEAMER -- Named Entity Augmented Multi-word Expression Recognizer
Min Sik Oh
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Knowledge
Classification
Detection
PDF
2022-04-17
Wound Severity Classification using Deep Neural Network
D. M. Anisuzzaman, Yash Patel, Jeffrey Niezgoda, Sandeep Gopalakrishnan, Zeyun Yu
arXiv_CV
arXiv_CV
Transfer_Learning
Classification
Deep_Learning
Attention
PDF
2022-04-16
STRATA: Word Boundaries & Phoneme Recognition From Continuous Urdu Speech using Transfer Learning, Attention, & Data Augmentation
Saad Naeem, Omer Beg
arXiv_SD
arXiv_SD
Transfer_Learning
Recognition
Speech
Pose
Detection
Attention
PDF
2022-04-16
Few-Shot Transfer Learning to improve Chest X-Ray pathology detection using limited triplets
Ananth Reddy Bhimireddy, John Lee Burns, Saptarshi Purkayastha, Judy Wawira Gichoya
arXiv_CV
arXiv_CV
Transfer_Learning
Classification
Deep_Learning
Detection
Few-Shot
Medical
Inference
Prediction
PDF
2022-04-15
Transfer Importance Sampling $unicode{x2013}$ How Testing Automated Vehicles in Multiple Test Setups Helps With the Bias-Variance Tradeoff
Max Winkelmann, Constantin Vasconi, Steffen Müller
arXiv_RO
arXiv_RO
Transfer_Learning
Pose
PDF
2022-04-15
Transfer Learning for Instance Segmentation of Waste Bottles using Mask R-CNN Algorithm
Punitha Jaikumar, Remy Vandaele, Varun Ojha
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Pose
Deep_Learning
Detection
CNN
PDF
2022-04-15
Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference
Shell Xu Hu, Da Li, Jan Stühmer, Minyoung Kim, Timothy M. Hospedales
arXiv_CV
arXiv_CV
Transformer
Unsupervised
Transfer_Learning
Classification
Few-Shot
Image_Classification
PDF
2022-04-14
Robotic and Generative Adversarial Attacks in Offline Writer-independent Signature Verification
Jordan J. Bird
arXiv_CV
arXiv_CV
Transfer_Learning
Adversarial
GAN
CNN
PDF
2022-04-14
DeiT III: Revenge of the ViT
Hugo Touvron, Matthieu Cord, Hervé Jégou
arXiv_CV
arXiv_CV
Transformer
Segmentation
Transfer_Learning
Semantic_Segmentation
Bert
Self-Supervised
Classification
Image_Classification
PDF
2022-04-14
Dialogue Strategy Adaptation to New Action Sets Using Multi-dimensional Modelling
Simon Keizer, Norbert Braunschweiler, Svetlana Stoyanchev, Rama Doddipatla
arXiv_CL
arXiv_CL
Transfer_Learning
Pose
Action
PDF
2022-04-14
OmniPD: One-Step Person Detection in Top-View Omnidirectional Indoor Scenes
Jingrui Yu, Roman Seidel, Gangolf Hirtz
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
Detection
Object_Detection
CNN
Inference
PDF
2022-04-13
Multilingual Language Model Adaptive Fine-Tuning: A Study on African Languages
Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Bert
Sentiment_Classification
Zero-Shot
Classification
Sentiment
Language_Model
PDF
2022-04-13
Single-grasp deformable object discrimination: the effect of gripper morphology, sensing modalities, and action parameters
Michal Pliska, Michal Mares, Pavel Stoudek, Zdenek Straka, Karla Stepanova, Matej Hoffmann
arXiv_RO
arXiv_RO
Transfer_Learning
RNN
Action
Classification
PDF
2022-04-11
Commonality in Natural Images Rescues GANs: Pretraining GANs with Generic and Privacy-free Synthetic Data
Kyungjune Baek, Hyunjung Shim
arXiv_CV
arXiv_CV
Transfer_Learning
Salient
Pose
GAN
Inference
PDF
2022-04-10
Fake news detection using parallel BERT deep neural networks
Mahmood Farokhian, Vahid Rafe, Hadi Veisi
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Bert
Pose
Detection
PDF
2022-04-09
IDPG: An Instance-Dependent Prompt Generation Method
Zhuofeng Wu, Sinong Wang, Jiatao Gu, Rui Hou, Yuxiao Dong, V.G.Vinod Vydiswaran, Hao Ma
arXiv_CL
arXiv_CL
Transfer_Learning
Pose
Language_Model
PDF
2022-04-09
A3CLNN: Spatial, Spectral and Multiscale Attention ConvLSTM Neural Network for Multisource Remote Sensing Data Classification
Heng-Chao Li, Wen-Shuai Hu, Wei Li, Jun Li, Qian Du, Antonio Plaza
arXiv_CV
arXiv_CV
Transfer_Learning
RNN
Pose
Action
Classification
Detection
Attention
CNN
PDF
2022-04-09
Segmenting across places: The need for fair transfer learning with satellite imagery
Miao Zhang, Harvineet Singh, Lazarus Chok, Rumi Chunara
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Transfer_Learning
PDF
2022-04-08
Blockchain as an Enabler for Transfer Learning in Smart Environments
Amin Anjomshoaa, Edward Curry
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Knowledge_Graph
Pose
PDF
2022-04-08
Does Robustness on ImageNet Transfer to Downstream Tasks?
Yutaro Yamada, Mayu Otani
arXiv_CV
arXiv_CV
Transformer
Segmentation
Transfer_Learning
Semantic_Segmentation
Pose
Classification
Detection
Object_Detection
CNN
Image_Classification
Prediction
PDF
2022-04-08
Marvelous Agglutinative Language Effect on Cross Lingual Transfer Learning
Wooyoung Kim, Chaerin Jo, Minjung Kim, Wooju Kim
arXiv_CL
arXiv_CL
Transfer_Learning
Language_Model
PDF
2022-04-07
Unsupervised Prompt Learning for Vision-Language Models
Tony Huang, Jack Chu, Fangyun Wei
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Transfer_Learning
Recognition
Zero-Shot
Pose
Inference
Language_Model
PDF
2022-04-07
Pneumonia Detection in Chest X-Rays using Neural Networks
Narayana Darapaneni, Ashish Ranjan, Dany Bright, Devendra Trivedi, Ketul Kumar, Vivek Kumar, Anwesh Reddy Paduri
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Classification
Deep_Learning
Detection
Medical
CNN
PDF
2022-04-07
Unified Contrastive Learning in Image-Text-Label Space
Jianwei Yang, Chunyuan Li, Pengchuan Zhang, Bin Xiao, Ce Liu, Lu Yuan, Jianfeng Gao
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Recognition
Zero-Shot
Pose
Contrastive_Learning
Classification
Image_Classification
PDF
2022-04-07
A Pathology-Based Machine Learning Method to Assist in Epithelial Dysplasia Diagnosis
Karoline da Rocha, José C. M. Bermudez, Elena R. C. Rivero, Márcio H. Costa
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Pose
Classification
Detection
CNN
PDF
2022-04-07
Implementing a Real-Time, YOLOv5 based Social Distancing Measuring System for Covid-19
Narayana Darapaneni, Shrawan Kumar, Selvarangan Krishnan, Hemalatha K, Arunkumar Rajagopal, Nagendra, Anwesh Reddy Paduri
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Deep_Learning
Drone
PDF
2022-04-07
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model
Ryandhimas E. Zezario, Szu-wei Fu, Fei Chen, Chiou-Shann Fuh, Hsin-Min Wang, Yu Tsao
arXiv_SD
arXiv_SD
Embedding
Transfer_Learning
Speech
Self-Supervised
Pose
Deep_Learning
Attention
Prediction
PDF
2022-04-06
Deep transfer learning for system identification using long short-term memory neural networks
Kaicheng Niu, Mi Zhou, Chaouki T. Abdallah, Mohammad Hayajneh
arXiv_CV
arXiv_CV
Transfer_Learning
RNN
Pose
PDF
2022-04-06
EfficientCellSeg: Efficient Volumetric Cell Segmentation Using Context Aware Pseudocoloring
Royden Wagner, Karl Rohr
arXiv_CV
arXiv_CV
Transformer
Segmentation
Tracking
Transfer_Learning
3D
CNN
PDF
2022-04-06
Emotional Speech Recognition with Pre-trained Deep Visual Models
Waleed Ragheb, Mehdi Mirzapour, Ali Delfardi, Hélène Jacquenet, Lawrence Carbon
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Speech
Pose
Emotion
Speech_Recognition
PDF
2022-04-06
A New Dataset for Topic-Based Paragraph Classification in Genocide-Related Court Transcripts
Miriam Schirmer, Udo Kruschwitz, Gregor Donabauer
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Pose
Classification
PDF
2022-04-06
Language Model for Text Analytic in Cybersecurity
Ehsan Aghaei, Xi Niu, Waseem Shadid, Ehab Al-Shaer
arXiv_CL
arXiv_CL
Transfer_Learning
Bert
Pose
Quantitative
Language_Model
PDF
2022-04-06
Banana Sub-Family Classification and Quality Prediction using Computer Vision
Narayana Darapaneni, Arjun Tanndalam, Mohit Gupta, Neeta Taneja, Prabu Purushothaman, Swati Eswar, Anwesh Reddy Paduri, Thangaselvi Arichandrapandian
arXiv_AI
arXiv_AI
Transfer_Learning
Classification
Image_Classification
Prediction
PDF
2022-04-05
A lightweight and accurate YOLO-like network for small target detection in Aerial Imagery
Alessandro Betti
arXiv_CV
arXiv_CV
Transfer_Learning
Deep_Learning
Detection
Object_Detection
PDF
2022-04-05
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data
Zixuan Ke, Mohammad Kachuee, Sungjin Lee
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Review
Pose
Face
PDF
2022-04-04
Towards Deep Industrial Transfer Learning: Clustering for Transfer Case Selection
Benjamin Maschler, Tim Knodel, Michael Weyrich
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
Survey
Deep_Learning
PDF
2022-04-04
Computer-Aided Extraction of Select MRI Markers of Cerebral Small Vessel Disease: A Systematic Review
Jiyang Jiang, Dadong Wang, Yang Song, Perminder S. Sachdev, Wei Wen
arXiv_CV
arXiv_CV
Transfer_Learning
Review
Action
Deep_Learning
PDF
2022-04-04
Anti-Spoofing Using Transfer Learning with Variational Information Bottleneck
Youngsik Eom, Yeonghyeon Lee, Ji Sub Um, Hoirin Kim
arXiv_SD
arXiv_SD
Transfer_Learning
Speech
Pose
PDF
2022-04-03
Deep Speech Based End-to-End Automated Speech Recognition for Indian-English Accents
Priyank Dubey, Bilal Shah
arXiv_CL
arXiv_CL
Transfer_Learning
Recognition
RNN
Speech
Pose
Deep_Learning
Speech_Recognition
PDF
2022-04-01
Efficient Argument Structure Extraction with Transfer Learning and Active Learning
Xinyu Hua, Lu Wang
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Pose
Face
Action
Prediction
PDF
2022-04-01
Proper Reuse of Image Classification Features Improves Object Detection
Cristina Vasconcelos, Vighnesh Birodkar, Vincent Dumoulin
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Classification
Detection
Object_Detection
Image_Classification
PDF
2022-04-01
Autonomous crater detection on asteroids using a fully-convolutional neural network
Francesco Latorre, Dario Spiller, Fabio Curti
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Detection
CNN
Autonomous
Matching
PDF
2022-04-01
Diverse Preference Augmentation with Multiple Domains for Cold-start Recommendations
Yan Zhang, Changyu Li, Ivor W. Tsang, Hui Xu, Lixin Duan, Hongzhi Yin, Wen Li, Jie Shao
arXiv_AI
arXiv_AI
Transfer_Learning
Sparse
Pose
Action
Recommendation
PDF
2022-03-31
Real-Time and Robust 3D Object Detection Within Road-Side LiDARs Using Domain Adaptation
Walter Zimmer, Marcus Grabler, Alois Knoll
arXiv_CV
arXiv_CV
Transfer_Learning
3D
Pose
Detection
Object_Detection
Inference
PDF
2022-03-31
Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy
Tong Zhang, Congpei Qiu, Wei Ke, Sabine Süsstrunk, Mathieu Salzmann
arXiv_CV
arXiv_CV
Transfer_Learning
Self-Supervised
PDF
2022-03-31
Scaling Language Model Size in Cross-Device Federated Learning
Jae Hun Ro, Theresa Breiner, Lara McConnaughey, Mingqing Chen, Ananda Theertha Suresh, Shankar Kumar, Rajiv Mathews
arXiv_CL
arXiv_CL
Transformer
Quantization
Transfer_Learning
RNN
Language_Model
PDF
2022-03-31
A Temporal Learning Approach to Inpainting Endoscopic Specularities and Its effect on Image Correspondence
Rema Daher, Francisco Vasconcelos, Danail Stoyanov
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Transfer_Learning
Inpainting
3D
Sparse
Adversarial
Pose
Quantitative
Detection
GAN
Optical_Flow
Matching
PDF
2022-03-31
Domain Adaptation for Sparse-Data Settings: What Do We Gain by Not Using Bert?
Marina Sedinkina, Martin Schmitt, Hinrich Schütze
arXiv_CL
arXiv_CL
Transfer_Learning
Bert
Sparse
Language_Model
PDF
2022-03-29
Kernel Modulation: A Parameter-Efficient Method for Training Convolutional Neural Networks
Yuhuang Hu, Shih-Chii Liu
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
CNN
PDF
2022-03-28
Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model
Yu Du, Fangyun Wei, Zihe Zhang, Miaojing Shi, Yue Gao, Guoqi Li
arXiv_CV
arXiv_CV
Embedding
Transfer_Learning
Represenation_Learning
Pose
Classification
Detection
Object_Detection
Image_Classification
Language_Model
PDF
2022-03-28
Towards Transferable Speech Emotion Representation: On loss functions for cross-lingual latent representations
Sneha Das, Nicole Nadine Lønfeldt, Anne Katrine Pagsberg, Line H. Clemmensen
arXiv_SD
arXiv_SD
Embedding
Transfer_Learning
Recognition
Speech
Pose
Emotion
Classification
Deep_Learning
Denoising
PDF
2022-03-27
Mugs: A Multi-Granular Self-Supervised Learning Framework
Pan Zhou, Yichen Zhou, Chenyang Si, Weihao Yu, Teck Khim Ng, Shuicheng Yan
arXiv_AI
arXiv_AI
Segmentation
Transfer_Learning
Self-Supervised
Pose
Contrastive_Learning
Classification
Detection
PDF
2022-03-27
Benchmarking Algorithms for Automatic License Plate Recognition
Marcel Del Castillo Velarde, Gissel Velarde
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Optical_Character
Pose
CNN
PDF
2022-03-27
An Empirical Study and Comparison of Recent Few-Shot Object Detection Algorithms
Tianying Liu, Lu Zhang, Yang Wang, Jihong Guan, Yanwei Fu, Shuigeng Zhou
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Review
Pose
Survey
Detection
Few-Shot
Object_Detection
PDF
2022-03-26
Medicinal Boxes Recognition on a Deep Transfer Learning Augmented Reality Mobile Application
Danilo Avola, Luigi Cinque, Alessio Fagioli, Gian Luca Foresti, Marco Raoul Marini, Alessio Mecca, Daniele Pannone
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Inference
PDF
2022-03-25
A Comparative Evaluation Of Transformer Models For De-Identification Of Clinical Text Data
Christopher Meaney, Wali Hakimpour, Sumeet Kalia, Rahim Moineddin
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Bert
GAN
PDF
2022-03-25
Self-supervised machine learning model for analysis of nanowire morphologies from transmission electron microscopy images
Shizhao Lu, Brian Montz, Todd Emrick, Arthi Jayaraman
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Knowledge
Self-Supervised
Classification
PDF
2022-03-25
Digital Fingerprinting of Microstructures
Michael D. White, Alexander Tarakanov, Christopher P. Race, Philip J. Withers, Kody J.H. Law
arXiv_CV
arXiv_CV
Unsupervised
Transfer_Learning
Pose
Classification
CNN
Recommendation
PDF
2022-03-25
DeLoRes: Decorrelating Latent Spaces for Low-Resource Audio Representation Learning
Sreyan Ghosh, Ashish Seth, S Umesh
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Represenation_Learning
Speech
Self-Supervised
Pose
Action
Classification
Relation
PDF
2022-03-25
Interpretation of Chest x-rays affected by bullets using deep transfer learning
Shaheer Khan, Azib Farooq, Israr Khan, Muhammad Gulraiz Khan, Abdul Razzaq
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Pose
Classification
Deep_Learning
Detection
GAN
Medical
PDF
2022-03-25
CNN LEGO: Disassembling and Assembling Convolutional Neural Network
Jiacong Hu (1), Jing Gao (1), Zunlei Feng (1), Lechao Cheng (2), Jie Lei (3), Hujun Bao (1), Mingli Song (1) ((1) Zhejiang University, (2) Zhejiang Lab, (3) Zhejiang University Of Technology)
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Knowledge
Pose
CNN
PDF
2022-03-25
Facial Action Unit Recognition Based on Transfer Learning
Shangfei Wang, Yanan Chang, Jiahe Wang
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Action
PDF
2022-03-24
Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer
Shuai Yang, Liming Jiang, Ziwei Liu, Chen Change Loy
arXiv_CV
arXiv_CV
Transfer_Learning
Style_Transfer
Image_Generation
Face
GAN
Portrait_Generation
PDF
2022-03-24
Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining?
Subhabrata Dutta, Jeevesh Juneja, Dipankar Das, Tanmoy Chakraborty
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Transfer_Learning
Knowledge
Pose
Relation
Language_Model
Prediction
PDF
2022-03-24
When Accuracy Meets Privacy: Two-Stage Federated Transfer Learning Framework in Classification of Medical Images on Limited Data: A COVID-19 Case Study
Alexandros Shikun Zhang, Naomi Fengqi Li
arXiv_CV
arXiv_CV
Transfer_Learning
Classification
Deep_Learning
Medical
CNN
Image_Classification
PDF
2022-03-22
A Computational Approach to Understand Mental Health from Reddit: Knowledge-aware Multitask Learning Framework
Usha Lokala, Aseem Srivastava, Triyasha Ghosh Dastidar, Tanmoy Chakraborty, Md Shad Akthar, Maryam Panahiazar, Amit Sheth
arXiv_CL
arXiv_CL
Transfer_Learning
Bert
Knowledge
Pose
Detection
Language_Model
PDF
2022-03-22
Visuo-Haptic Object Perception for Robots: An Overview
Nicolás Navarro-Guerrero, Sibel Toprak, Josip Josifovski, Lorenzo Jamone
arXiv_RO
arXiv_RO
Transfer_Learning
Recognition
PDF
2022-03-22
Mask Usage Recognition using Vision Transformer with Transfer Learning and Data Augmentation
Hensel Donato Jahja, Novanto Yudistira, Sutrisno
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Gradient_Descent
Recognition
Face
Classification
CNN
PDF
2022-03-21
Automated detection of foreground speech with wearable sensing in everyday home environments: A transfer learning approach
Dawei Liang, Zifan Xu, Yinuo Chen, Rebecca Adaimi, David Harwath, Edison Thomaz
arXiv_SD
arXiv_SD
Transfer_Learning
Knowledge
Speech
Pose
Action
Detection
PDF
2022-03-21
CLIP meets GamePhysics: Towards bug identification in gameplay videos using zero-shot transfer learning
Mohammad Reza Taesiri, Finlay Macklon, Cor-Paul Bezemer
arXiv_CV
arXiv_CV
Transfer_Learning
Zero-Shot
Pose
Detection
PDF
2022-03-21
Transformer-based HTR for Historical Documents
Phillip Benjamin Ströbel, Simon Clematide, Martin Volk, Tobias Hodel
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
OCR
PDF
2022-03-20
Towards 3D Scene Understanding by Referring Synthetic Models
Runnan Chen, Xinge Zhu, Nenglun Chen, Dawei Wang, Wei Li, Yuexin Ma, Ruigang Yang, Wenping Wang
arXiv_CV
arXiv_CV
Transfer_Learning
Point_Cloud
3D
Knowledge
Pose
PDF
2022-03-20
simCrossTrans: A Simple Cross-Modality Transfer Learning for Object Detection with ConvNets or Vision Transformers
Xiaoke Shen, Ioannis Stamos
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Point_Cloud
3D
Detection
Object_Detection
CNN
Inference
PDF
2022-03-20
Deep Learning based Intelligent Coin-tap Test for Defect Recognition
Hongyu Li, Peng Jiang, Tiejun Wang
arXiv_SD
arXiv_SD
Transfer_Learning
Recognition
Pose
Deep_Learning
CNN
PDF
2022-03-20
A Study on Robustness to Perturbations for Representations of Environmental Sound
Sangeeta Srivastava, Ho-Hsiang Wu, Joao Rulff, Magdalena Fuentes, Mark Cartwright, Claudio Silva, Anish Arora, Juan Pablo Bello
arXiv_AI
arXiv_AI
Embedding
Transfer_Learning
Pose
Relation
Prediction
PDF
2022-03-18
Analysis and Adaptation of YOLOv4 for Object Detection in Aerial Images
Aryaman Singh Samyal, Akshatha K R, Soham Hans, Karunakar A K, Satish Shenoy B
arXiv_RO
arXiv_RO
Transfer_Learning
Pose
Detection
Object_Detection
Drone
Autonomous
Inference
PDF
2022-03-18
A Closer Look at Knowledge Distillation with Features, Logits, and Gradients
Yen-Chang Hsu, James Smith, Yilin Shen, Zsolt Kira, Hongxia Jin
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Attention
PDF
2022-03-18
Performance of Deep Learning models with transfer learning for multiple-step-ahead forecasts in monthly time series
Martín Solís, Luis-Alexander Calvo-Valverde (Tecnológico de Costa Rica)
arXiv_AI
arXiv_AI
Transfer_Learning
RNN
Pose
Deep_Learning
Prediction
PDF
2022-03-18
Holistic Fault Detection and Diagnosis System in Imbalanced, Scarce, Multi-Domain Data Setting for Component-Level Prognostics and Health Management
Ali Rohan
arXiv_RO
arXiv_RO
Transfer_Learning
Knowledge
Adversarial
Pose
Classification
Deep_Learning
Detection
GAN
CNN
PDF
2022-03-18
Multi-Modal Masked Pre-Training for Monocular Panoramic Depth Completion
Zhiqiang Yan, Xiang Li, Kun Wang, Zhenyu Zhang, Jun Li, Jian Yang
arXiv_CV
arXiv_CV
Transfer_Learning
3D
Optimization
Sparse
Knowledge
Pose
Face
Prediction
PDF
2022-03-18
AdaVocoder: Adaptive Vocoder for Custom Voice
Xin Yuan, Yongbing Feng, Mingming Ye, Cheng Tuo, Minghang Zhang
arXiv_CL
arXiv_CL
Transfer_Learning
Speech
Pose
Few-Shot
GAN
PDF
2022-03-18
Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated Images
Brandon B. G. Khoo, Chern Hong Lim, Raphael C.-W. Phan
arXiv_CV
arXiv_CV
Transfer_Learning
Enhancement
Classification
Detection
GAN
PDF
2022-03-17
Image Super-Resolution With Deep Variational Autoencoders
Darius Chira, Ilian Haralampiev, Ole Winther, Andrea Dittadi, Valentin Liévin
arXiv_CV
arXiv_CV
Transfer_Learning
Super_Resolution
Adversarial
Pose
Quantitative
GAN
PDF
2022-03-17
POSTER: Diagnosis of COVID-19 through Transfer Learning Techniques on CT Scans: A Comparison of Deep Learning Models
Aeyan Ashraf, Asad Malik, Zahid Khan
arXiv_CV
arXiv_CV
Transfer_Learning
Deep_Learning
Detection
PDF
2022-03-17
Mixing Up Contrastive Learning: Self-Supervised Representation Learning for Time Series
Kristoffer Wickstrøm, Michael Kampffmeyer, Karl Øyvind Mikalsen, Robert Jenssen
arXiv_AI
arXiv_AI
Unsupervised
Transfer_Learning
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Medical
PDF
2022-03-16
Object discovery and representation networks
Olivier J. Hénaff, Skanda Koppula, Evan Shelhamer, Daniel Zoran, Andrew Jaegle, Andrew Zisserman, João Carreira, Relja Arandjelović
arXiv_AI
arXiv_AI
Segmentation
Transfer_Learning
Semantic_Segmentation
Knowledge
Self-Supervised
Pose
Detection
Object_Detection
PDF
2022-03-16
CtlGAN: Few-shot Artistic Portraits Generation with Contrastive Transfer Learning
Yue Wang, Ran Yi, Ying Tai, Chengjie Wang, Lizhuang Ma
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Face
Quantitative
Few-Shot
GAN
PDF
2022-03-16
Transforming Sequence Tagging Into A Seq2Seq Task
Karthik Raman, Iftekhar Naim, Jiecao Chen, Kazuma Hashimoto, Kiran Yalasangi, Krishna Srinivasan
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Language_Model
Prediction
PDF
2022-03-14
Deep Transfer Learning with Graph Neural Network for Sensor-Based Human Activity Recognition
Yan Yan, Tianzheng Liao, Jinjin Zhao, Jiahong Wang, Liang Ma, Wei Lv, Jing Xiong, Lei Wang
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Pose
Action
Deep_Learning
Few-Shot
Activity
CNN
PDF
2022-03-14
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities
Hsiang-Sheng Tsai, Heng-Jui Chang, Wen-Chin Huang, Zili Huang, Kushal Lakhotia, Shu-wen Yang, Shuyan Dong, Andy T. Liu, Cheng-I Jeff Lai, Jiatong Shi, Xuankai Chang, Phil Hall, Hsuan-Jui Chen, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee
arXiv_SD
arXiv_SD
Transfer_Learning
Speech
Self-Supervised
PDF
2022-03-14
Bures Joint Distribution Alignment with Dynamic Margin for Unsupervised Domain Adaptation
Yong-Hui Liu, Chuan-Xian Ren, Xiao-Lin Xu, Ke-Kun Huang
arXiv_CV
arXiv_CV
Unsupervised
Transfer_Learning
Pose
Contrastive_Learning
PDF
2022-03-13
Model Inversion Attack against Transfer Learning: Inverting a Model without Accessing It
Dayong Ye, Huiqiang Chen, Shuai Zhou, Tianqing Zhu, Wanlei Zhou, Shouling Ji
arXiv_AI
arXiv_AI
Transfer_Learning
Classification
PDF
2022-03-11
Leveraging universality of jet taggers through transfer learning
Frédéric A. Dreyer, Radosław Grabarczyk, Pier Francesco Monni
arXiv_CV
arXiv_CV
Transfer_Learning
Action
PDF
2022-03-11
REX: Reasoning-aware and Grounded Explanation
Shi Chen, Qi Zhao
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Attention
PDF
2022-03-11
BabyNet: Reconstructing 3D faces of babies from uncalibrated photographs
Araceli Morales, Antonio R. Porras, Marius George Linguraru, Gemma Piella, Federico M. Sukno
arXiv_CV
arXiv_CV
Reconstruction
Transfer_Learning
3D
Face
CNN
PDF
2022-03-11
Improving the transferability of speech separation by meta-learning
Kuan-Po Huang, Yuan-Kuei Wu, Hung-yi Lee
arXiv_SD
arXiv_SD
Transfer_Learning
Speech
Relation
PDF
2022-03-11
A Survey of Surface Defect Detection of Industrial Products Based on A Small Number of Labeled Data
Qifan Jin (1), Li Chen (1 and 2) ((1) College of Computer and Artificial Intelligence, Zhengzhou University, (2) Institute of Physical Education (Main Campus), Zhengzhou University)
arXiv_CV
arXiv_CV
Unsupervised
Transfer_Learning
Review
Face
Survey
Deep_Learning
Detection
PDF
2022-03-10
Transferring Dual Stochastic Graph Convolutional Network for Facial Micro-expression Recognition
Hui Tang, Li Chai, Wanli Lu
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Knowledge
Pose
Detection
Attention
CNN
Optical_Flow
PDF
2022-03-09
Model-Agnostic Multitask Fine-tuning for Few-shot Vision-Language Transfer Learning
Zhenhailong Wang, Hang Yu, Manling Li, Han Zhao, Heng Ji
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Optimization
Classification
Relation
Few-Shot
Language_Model
PDF
2022-03-09
Unsupervised Alignment of Distributional Word Embeddings
Aissatou Diallo
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Transfer_Learning
Optimization
Pose
PDF
2022-03-09
Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC Domain
Zhe Zheng, Xin-Zheng Lu, Ke-Yin Chen, Yu-Cheng Zhou, Jia-Rui Lin
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Recognition
Bert
Text_Classification
Knowledge
Pose
Classification
Deep_Learning
Attention
Language_Model
PDF
2022-03-09
Multi-Agent Policy Transfer via Task Relationship Modeling
Rongjun Qin, Feng Chen, Tonghan Wang, Lei Yuan, Xiaoran Wu, Zongzhang Zhang, Chongjie Zhang, Yang Yu
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Pose
Relation
PDF
2022-03-08
A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation
Yutong Chen, Fangyun Wei, Xiao Sun, Zhirong Wu, Stephen Lin
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Action
PDF
2022-03-08
Data augmentation with mixtures of max-entropy transformations for filling-level classification
Apostolos Modas, Andrea Cavallaro, Pascal Frossard
arXiv_RO
arXiv_RO
Transfer_Learning
Classification
PDF
2022-03-08
HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks
Zhengkun Zhang, Wenya Guo, Xiaojun Meng, Yasheng Wang, Yadao Wang, Xin Jiang, Qun Liu, Zhenglu Yang
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Pose
Attention
Language_Model
PDF
2022-03-08
Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective
Quan Cui, Bingchen Zhao, Zhao-Min Chen, Borui Zhao, Renjie Song, Jiajun Liang, Boyan Zhou, Osamu Yoshie
arXiv_AI
arXiv_AI
Transfer_Learning
Classification
Image_Classification
PDF
2022-03-07
Learning from Few Examples: A Summary of Approaches to Few-Shot Learning
Archit Parnami, Minwoo Lee
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Survey
Deep_Learning
Few-Shot
PDF
2022-03-07
Self-supervised learning for analysis of temporal and morphological drug effects in cancer cell imaging data
Andrei Dmitrenko, Mauro M. Masiero, Nicola Zamboni
arXiv_AI
arXiv_AI
Transfer_Learning
Adversarial
Self-Supervised
Pose
Classification
Medical
CNN
PDF
2022-03-07
Knowledge Transfer in Deep Reinforcement Learning for Slice-Aware Mobility Robustness Optimization
Qi Liao, Tianlun Hu, Dan Wellington
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Optimization
Knowledge
Pose
GAN
PDF
2022-03-04
Exploration of Various Deep Learning Models for Increased Accuracy in Automatic Polyp Detection
Ariel E. Isidro, Arnel C. Fajardo, Alexander A. Hernandez
arXiv_CV
arXiv_CV
Transfer_Learning
Action
Deep_Learning
Detection
CNN
PDF
2022-03-02
HighMMT: Towards Modality and Task Generalization for High-Modality Representation Learning
Paul Pu Liang, Yiwei Lyu, Xiang Fan, Shengtong Mo, Dani Yogatama, Louis-Philippe Morency, Ruslan Salakhutdinov
arXiv_AI
arXiv_AI
Transfer_Learning
Represenation_Learning
Pose
PDF
2022-03-02
Self-supervised Transformer for Deepfake Detection
Hanqing Zhao, Wenbo Zhou, Dongdong Chen, Weiming Zhang, Nenghai Yu
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Self-Supervised
Pose
Contrastive_Learning
Face
Action
Detection
Object_Detection
PDF
2022-03-02
Large-Scale Hate Speech Detection with Cross-Domain Transfer
Cagri Toraman, Furkan Şahinuç, Eyup Halit Yılmaz
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Speech
Detection
Language_Model
PDF
2022-03-02
What Makes Transfer Learning Work For Medical Images: Feature Reuse & Other Factors
Christos Matsoukas, Johan Fredin Haslum, Moein Sorkhei, Magnus Söderberg, Kevin Smith
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Relation
Medical
PDF
2022-03-01
Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology
Richard J. Chen, Rahul G. Krishnan
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Knowledge
Self-Supervised
Pose
Attention
PDF
2022-03-01
FIRL: Fast Imitation and Policy Reuse Learning
Yiwen Chen, Zedong Zhang, Haofeng Liu, Jiayi Tan, Marcelo Ang
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Pose
Few-Shot
GAN
PDF
2022-02-27
A Multimodal German Dataset for Automatic Lip Reading Systems and Transfer Learning
Gerald Schwiebert, Cornelius Weber, Leyuan Qu, Henrique Siqueira, Stefan Wermter
arXiv_CV
arXiv_CV
Transfer_Learning
Face
Deep_Learning
PDF
2022-02-26
BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task
Maria Mahbub, Sudarshan Srinivasan, Edmon Begoli, Gregory D Peterson
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Adversarial
Pose
Medical
PDF
2022-02-25
The Reality of Multi-Lingual Machine Translation
Tom Kocmi, Dominik Macháček, Ondřej Bojar
arXiv_CL
arXiv_CL
Transfer_Learning
Knowledge
Survey
Deep_Learning
PDF
2022-02-25
A Survey of Multilingual Models for Automatic Speech Recognition
Hemant Yadav, Sunayana Sitaram
arXiv_CL
arXiv_CL
Transfer_Learning
Recognition
Speech
Survey
Speech_Recognition
Recommendation
PDF
2022-02-24
Collaborative Training of Heterogeneous Reinforcement Learning Agents in Environments with Sparse Rewards: What and When to Share?
Alain Andres, Esther Villar-Rodriguez, Javier Del Ser
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Sparse
Knowledge
Pose
Action
PDF
2022-02-22
A Comparative Study of Deep Reinforcement Learning-based Transferable Energy Management Strategies for Hybrid Electric Vehicles
Jingyi Xu, Zirui Li, Li Gao, Junyi Ma, Qi Liu, Yanan Zhao
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Knowledge
Action
PDF
2022-02-22
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning
Pin-Yu Chen
arXiv_AI
arXiv_AI
Transfer_Learning
Speech
Face
Deep_Learning
PDF
2022-02-21
Statistical Relational Artificial Intelligence with Relative Frequencies: A Contribution to Modelling and Transfer Learning across Domain Sizes
Felix Weitkämper
arXiv_AI
arXiv_AI
Transfer_Learning
Relation
PDF
2022-02-21
OG-SGG: Ontology-Guided Scene Graph Generation. A Case Study in Transfer Learning for Telepresence Robotics
Fernando Amodeo, Fernando Caballero, Natalia Díaz-Rodríguez, Luis Merino
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Pose
Ontology
Action
VQA
QA
PDF
2022-02-21
BERT WEAVER: Using WEight AVERaging to Enable Lifelong Learning for Transformer-based Models
Lisa Langnickel, Alexander Schulz, Barbara Hammer, Juliane Fluck
arXiv_CL
arXiv_CL
Transformer
Embedding
Transfer_Learning
Bert
Knowledge
Medical
PDF
2022-02-21
Simplified Learning of CAD Features Leveraging a Deep Residual Autoencoder
Raoul Schönhof, Jannes Elstner, Radu Manea, Steffen Tauber, Ramez Awad, Marco F. Huber
arXiv_CV
arXiv_CV
Unsupervised
Transfer_Learning
3D
Knowledge
Pose
PDF
2022-02-19
Training Robots without Robots: Deep Imitation Learning for Master-to-Robot Policy Transfer
Heecheol Kim, Yoshiyuki Ohmura, Akihiko Nagakubo, Yasuo Kuniyoshi
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
PDF
2022-02-19
Predicting emotion from music videos: exploring the relative contribution of visual and auditory information to affective responses
Phoebe Chua (1), Dimos Makris (2), Dorien Herremans (2), Gemma Roig (3), Kat Agres (4) ((1) Department of Information Systems and Analytics, National University of Singapore, (2) Singapore University of Technology and Design, (3) Goethe University Frankfurt, (4) Yong Siew Toh Conservatory of Music, National University of Singapore)
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Pose
Emotion
PDF
2022-02-18
From FreEM to D'AlemBERT: a Large Corpus and a Language Model for Early Modern French
Simon Gabay, Pedro Ortiz Suarez, Alexandre Bartz, Alix Chagué, Rachel Bawden, Philippe Gambette, Benoît Sagot
arXiv_CL
arXiv_CL
Transfer_Learning
Bert
Speech
Language_Model
PDF
2022-02-18
Resurrecting Trust in Facial Recognition: Mitigating Backdoor Attacks in Face Recognition to Prevent Potential Privacy Breaches
Reena Zelenkova, Jack Swallow, M.A.P. Chamikara, Dongxi Liu, Mohan Baruwal Chhetri, Seyit Camtepe, Marthie Grobler, Mahathir Almashor
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Pose
Face
Classification
Deep_Learning
Face_Recognition
Medical
PDF
2022-02-17
Designing Effective Sparse Expert Models
Barret Zoph, Irwan Bello, Sameer Kumar, Nan Du, Yanping Huang, Jeff Dean, Noam Shazeer, William Fedus
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Sparse
Adversarial
Pose
Summarization
Language_Model
QA
PDF
2022-02-17
Deep Transfer Learning on Satellite Imagery Improves Air Quality Estimates in Developing Nations
Nishant Yadav, Meytar Sorek-Hamer, Michael Von Pohle, Ata Akbari Asanjan, Adwait Sahasrabhojanee, Esra Suel, Raphael Arku, Violet Lingenfelter, Michael Brauer, Majid Ezzati, Nikunj Oza, Auroop R. Ganguly
arXiv_CV
arXiv_CV
Transfer_Learning
Deep_Learning
PDF
2022-02-17
Semantically Proportional Patchmix for Few-Shot Learning
Jingquan Wang, Jing Xu, Yu Pan, Zenglin Xu
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Classification
Few-Shot
PDF
2022-02-17
Two-Stage Architectural Fine-Tuning with Neural Architecture Search using Early-Stopping in Image Classification
Youngkee Kim, Won Joon Yun, Youn Kyu Lee, Joongheon Kim
arXiv_AI
arXiv_AI
NAS
Transfer_Learning
Pose
Classification
CNN
Image_Classification
PDF
2022-02-16
An Intrusion Response System utilizing Deep Q-Networks and System Partitions
Valeria Cardellini, Emiliano Casalicchio, Stefano Iannucci, Matteo Lucantonio, Sudip Mittal, Damodar Panigrahi, Andrea Silvi
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
PDF
2022-02-16
Multimodal Emotion Recognition using Transfer Learning from Speaker Recognition and BERT-based models
Sarala Padi, Seyed Omid Sadjadi, Dinesh Manocha, Ram D. Sriram
arXiv_SD
arXiv_SD
Transformer
Transfer_Learning
Recognition
Bert
Speech
Pose
Emotion
Action
PDF
2022-02-15
NeuPL: Neural Population Learning
Siqi Liu, Luke Marris, Daniel Hennes, Josh Merel, Nicolas Heess, Thore Graepel
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
PDF
2022-02-15
Deep Learning-based Anomaly Detection on X-ray Images of Fuel Cell Electrodes
Simon B. Jensen, Thomas B. Moeslund, Søren J. Andreasen
arXiv_CV
arXiv_CV
Transfer_Learning
Classification
Deep_Learning
Detection
Medical
CNN
PDF
2022-02-14
Building Inspection Toolkit: Unified Evaluation and Strong Baselines for Damage Recognition
Johannes Flotzinger, Philipp J. Rösch, Norbert Oswald, Thomas Braml
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Classification
PDF
2022-02-14
COLA: COarse LAbel pre-training for 3D semantic segmentation of sparse LiDAR datasets
Jules Sanchez, Jean-Emmanuel Deschaud, François Goulette
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Transfer_Learning
Semantic_Segmentation
3D
Sparse
Pose
PDF
2022-02-14
2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets
Xiaoxi Wei, A. Aldo Faisal, Moritz Grosse-Wentrup, Alexandre Gramfort, Sylvain Chevallier, Vinay Jayaram, Camille Jeunet, Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou, William C. Duong, Stephen M. Gordon, Vernon J. Lawhern, Maciej Śliwowski, Vincent Rouanne, Piotr Tempczyk
arXiv_AI
arXiv_AI
Transfer_Learning
Face
Attention
Medical
PDF
2022-02-14
Learn by Challenging Yourself: Contrastive Visual Representation Learning with Hard Sample Generation
Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu
arXiv_CV
arXiv_CV
Transfer_Learning
Represenation_Learning
Knowledge
Self-Supervised
Pose
Contrastive_Learning
Classification
PDF
2022-02-12
Classification of Microscopy Images of Breast Tissue: Region Duplication based Self-Supervision vs. Off-the Shelf Deep Representations
Aravind Ravi
arXiv_CV
arXiv_CV
Embedding
Transfer_Learning
Self-Supervised
Pose
Classification
Deep_Learning
CNN
PDF
2022-02-11
Robots Learn Increasingly Complex Tasks with Intrinsic Motivation and Automatic Curriculum Learning
Sao Mai Nguyen (Flowers, U2IS, IMT Atlantique - INFO, Lab-STICC_RAMBO), Nicolas Duminy (Lab-STICC_RAMBO, IMT Atlantique - INFO, UBS), Alexandre Manoury (IMT Atlantique - INFO, Lab-STICC_RAMBO), Dominique Duhaut (UBS, Lab-STICC_RAMBO), Cédric Buche (ENIB)
arXiv_RO
arXiv_RO
Transfer_Learning
Reinforcement_Learning
Knowledge
Pose
Action
Relation
PDF
2022-02-11
Hindi/Bengali Sentiment Analysis Using Transfer Learning and Joint Dual Input Learning with Self Attention
Shahrukh Khan, Mahnoor Shahid
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
RNN
Speech
Emotion
Sentiment
Attention
Language_Model
PDF
2022-02-10
Development and Comparison of Scoring Functions in Curriculum Learning
H. Toprak Kesgin, M. Fatih Amasyali
arXiv_AI
arXiv_AI
Transfer_Learning
Text_Classification
Classification
PDF
2022-02-10
Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding
Peter Sullivan, Toshiko Shibano, Muhammad Abdul-Mageed
arXiv_CL
arXiv_CL
Transfer_Learning
Recognition
Knowledge
Speech
Speech_Recognition
Language_Model
PDF
2022-02-10
InPars: Data Augmentation for Information Retrieval using Large Language Models
Luiz Bonifacio, Hugo Abonizio, Marzieh Fadaee, Rodrigo Nogueira
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Transfer_Learning
Zero-Shot
Self-Supervised
Pose
Few-Shot
Language_Model
PDF
2022-02-10
Deep Learning for Computational Cytology: A Survey
Hao Jiang, Yanning Zhou, Yi Lin, Ronald CK Chan, Jiang Liu, Hao Chen
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Transfer_Learning
Weakly_Supervised
Survey
Classification
Deep_Learning
Detection
Medical
PDF
2022-02-10
Consistency and Diversity induced Human Motion Segmentation
Tao Zhou, Huazhu Fu, Chen Gong, Ling Shao, Fatih Porikli, Haibin Ling, Jianbing Shen
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Bert
Knowledge
Pose
Relation
PDF
2022-02-09
End-to-End Blind Quality Assessment for Laparoscopic Videos using Neural Networks
Zohaib Amjad Khan, Azeddine Beghdadi, Mounir Kaaniche, Faouzi Alaya Cheikh, Osama Gharbi
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Classification
Deep_Learning
Medical
Prediction
PDF
2022-02-08
Self-supervised Contrastive Learning for Cross-domain Hyperspectral Image Representation
Hyungtae Lee, Heesung Kwon
arXiv_CV
arXiv_CV
Image_Caption
Transfer_Learning
Self-Supervised
Pose
Contrastive_Learning
Classification
Attention
PDF
2022-02-07
Universal Spam Detection using Transfer Learning of BERT Model
Vijay Srinivas Tida, Sonya Hsu
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Bert
Classification
Deep_Learning
Detection
Attention
PDF
2022-02-07
Fine-Tuning Approach for Arabic Offensive Language Detection System: BERT-Based Model
Fatemah Husain, Ozlem Uzuner
arXiv_CL
arXiv_CL
Transfer_Learning
Bert
Knowledge
Detection
PDF
2022-02-07
Simple Control Baselines for Evaluating Transfer Learning
Andrei Atanov, Shijian Xu, Onur Beker, Andrei Filatov, Amir Zamir
arXiv_CV
arXiv_CV
Transfer_Learning
Self-Supervised
Classification
Image_Classification
Prediction
PDF
2022-02-05
Transfer Reinforcement Learning for Differing Action Spaces via Q-Network Representations
Nathan Beck, Abhiramon Rajasekharan, Trung Hieu Tran
arXiv_AI
arXiv_AI
Embedding
Transfer_Learning
Reinforcement_Learning
Knowledge
Action
PDF
2022-02-05
Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation
Ziad Al-Halah, Santhosh K. Ramakrishnan, Kristen Grauman
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
3D
Zero-Shot
Sketch
Action
PDF
2022-02-02
Auto-Transfer: Learning to Route Transferrable Representations
Keerthiram Murugesan (1), Vijay Sadashivaiah (2), Ronny Luss (1), Karthikeyan Shanmugam (1), Pin-Yu Chen (1), Amit Dhurandhar (1) ((1) IBM Research, Yorktown Heights, (2) Rensselaer Polytechnic Institute, New York)
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Adversarial
Pose
Attention
PDF
2022-02-01
BEA-Base: A Benchmark for ASR of Spontaneous Hungarian
P. Mihajlik, A. Balog, T. E. Gráczi, A. Kohári, B. Tarján, K. Mády
arXiv_SD
arXiv_SD
Transfer_Learning
Recognition
Speech
Self-Supervised
Speech_Recognition
Language_Model
PDF
2022-02-01
Classification of Skin Cancer Images using Convolutional Neural Networks
Kartikeya Agarwal, Tismeet Singh
arXiv_CV
arXiv_CV
Transfer_Learning
Classification
CNN
Image_Classification
PDF
2022-02-01
Minority Class Oriented Active Learning for Imbalanced Datasets
Umang Aggarwal, Adrian Popescu, Céline Hudelot
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
PDF
2022-02-01
Team Cogitat at NeurIPS 2021: Benchmarks for EEG Transfer Learning Competition
Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
Face
Classification
Deep_Learning
Inference
PDF
2022-01-31
Adversarial Masking for Self-Supervised Learning
Yuge Shi, N. Siddharth, Philip H.S. Torr, Adam R. Kosiorek
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Represenation_Learning
Adversarial
Self-Supervised
Pose
Classification
CNN
PDF
2022-01-29
Transfer Learning for Estimation of Pendubot Angular Position Using Deep Neural Networks
Sina Khanagha
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
PDF
2022-01-28
UofA-Truth at Factify 2022 : Transformer And Transfer Learning Based Multi-Modal Fact-Checking
Abhishek Dhankar, Osmar R. Zaïane, Francois Bolduc
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Detection
PDF
2022-01-28
Shuffle Augmentation of Features from Unlabeled Data for Unsupervised Domain Adaptation
Changwei Xu, Jianfei Yang, Haoran Tang, Han Zou, Cheng Lu, Tianshuo Zhang
arXiv_CV
arXiv_CV
Unsupervised
Transfer_Learning
Adversarial
Pose
Classification
PDF
2022-01-28
Automatic Audio Captioning using Attention weighted Event based Embeddings
Swapnil Bhosale, Rupayan Chakraborty, Sunil Kumar Kopparapu
arXiv_SD
arXiv_SD
Embedding
Transfer_Learning
RNN
Pose
Detection
Relation
Attention
Caption
PDF
2022-01-27
A Transfer Learning and Optimized CNN Based Intrusion Detection System for Internet of Vehicles
Li Yang, Abdallah Shami
arXiv_AI
arXiv_AI
Transfer_Learning
Optimization
Pose
Face
Detection
CNN
Autonomous
PDF
2022-01-27
A Survey on Visual Transfer Learning using Knowledge Graphs
Sebastian Monka, Lavdim Halilaj, Achim Rettinger
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Knowledge
Review
Knowledge_Graph
Survey
Deep_Learning
Relation
PDF
2022-01-27
Going Extreme: Comparative Analysis of Hate Speech in Parler and Gab
Abraham Israeli, Oren Tsur
arXiv_CL
arXiv_CL
Transfer_Learning
Bert
Knowledge
Speech
Emotion
Face
Quantitative
Classification
Detection
Sentiment
PDF
2022-01-27
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages
Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulić
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
VQA
Few-Shot
PDF
2022-01-27
Domain generalization in deep learning-based mass detection in mammography: A large-scale multi-center study
Lidia Garrucho, Kaisar Kushibar, Socayna Jouide, Oliver Diaz, Laura Igual, Karim Lekadir
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Deep_Learning
Detection
PDF
2022-01-27
Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation
Jixuan Wang, Kuan-Chieh Wang, Frank Rudzicz, Michael Brudno
arXiv_AI
arXiv_AI
Transfer_Learning
Bert
Text_Classification
Pose
Classification
Relation
Few-Shot
Language_Model
PDF
2022-01-27
Systematic Investigation of Strategies Tailored for Low-Resource Settings for Sanskrit Dependency Parsing
Jivnesh Sandhan, Laxmidhar Behera, Pawan Goyal
arXiv_CL
arXiv_CL
Transfer_Learning
Pose
PDF
2022-01-27
Few-shot Transfer Learning for Holographic Image Reconstruction using a Recurrent Neural Network
Luzhe Huang, Xilin Yang, Tairan Liu, Aydogan Ozcan
arXiv_CV
arXiv_CV
Reconstruction
Transfer_Learning
Face
Deep_Learning
Few-Shot
CNN
PDF
2022-01-27
HistoKT: Cross Knowledge Transfer in Computational Pathology
Ryan Zhang, Jiadai Zhu, Stephen Yang, Mahdi S. Hosseini, Angelo Genovese, Lina Chen, Corwyn Rowsell, Savvas Damaskinos, Sonal Varma, Konstantinos N. Plataniotis
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Deep_Learning
Medical
PDF
2022-01-26
Gap Minimization for Knowledge Sharing and Transfer
Boyu Wang, Jorge Mendez, Changjian Shui, Fan Zhou, Di Wu, Christian Gagné, Eric Eaton
arXiv_AI
arXiv_AI
Transfer_Learning
Represenation_Learning
Knowledge
Matching
PDF
2022-01-26
Discovering Phonetic Inventories with Crosslingual Automatic Speech Recognition
Piotr Żelasko, Siyuan Feng, Laureano Moro Velazquez, Ali Abavisani, Saurabhchand Bhati, Odette Scharenborg, Mark Hasegawa-Johnson, Najim Dehak
arXiv_CL
arXiv_CL
Unsupervised
Transfer_Learning
Recognition
Zero-Shot
Knowledge
Speech
Speech_Recognition
PDF
2022-01-26
Class-Aware Generative Adversarial Transformers for Medical Image Segmentation
Chenyu You, Ruihan Zhao, Fenglin Liu, Sandeep Chinchali, Ufuk Topcu, Lawrence Staib, James S. Duncan
arXiv_AI
arXiv_AI
Transformer
Segmentation
Transfer_Learning
Adversarial
GAN
Medical
PDF
2022-01-25
Dense Pixel-Labeling for Reverse-Transfer and Diagnostic Learning on Lung Ultrasound for COVID-19 and Pneumonia Detection
Gautam Rajendrakumar Gare, Andrew Schoenling, Vipin Philip, Hai V Tran, Bennett P deBoisblanc, Ricardo Luis Rodriguez, John Michael Galeotti
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Sparse
Pose
Classification
Detection
PDF
2022-01-25
ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals
Mansooreh Montazerin, Soheil Zabihi, Elahe Rahimian, Arash Mohammadi, Farnoosh Naderkhani
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Recognition
Sparse
Gesture
Knowledge
Pose
Face
Deep_Learning
Attention
Autonomous
PDF
2022-01-24
Razmecheno: Named Entity Recognition from Digital Archive of Diaries 'Prozhito'
Timofey Atnashev, Veronika Ganeeva, Roman Kazakov, Daria Matyash, Michael Sonkin, Ekaterina Voloshina, Oleg Serikov, Ekaterina Artemova
arXiv_CL
arXiv_CL
Transfer_Learning
Recognition
GAN
PDF
2022-01-23
AttentionHTR: Handwritten Text Recognition Based on Attention Encoder-Decoder Networks
Dmitrijs Kass, Ekta Vats
arXiv_CV
arXiv_CV
Handwriting
Transfer_Learning
Recognition
RNN
Pose
Scene_Text
Action
Attention
Prediction
PDF
2022-01-21
On the adaptation of recurrent neural networks for system identification
Marco Forgione, Aneri Muni, Dario Piga, Marco Gallieri
arXiv_AI
arXiv_AI
Transfer_Learning
RNN
Pose
PDF
2022-01-21
VIPriors 2: Visual Inductive Priors for Data-Efficient Deep Learning Challenges
Attila Lengyel, Robert-Jan Bruintjes, Marcos Baptista Rios, Osman Semih Kayhan, Davide Zambrano, Nergis Tomen, Jan van Gemert
arXiv_AI
arXiv_AI
Transfer_Learning
Deep_Learning
PDF
2022-01-21
Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World
Hua Ma, Yinshan Li, Yansong Gao, Alsharif Abuadbba, Zhi Zhang, Anmin Fu, Hyoungshick Kim, Said F. Al-Sarawi, Nepal Surya, Derek Abbott
arXiv_AI
arXiv_AI
Transfer_Learning
Classification
Deep_Learning
Detection
Object_Detection
Image_Classification
PDF
2022-01-20
Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models
Suraj Nair, Eugene Yang, Dawn Lawrie, Kevin Duh, Paul McNamee, Kenton Murray, James Mayfield, Douglas W. Oard
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Bert
Zero-Shot
Matching
PDF
2022-01-20
Priors, Hierarchy, and Information Asymmetry for Skill Transfer in Reinforcement Learning
Sasha Salter, Kristian Hartikainen, Walter Goodwin, Ingmar Posner
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
PDF
2022-01-20
Transfer Learning for Fault Diagnosis of Transmission Lines
Fatemeh Mohammadi Shakiba, Milad Shojaee, S. Mohsen Azizi, Mengchu Zhou
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Pose
Classification
Detection
CNN
PDF
2022-01-19
Unsupervised Personalization of an Emotion Recognition System: The Unique Properties of the Externalization of Valence in Speech
Kusha Sridhar, Carlos Busso
arXiv_SD
arXiv_SD
Unsupervised
Transfer_Learning
Recognition
Speech
Pose
Emotion
Prediction
PDF
2022-01-19
Correlated-informed neural networks: a new machine learning framework to predict pressure drop in micro-channels
J.A. Montanez-Barrera, J.M. Barroso-Maldonado, A.F. Bedoya-Santacruz, Adrian Mota-Babiloni
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Pose
Deep_Learning
Relation
PDF
2022-01-19
A Review of Deep Transfer Learning and Recent Advancements
Mohammadreza Iman, Khaled Rasheed, Hamid R. Arabnia
arXiv_AI
arXiv_AI
Transfer_Learning
Review
Deep_Learning
PDF
2022-01-18
Optimizing Active Learning for Low Annotation Budgets
Umang Aggarwal, Adrian Popescu, Céline Hudelot
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Classification
Deep_Learning
Prediction
PDF
2022-01-18
Hierarchical Neural Network Approaches for Long Document Classification
Snehal Khandve, Vedangi Wagh, Apurva Wani, Isha Joshi, Raviraj Joshi
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Bert
Text_Classification
RNN
Pose
Classification
Deep_Learning
Relation
Attention
PDF
2022-01-17
Towards a Cleaner Document-Oriented Multilingual Crawled Corpus
Julien Abadji, Pedro Ortiz Suarez, Laurent Romary, Benoît Sagot
arXiv_CL
arXiv_CL
Transfer_Learning
Pose
Language_Model
PDF
2022-01-17
Growing Neural Network with Shared Parameter
Ruilin Tong
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
Matching
PDF
2022-01-15
Addressing the Challenges of Cross-Lingual Hate Speech Detection
Irina Bigoulaeva, Viktor Hangya, Iryna Gurevych, Alexander Fraser
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Speech
Detection
PDF
2022-01-15
Semantic decoupled representation learning for remote sensing image change detection
Hao Chen, Yifan Zao, Liqin Liu, Song Chen, Zhenwei Shi
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Represenation_Learning
Self-Supervised
Pose
Detection
PDF
2022-01-14
CLUE: Contextualised Unified Explainable Learning of User Engagement in Video Lectures
Sujit Roy, Gnaneswara Rao Gorle, Vishal Gaur, Haider Raza, Shoaib Jameel
arXiv_AI
arXiv_AI
Transfer_Learning
Speech
Pose
Emotion
PDF
2022-01-13
Unlocking large-scale crop field delineation in smallholder farming systems with transfer learning and weak supervision
Sherrie Wang, Francois Waldner, David B. Lobell
arXiv_CV
arXiv_CV
Transfer_Learning
Deep_Learning
PDF
2022-01-12
Early Diagnosis of Parkinsons Disease by Analyzing Magnetic Resonance Imaging Brain Scans and Patient Characteristics
Sabrina Zhu
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Classification
Deep_Learning
Detection
CNN
PDF
2022-01-12
Toddler-Guidance Learning: Impacts of Critical Period on Multimodal AI Agents
Junseok Park, Kwanyoung Park, Hyunseok Oh, Ganghun Lee, Minsu Lee, Youngki Lee, Byoung-Tak Zhang
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Sparse
Action
PDF
2022-01-11
A Feature Extraction based Model for Hate Speech Identification
Salar Mohtaj, Vera Schmitt, Sebastian Möller
arXiv_AI
arXiv_AI
Transfer_Learning
Bert
RNN
Speech
Action
Detection
PDF
2022-01-11
Classification of Beer Bottles using Object Detection and Transfer Learning
Philipp Hohlfeld, Tobias Ostermeier, Dominik Brandl
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Classification
Deep_Learning
Detection
Object_Detection
PDF
2022-01-10
Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning
Utku Evci, Vincent Dumoulin, Hugo Larochelle, Michael C. Mozer
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Classification
PDF
2022-01-10
BERT for Sentiment Analysis: Pre-trained and Fine-Tuned Alternatives
Frederico Souza, João Filho
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Bert
Text_Classification
Pose
Classification
Sentiment
Language_Model
PDF
2022-01-10
Transfer Learning for Scene Text Recognition in Indian Languages
Sanjana Gunna, Rohit Saluja, C. V. Jawahar
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
RNN
Pose
Scene_Text
PDF
2022-01-09
An Ensemble of Deep Learning Frameworks Applied For Predicting Respiratory Anomalies
Lam Pham, Dat Ngo, Truong Hoang, Alexander Schindler, Ian McLoughlin
arXiv_SD
arXiv_SD
Transfer_Learning
Action
Deep_Learning
PDF
2022-01-07
Attention Option-Critic
Raviteja Chunduru, Doina Precup
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Pose
Action
Attention
PDF
2022-01-07
Learning with less labels in Digital Pathology via Scribble Supervision from natural images
Eu Wern Teh, Graham W. Taylor
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Classification
Deep_Learning
Medical
PDF
2022-01-07
A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation
Irene Li, Thomas George, Alexander Fabbri, Tammy Liao, Benjamin Chen, Rina Kawamura, Richard Zhou, Vanessa Yan, Swapnil Hingmire, Dragomir Radev
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Pose
Survey
Action
Classification
Language_Model
PDF
2022-01-06
An exploratory experiment on Hindi, Bengali hate-speech detection and transfer learning using neural networks
Tung Minh Phung, Jan Cloos
arXiv_CL
arXiv_CL
Transfer_Learning
Speech
Detection
PDF
2022-01-06
Multi-Label Classification on Remote-Sensing Images
Aditya Kumar Singh, B. Uma Shankar
arXiv_AI
arXiv_AI
Transfer_Learning
Face
Classification
Deep_Learning
PDF
2022-01-05
Probing TryOnGAN
Saurabh Kumar, Nishant Sinha
arXiv_CV
arXiv_CV
Transfer_Learning
Style_Transfer
Pose
Face
GAN
PDF
2022-01-05
Sign Language Recognition System using TensorFlow Object Detection API
Sharvani Srivastava, Amisha Gangwar, Richa Mishra, Sudhakar Singh
arXiv_AI
arXiv_AI
Transfer_Learning
Recognition
Gesture
Knowledge
Pose
Detection
Object_Detection
PDF
2022-01-04
Transfer Learning for Retinal Vascular Disease Detection: A Pilot Study with Diabetic Retinopathy and Retinopathy of Prematurity
Guan Wang, Yusuke Kikuchi, Jinglin Yi, Qiong Zou, Rui Zhou, Xin Guo
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Deep_Learning
Detection
Medical
PDF
2022-01-04
Weakly-supervised continual learning for class-incremental segmentation
Gaston Lenczner, Adrien Chan-Hon-Tong, Nicola Luminari, Bertrand Le Saux
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Semantic_Segmentation
Regularization
Pose
Deep_Learning
PDF
2022-01-04
Stain Normalized Breast Histopathology Image Recognition using Convolutional Neural Networks for Cancer Detection
Sruthi Krishna, Suganthi S.S, Shivsubramani Krishnamoorthy, Arnav Bhavsar
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Classification
Deep_Learning
Detection
CNN
PDF
2022-01-03
Sentiment Analysis and Sarcasm Detection of Indian General Election Tweets
Arpit Khare, Amisha Gangwar, Sudhakar Singh, Shiv Prakash
arXiv_CL
arXiv_CL
Unsupervised
Transfer_Learning
Face
Detection
Sentiment
PDF
2022-01-03
Improving Feature Extraction from Histopathological Images Through A Fine-tuning ImageNet Model
Xingyu Li, Min Cen, Jinfeng Xu, Hong Zhang, Xu Steven Xu
arXiv_CV
arXiv_CV
Transfer_Learning
Action
Classification
Relation
Prediction
PDF
2021-12-31
Transfer learning for cancer diagnosis in histopathological images
Sandhya Aneja, Nagender Aneja, Pg Emeroylariffion Abas, Abdul Ghani Naim
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Detection
PDF
2021-12-31
Settling the Bias and Variance of Meta-Gradient Estimation for Meta-Reinforcement Learning
Bo Liu, Xidong Feng, Haifeng Zhang, Jun Wang, Yaodong Yang
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Pose
PDF
2021-12-31
Data-Free Knowledge Transfer: A Survey
Yuang Liu, Wei Zhang, Jun Wang, Jianyong Wang
arXiv_CV
arXiv_CV
Unsupervised
Transfer_Learning
Knowledge
Review
Pose
Survey
Deep_Learning
Attention
Inference
PDF
2021-12-30
Stochastic Layers in Vision Transformers
Nikola Popovic, Danda Pani Paudel, Thomas Probst, Luc Van Gool
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
Recognition
Adversarial
Inference
PDF
2021-12-30
THE Benchmark: Transferable Representation Learning for Monocular Height Estimation
Zhitong Xiong, Wei Huang, Jingtao Hu, Yilei Shi, Qi Wang, Xiao Xiang Zhu
arXiv_CV
arXiv_CV
Transformer
Transfer_Learning
3D
Zero-Shot
Represenation_Learning
Pose
Few-Shot
PDF
2021-12-29
Fine-Tuning Transformers: Vocabulary Transfer
Igor Samenko, Alexey Tikhonov, Borislav Kozlovskii, Ivan P. Yamshchikov
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
PDF
2021-12-26
Delivery Issues Identification from Customer Feedback Data
Ankush Chopra, Mahima Arora, Shubham Pandey
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
Face
Action
Detection
PDF
2021-12-24
The Curse of Zero Task Diversity: On the Failure of Transfer Learning to Outperform MAML and their Empirical Equivalence
Brando Miranda, Yu-Xiong Wang, Sanmi Koyejo
arXiv_AI
arXiv_AI
Transfer_Learning
Few-Shot
PDF
2021-12-24
Spoiler in a Textstack: How Much Can Transformers Help?
Anna Wróblewska, Paweł Rzepiński, Sylwia Sysko-Romańczuk
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Review
Deep_Learning
Detection
GAN
PDF
2021-12-23
Faster Deep Ensemble Averaging for Quantification of DNA Damage from Comet Assay Images With Uncertainty Estimates
Srikanth Namuduri, Prateek Mehta, Lise Barbe, Stephanie Lam, Zohreh Faghihmonzavi, Steve Finkbeiner, Shekhar Bhansali
arXiv_CV
arXiv_CV
Transfer_Learning
Optimization
Pose
Deep_Learning
Prediction
PDF
2021-12-23
Distilling the Knowledge of Romanian BERTs Using Multiple Teachers
Andrei-Marius Avram, Darius Catrina, Dumitru-Clementin Cercel, Mihai Dascălu, Traian Rebedea, Vasile Păiş, Dan Tufiş
arXiv_CL
arXiv_CL
Quantization
Transfer_Learning
Recognition
Bert
Knowledge
Speech
Pose
Sentiment
Language_Model
Prediction
PDF
2021-12-22
Toward Educator-focused Automated Scoring Systems for Reading and Writing
Mike Hardy
arXiv_CL
arXiv_CL
Transformer
Embedding
Transfer_Learning
Classification
Attention
PDF
2021-12-22
Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization
Md Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Weakly_Supervised
Pose
Summarization
PDF
2021-12-22
Convolutional neural network based on transfer learning for breast cancer screening
Hussin Ragb, Redha Ali, Elforjani Jera, Nagi Buaossa
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Classification
CNN
PDF
2021-12-21
A Parameter Initialization Method for Variational Quantum Algorithms to Mitigate Barren Plateaus Based on Transfer Learning
Huan-Yu Liu, Tai-Ping Sun, Yu-Chun Wu, Yong-Jian Han, Guo-Ping Guo
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Face
VQA
QA
PDF
2021-12-20
Evaluation and Comparison of Deep Learning Methods for Pavement Crack Identification with Visual Images
Kai-Liang Lu
arXiv_AI
arXiv_AI
Segmentation
Transfer_Learning
Enhancement
Weakly_Supervised
Review
Adversarial
Pose
Classification
Deep_Learning
Detection
GAN
CNN
PDF
2021-12-18
Cascading Adaptors to Leverage English Data to Improve Performance of Question Answering for Low-Resource Languages
Hariom A. Pandya, Bhavik Ardeshna, Dr. Brijesh S. Bhatt
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Zero-Shot
Pose
QA
PDF
2021-12-17
Human-Vehicle Cooperative Visual Perception for Shared Autonomous Driving
Yiyue Zhao, Cailin Lei, Yu Shen, Yuchuan Du, Qijun Chen
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Detection
Object_Detection
Autonomous
PDF
2021-12-17
PeopleSansPeople: A Synthetic Data Generator for Human-Centric Computer Vision
Salehe Erfanian Ebadi, You-Cyuan Jhang, Alex Zook, Saurav Dhakad, Adam Crespi, Pete Parisi, Steven Borkman, Jonathan Hogins, Sujoy Ganguly
arXiv_AI
arXiv_AI
Segmentation
Transfer_Learning
Semantic_Segmentation
3D
Pose_Estimation
Pose
Detection
Few-Shot
PDF
2021-12-16
Monitoring crop phenology with street-level imagery using computer vision
Raphaël d'Andrimont, Momchil Yordanov, Laura Martinez-Sanchez, Marijn van der Velde
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Pose
Survey
Action
Classification
Deep_Learning
CNN
Inference
PDF
2021-12-16
RegionCLIP: Region-based Language-Image Pretraining
Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao
arXiv_AI
arXiv_AI
Transfer_Learning
Zero-Shot
Pose
Classification
Detection
Object_Detection
Caption
Image_Classification
Inference
PDF
2021-12-16
Learning from Guided Play: A Scheduled Hierarchical Approach for Improving Exploration in Adversarial Imitation Learning
Trevor Ablett, Bryan Chan, Jonathan Kelly
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Sparse
Adversarial
Action
PDF
2021-12-16
Search for temporal cell segmentation robustness in phase-contrast microscopy videos
Estibaliz Gómez-de-Mariscal, Hasini Jayatilaka, Özgün Çiçek, Thomas Brox, Denis Wirtz, Arrate Muñoz-Barrutia
arXiv_CV
arXiv_CV
Segmentation
Tracking
Transfer_Learning
3D
Pose
Deep_Learning
CNN
PDF
2021-12-15
One System to Rule them All: a Universal Intent Recognition System for Customer Service Chatbots
Juan Camilo Vasquez-Correa, Juan Carlos Guerrero-Sierra, Jose Luis Pemberty-Tamayo, Juan Esteban Jaramillo, Andres Felipe Tejada-Castro
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Recognition
Bert
RNN
Pose
Classification
CNN
Language_Model
QA
PDF
2021-12-15
Confidence-Aware Subject-to-Subject Transfer Learning for Brain-Computer Interface
Dong-Kyun Han, Serkan Musellim, Dong-Young Kim
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
Face
PDF
2021-12-15
Chimpanzee voice prints? Insights from transfer learning experiments from human voices
Mael Leroux, Orestes Gutierrez Al-Khudhairy, Nicolas Perony, Simon W. Townsend
arXiv_SD
arXiv_SD
Transfer_Learning
PDF
2021-12-15
MissMarple : A Novel Socio-inspired Feature-transfer Learning Deep Network for Image Splicing Detection
Angelina L. Gokhale, Dhanya Pramod, Sudeep D. Thepade, Ravi Kulkarni
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Deep_Learning
Detection
CNN
PDF
2021-12-15
A Comparative Analysis of Machine Learning Approaches for Automated Face Mask Detection During COVID-19
Junaed Younus Khan, Md Abdullah Al Alamin
arXiv_CV
arXiv_CV
Transfer_Learning
Face
Deep_Learning
Detection
GAN
PDF
2021-12-15
Fine-Tuning Large Neural Language Models for Biomedical Natural Language Processing
Robert Tinn, Hao Cheng, Yu Gu, Naoto Usuyama, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon
arXiv_CL
arXiv_CL
Transfer_Learning
Bert
Medical
Language_Model
PDF
2021-12-15
Weed Recognition using Deep Learning Techniques on Class-imbalanced Imagery
A S M Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G.K. Jones
arXiv_AI
arXiv_AI
Transfer_Learning
Recognition
Deep_Learning
PDF
2021-12-14
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing
Young-Suk Lee, Ramon Fernandez Astudillo, Thanh Lam Hoang, Tahira Naseem, Radu Florian, Salim Roukos
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
QA
PDF
2021-12-14
On the Use of External Data for Spoken Named Entity Recognition
Ankita Pasad, Felix Wu, Suwon Shon, Karen Livescu, Kyu J. Han
arXiv_CL
arXiv_CL
Transfer_Learning
Recognition
Knowledge
Speech
Self-Supervised
Speech_Recognition
PDF
2021-12-14
CLIP-Lite: Information Efficient Visual Representation Learning from Textual Annotations
Aman Shrivastava, Ramprasaath R. Selvaraju, Nikhil Naik, Vicente Ordonez
arXiv_CV
arXiv_CV
Transfer_Learning
Zero-Shot
Optimization
Represenation_Learning
Pose
Contrastive_Learning
Classification
Caption
PDF
2021-12-13
Language Models are not Models of Language
Csaba Veres
arXiv_CL
arXiv_CL
Transfer_Learning
Pose
Deep_Learning
Language_Model
PDF
2021-12-13
VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks
Yi-Lin Sung, Jaemin Cho, Mohit Bansal
arXiv_AI
arXiv_AI
Image_Caption
Transfer_Learning
Knowledge
Pose
VQA
Caption
Language_Model
QA
PDF
2021-12-13
Quantum Stream Learning
Yongcheng Ding, Xi Chen, Rafael Magdalena-Benedicto, José D. Martín-Guerrero
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Knowledge
PDF
2021-12-12
Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations
Yordan Yordanov, Vid Kocijan, Thomas Lukasiewicz, Oana-Maria Camburu
arXiv_CL
arXiv_CL
Transfer_Learning
Few-Shot
Inference
PDF
2021-12-11
Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry
Karl Löwenmark, Cees Taal, Stephan Schnabel, Marcus Liwicki, Fredrik Sandin
arXiv_AI
arXiv_AI
Transfer_Learning
Weakly_Supervised
Optimization
Knowledge
Survey
PDF
2021-12-10
Analysis and Prediction of NLP Models Via Task Embeddings
Damien Sileo, Marie-Francine Moens
arXiv_CL
arXiv_CL
Transformer
Embedding
Transfer_Learning
Zero-Shot
Pose
Inference
Prediction
PDF
2021-12-10
Automated tabulation of clinical trial results: A joint entity and relation extraction approach with transformer-based language representations
Jetsun Whitton, Anthony Hunter
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Recognition
Review
Action
Relation
Relation_Extraction
PDF
2021-12-09
Transfer learning using deep neural networks for Ear Presentation Attack Detection: New Database for PAD
Jalil Nourmohammadi Khiarak
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Pose
Classification
Detection
PDF
2021-12-09
KartalOl: Transfer learning using deep neural network for iris segmentation and localization: New dataset for iris segmentation
Jalil Nourmohammadi Khiarak, Samaneh Salehi Nasab, Farhang Jaryani, Seyed Naeim Moafinejad, Rana Pourmohamad, Yasin Amini, Morteza Noshad
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Recognition
Pose
Detection
Object_Detection
PDF
2021-12-09
Domain Adaptation and Autoencoder Based Unsupervised Speech Enhancement
Yi Li, Yang Sun, Kirill Horoshenkov, Syed Mohsen Naqvi
arXiv_SD
arXiv_SD
Unsupervised
Transfer_Learning
Enhancement
Speech
Pose
PDF
2021-12-07
Multinational Address Parsing: A Zero-Shot Evaluation
Marouane Yassine, David Beauchemin, François Laviolette, Luc Lamontagne
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Knowledge
Adversarial
Pose
Deep_Learning
Attention
PDF
2021-12-07
ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images
Binh M. Le, Simon S. Woo
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Pose
Deep_Learning
Detection
Object_Detection
Attention
PDF
2021-12-06
Transfer learning to improve streamflow forecasts in data sparse regions
Roland Oruche, Lisa Egede, Tracy Baker, Fearghal O'Donncha
arXiv_AI
arXiv_AI
Transfer_Learning
Sparse
RNN
Knowledge
Pose
Prediction
PDF
2021-12-04
SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing
Yichun Shi, Xiao Yang, Yangyue Wan, Xiaohui Shen
arXiv_CV
arXiv_CV
Transfer_Learning
GAN
PDF
2021-12-04
Hyper-GAN: Transferring Unconditional to Conditional GANs with HyperNetworks
Héctor Laria, Yaxing Wang, Joost van de Weijer, Bogdan Raducanu
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Self-Supervised
Pose
GAN
PDF
2021-12-03
A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples
Sen Jia, Shuguo Jiang, Zhijie Lin, Nanying Li, Meng Xu, Shiqi Yu
arXiv_AI
arXiv_AI
Transfer_Learning
Review
Survey
Classification
Deep_Learning
Few-Shot
Image_Classification
PDF
2021-12-03
Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks
Peri Akiva, Matthew Purri, Matthew Leotta
arXiv_AI
arXiv_AI
Segmentation
Unsupervised
Transfer_Learning
Semantic_Segmentation
Represenation_Learning
Self-Supervised
Face
Classification
Detection
PDF
2021-12-02
Transfer Learning in Conversational Analysis through Reusing Preprocessing Data as Supervisors
Joshua Yee Kim, Tongliang Liu, Kalina Yacef
arXiv_CL
arXiv_CL
Transfer_Learning
Action
PDF
2021-12-01
Subtask-dominated Transfer Learning for Long-tail Person Search
Chuang Liu, Hua Yang, Qin Zhou, Shibao Zheng
arXiv_CV
arXiv_CV
Person_Re-identification
Transfer_Learning
Pose
Classification
Detection
Re-identification
PDF
2021-12-01
Multi-Agent Transfer Learning in Reinforcement Learning-Based Ride-Sharing Systems
Alberto Castagna, Ivana Dusparic
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Knowledge
Action
PDF
2021-12-01
Wiki to Automotive: Understanding the Distribution Shift and its impact on Named Entity Recognition
Anmol Nayak, Hari Prasad Timmapathini
arXiv_CL
arXiv_CL
Transfer_Learning
Recognition
Bert
Sparse
Language_Model
PDF
2021-11-30
Beyond Flatland: Pre-training with a Strong 3D Inductive Bias
Shubhaankar Gupta, Thomas P. O'Connell, Bernhard Egger
arXiv_AI
arXiv_AI
Transfer_Learning
3D
Pose
Deep_Learning
PDF
2021-11-30
MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning
Sara Atito, Muhammad Awais, Ammarah Farooq, Zhenhua Feng, Josef Kittler
arXiv_CV
arXiv_CV
Transfer_Learning
Self-Supervised
Pose
Classification
Image_Classification
PDF
2021-11-30
MAPLE: Microprocessor A Priori for Latency Estimation
Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee
arXiv_AI
arXiv_AI
NAS
Transfer_Learning
Pose
Quantitative
PDF
2021-11-29
Deep Decomposition for Stochastic Normal-Abnormal Transport
Peirong Liu, Yueh Lee, Stephen Aylward, Marc Niethammer
arXiv_CV
arXiv_CV
Transfer_Learning
3D
Pose
Medical
Optical_Flow
PDF
2021-11-29
Speech Tasks Relevant to Sleepiness Determined with Deep Transfer Learning
Bang Tran, Youxiang Zhu, Xiaohui Liang, James W. Schwoebel, Lindsay A. Warrenburg
arXiv_CL
arXiv_CL
Transfer_Learning
Bert
Speech
Detection
Attention
PDF
2021-11-29
Buildings Classification using Very High Resolution Satellite Imagery
Mohammad Dimassi, Abed Ellatif Samhat, Mohammad Zaraket, Jamal Haidar, Mustafa Shukor, Ali J. Ghandour
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Semantic_Segmentation
Pose
Classification
Deep_Learning
PDF
2021-11-29
Enhanced Transfer Learning Through Medical Imaging and Patient Demographic Data Fusion
Spencer A. Thomas
arXiv_CV
arXiv_CV
Transfer_Learning
Enhancement
Classification
Medical
PDF
2021-11-28
Transfer Learning with Jukebox for Music Source Separation
Wadhah Zai El Amri, Oliver Tautz, Helge Ritter, Andrew Melnik
arXiv_SD
arXiv_SD
Transfer_Learning
PDF
2021-11-28
Learning Physical Concepts in Cyber-Physical Systems: A Case Study
Henrik S. Steude, Alexander Windmann, Oliver Niggemann
arXiv_AI
arXiv_AI
Transfer_Learning
Represenation_Learning
Pose
PDF
2021-11-27
On Learning Domain-Invariant Representations for Transfer Learning with Multiple Sources
Trung Phung, Trung Le, Long Vuong, Toan Tran, Anh Tran, Hung Bui, Dinh Phung
arXiv_AI
arXiv_AI
Transfer_Learning
PDF
2021-11-26
VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition
Changyao Tian, Wenhai Wang, Xizhou Zhu, Xiaogang Wang, Jifeng Dai, Yu Qiao
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Pose
Deep_Learning
PDF
2021-11-26
How Well Do Sparse Imagenet Models Transfer?
Eugenia Iofinova, Alexandra Peste, Mark Kurtz, Dan Alistarh
arXiv_AI
arXiv_AI
Transfer_Learning
Sparse
Regularization
CNN
Inference
PDF
2021-11-25
Few-Shot Real Image Restoration via Distortion-Relation Guided Transfer Learning
Xin Li, Xin Jin, Jun Fu, Xiaoyuan Yu, Bei Tong, Zhibo Chen
arXiv_CV
arXiv_CV
Unsupervised
Transfer_Learning
Restoration
Knowledge
Knowledge_Graph
Pose
Relation
Few-Shot
PDF
2021-11-25
Transferability Metrics for Selecting Source Model Ensembles
Andrea Agostinelli, Jasper Uijlings, Thomas Mensink, Vittorio Ferrari
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Semantic_Segmentation
Pose
PDF
2021-11-25
Amortized Prompt: Lightweight Fine-Tuning for CLIP in Domain Generalization
Xin Zhang, Yusuke Iwasawa, Yutaka Matsuo, Shixiang Shane Gu
arXiv_CV
arXiv_CV
Transfer_Learning
Zero-Shot
Pose
Classification
Image_Classification
Inference
PDF
2021-11-24
Transferability Estimation using Bhattacharyya Class Separability
Michal Pándy, Andrea Agostinelli, Jasper Uijlings, Vittorio Ferrari, Thomas Mensink
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Semantic_Segmentation
Pose
Classification
Image_Classification
PDF
2021-11-24
Improving Customer Service Chatbots with Attention-based Transfer Learning
Jordan J. Bird
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Knowledge
Pose
Action
Attention
QA
PDF
2021-11-24
Ex-DoF: Expansion of Action Degree-of-Freedom with Virtual Camera Rotation for Omnidirectional Image
Kosuke Tahara, Noriaki Hirose (Toyota Central R&D Labs., Inc.)
arXiv_RO
arXiv_RO
Transfer_Learning
Pose
Action
PDF
2021-11-23
Multi-label Iterated Learning for Image Classification with Label Ambiguity
Sai Rajeswar, Pau Rodriguez, Soumye Singhal, David Vazquez, Aaron Courville
arXiv_AI
arXiv_AI
Transfer_Learning
Self-Supervised
Pose
Classification
Image_Classification
Prediction
PDF
2021-11-23
Exploration of Dark Chemical Genomics Space via Portal Learning: Applied to Targeting the Undruggable Genome and COVID-19 Anti-Infective Polypharmacology
Tian Cai, Li Xie, Muge Chen, Yang Liu, Di He, Shuo Zhang, Cameron Mura, Philip E. Bourne, Lei Xie
arXiv_AI
arXiv_AI
Transfer_Learning
Recognition
Pose
Face
Action
Deep_Learning
GAN
PDF
2021-11-23
CL-NERIL: A Cross-Lingual Model for NER in Indian Languages
Akshara Prabhakar, Gouri Sankar Majumder, Ashish Anand
arXiv_CL
arXiv_CL
Transfer_Learning
Recognition
Zero-Shot
Pose
Prediction
PDF
2021-11-23
CytoImageNet: A large-scale pretraining dataset for bioimage transfer learning
Stanley Bryan Z. Hua, Alex X. Lu, Alan M. Moses
arXiv_AI
arXiv_AI
Transfer_Learning
Classification
PDF
2021-11-23
Semi-Supervised Learning with Taxonomic Labels
Jong-Chyi Su, Subhransu Maji
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Classification
GAN
PDF
2021-11-22
Component Transfer Learning for Deep RL Based on Abstract Representations
Geoffrey van Driessel, Vincent Francois-Lavet
arXiv_AI
arXiv_AI
Embedding
Transfer_Learning
Reinforcement_Learning
Optimization
Action
Matching
PDF
2021-11-22
Florence: A New Foundation Model for Computer Vision
Lu Yuan, Dongdong Chen, Yi-Ling Chen, Noel Codella, Xiyang Dai, Jianfeng Gao, Houdong Hu, Xuedong Huang, Boxin Li, Chunyuan Li, Ce Liu, Mengchen Liu, Zicheng Liu, Yumao Lu, Yu Shi, Lijuan Wang, Jianfeng Wang, Bin Xiao, Zhen Xiao, Jianwei Yang, Michael Zeng, Luowei Zhou, Pengchuan Zhang
arXiv_AI
arXiv_AI
Image_Caption
Transfer_Learning
Recognition
Zero-Shot
Pose
Action_Recognition
Action
Classification
Detection
VQA
Few-Shot
Object_Detection
Caption
QA
Video_Retrieval
PDF
2021-11-22
Benchmarking Detection Transfer Learning with Vision Transformers
Yanghao Li, Saining Xie, Xinlei Chen, Piotr Dollar, Kaiming He, Ross Girshick
arXiv_CV
arXiv_CV
Transformer
Unsupervised
Transfer_Learning
Self-Supervised
Detection
Object_Detection
PDF
2021-11-22
Transfer Learning with Gaussian Processes for Bayesian Optimization
Petru Tighineanu, Kathrin Skubch, Paul Baireuther, Attila Reiss, Felix Berkenkamp, Julia Vinogradska
arXiv_AI
arXiv_AI
Transfer_Learning
Optimization
Pose
Relation
PDF
2021-11-22
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning
Vamsi Aribandi, Yi Tay, Tal Schuster, Jinfeng Rao, Huaixiu Steven Zheng, Sanket Vaibhav Mehta, Honglei Zhuang, Vinh Q. Tran, Dara Bahri, Jianmo Ni, Jai Gupta, Kai Hui, Sebastian Ruder, Donald Metzler
arXiv_CL
arXiv_CL
Transfer_Learning
Self-Supervised
Pose
Denoising
QA
PDF
2021-11-22
Adaptive Transfer Learning: a simple but effective transfer learning
Jung H Lee, Henry J Kvinge, Scott Howland, Zachary New, John Buckheit, Lauren A. Phillips, Elliott Skomski, Jessica Hibler, Courtney D. Corley, Nathan O. Hodas
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Pose
Deep_Learning
Few-Shot
PDF
2021-11-20
Predicting High-Flow Nasal Cannula Failure in an ICU Using a Recurrent Neural Network with Transfer Learning and Input Data Perseveration: A Retrospective Analysis
George A. Pappy, Melissa D. Aczon, Randall C. Wetzel, David R. Ledbetter
arXiv_AI
arXiv_AI
Transfer_Learning
RNN
Prediction
PDF
2021-11-19
The Joy of Neural Painting
Ernesto Diaz-Aviles, Claudia Orellana-Rodriguez, Beth Jochim
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
GAN
PDF
2021-11-19
An Analysis of the Influence of Transfer Learning When Measuring the Tortuosity of Blood Vessels
Matheus V. da Silva, Julie Ouellette, Baptiste Lacoste, Cesar H. Comin
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Pose
CNN
PDF
2021-11-19
Combined Scaling for Zero-shot Transfer Learning
Hieu Pham, Zihang Dai, Golnaz Ghiasi, Hanxiao Liu, Adams Wei Yu, Minh-Thang Luong, Mingxing Tan, Quoc V. Le
arXiv_CV
arXiv_CV
Transfer_Learning
Zero-Shot
Sketch
Pose
Contrastive_Learning
PDF
2021-11-19
Semi-supervised transfer learning for language expansion of end-to-end speech recognition models to low-resource languages
Jiyeon Kim, Mehul Kumar, Dhananjaya Gowda, Abhinav Garg, Chanwoo Kim
arXiv_CL
arXiv_CL
Transfer_Learning
Recognition
Speech
Pose
Attention
Speech_Recognition
PDF
2021-11-19
Rethinking Query, Key, and Value Embedding in Vision Transformer under Tiny Model Constraints
Jaesin Ahn, Jiuk Hong, Jeongwoo Ju, Heechul Jung
arXiv_CV
arXiv_CV
Transformer
Embedding
Transfer_Learning
Knowledge
Pose
Classification
Attention
Image_Classification
PDF
2021-11-18
Improving Transferability of Representations via Augmentation-Aware Self-Supervision
Hankook Lee, Kibok Lee, Kimin Lee, Honglak Lee, Jinwoo Shin
arXiv_AI
arXiv_AI
Unsupervised
Transfer_Learning
Represenation_Learning
Self-Supervised
PDF
2021-11-18
RoBERTuito: a pre-trained language model for social media text in Spanish
Juan Manuel Pérez, Damián A. Furman, Laura Alonso Alemany, Franco Luque
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Bert
Face
Medical
Language_Model
PDF
2021-11-17
Rethinking Drone-Based Search and Rescue with Aerial Person Detection
Pasi Pyrrö, Hassan Naseri, Alexander Jung
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Face
Deep_Learning
Detection
Object_Detection
Drone
PDF
2021-11-17
TorchGeo: deep learning with geospatial data
Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Deep_Learning
PDF
2021-11-16
A Comparative Study on Transfer Learning and Distance Metrics in Semantic Clustering over the COVID-19 Tweets
Elnaz Zafarani-Moattar, Mohammad Reza Kangavari, Amir Masoud Rahmani
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Bert
Action
Detection
Language_Model
PDF
2021-11-16
Grounding Psychological Shape Space in Convolutional Neural Networks
Lucas Bechberger, Kai-Uwe Kühnberger
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Pose
Classification
CNN
PDF
2021-11-15
Joint Unsupervised and Supervised Training for Multilingual ASR
Junwen Bai, Bo Li, Yu Zhang, Ankur Bapna, Nikhil Siddhartha, Khe Chai Sim, Tara N. Sainath
arXiv_CL
arXiv_CL
Unsupervised
Transfer_Learning
Recognition
RNN
Speech
Self-Supervised
Pose
Speech_Recognition
Language_Model
PDF
2021-11-15
Say What? Collaborative Pop Lyric Generation Using Multitask Transfer Learning
Naveen Ram, Tanay Gummadi, Rahul Bhethanabotla, Richard J. Savery, Gil Weinberg
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Matching
PDF
2021-11-15
Adding more data does not always help: A study in medical conversation summarization with PEGASUS
Varun Nair, Namit Katariya, Xavier Amatriain, Ilya Valmianski, Anitha Kannan
arXiv_AI
arXiv_AI
Transfer_Learning
Action
Classification
Summarization
Medical
PDF
2021-11-14
Improving Compound Activity Classification via Deep Transfer and Representation Learning
Vishal Dey, Raghu Machiraju, Xia Ning
arXiv_AI
arXiv_AI
Transfer_Learning
Represenation_Learning
Classification
Relation
Activity
PDF
2021-11-12
Scalable Diverse Model Selection for Accessible Transfer Learning
Daniel Bolya, Rohit Mittapalli, Judy Hoffman
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Deep_Learning
PDF
2021-11-11
Automated PII Extraction from Social Media for Raising Privacy Awareness: A Deep Transfer Learning Approach
Yizhi Liu, Fang Yu Lin, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen
arXiv_AI
arXiv_AI
Embedding
Transfer_Learning
Knowledge
Pose
Action
Deep_Learning
CNN
Prediction
PDF
2021-11-10
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering
Srinivas Ravishankar, June Thai, Ibrahim Abdelaziz, Nandana Mihidukulasooriya, Tahira Naseem, Pavan Kapanipathi, Gaetano Rossilleo, Achille Fokoue
arXiv_AI
arXiv_AI
Transfer_Learning
Knowledge
Knowledge_Graph
Action
QA
PDF
2021-11-10
Prune Once for All: Sparse Pre-Trained Language Models
Ofir Zafrir, Ariel Larey, Guy Boudoukh, Haihao Shen, Moshe Wasserblat
arXiv_AI
arXiv_AI
Transformer
Quantization
Transfer_Learning
Bert
Sparse
Knowledge
Pose
Language_Model
PDF
2021-11-09
Learning to Generalize Compositionally by Transferring Across Semantic Parsing Tasks
Wang Zhu, Peter Shaw, Tal Linzen, Fei Sha
arXiv_CL
arXiv_CL
Transfer_Learning
Pose
PDF
2021-11-08
TAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Data
Wasu Piriyakulkij, Cristina Menghini, Ross Briden, Nihal V. Nayak, Jeffrey Zhu, Elaheh Raisi, Stephen H. Bach
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Knowledge_Graph
Classification
GAN
Image_Classification
PDF
2021-11-08
Reinforcement Learning for Mixed Autonomy Intersections
Zhongxia Yan, Cathy Wu
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Pose
PDF
2021-11-08
Improved Regularization and Robustness for Fine-tuning in Neural Networks
Dongyue Li, Hongyang R. Zhang
arXiv_CV
arXiv_CV
Transfer_Learning
Regularization
Pose
Classification
Few-Shot
Image_Classification
PDF
2021-11-07
Speaker Generation
Daisy Stanton, Matt Shannon, Soroosh Mariooryad, RJ Skerry-Ryan, Eric Battenberg, Tom Bagby, David Kao
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Speech
Pose
Attention
PDF
2021-11-07
Open-Set Crowdsourcing using Multiple-Source Transfer Learning
Guangyang Han, Guoxian Yu, Lei Liu, Lizhen Cui, Carlotta Domeniconi, Xiangliang Zhang
arXiv_AI
arXiv_AI
Transfer_Learning
Pose
Relation
Inference
PDF
2021-11-06
Convolutional Gated MLP: Combining Convolutions & gMLP
A.Rajagopal, V. Nirmala
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Knowledge
Pose
Deep_Learning
Attention
CNN
PDF
2021-11-06
Action Recognition using Transfer Learning and Majority Voting for CSGO
Tasnim Sakib Apon, Abrar Islam, MD. Golam Rabiul Alam
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Action_Recognition
Action
Prediction
PDF
2021-11-05
Sexism Identification in Tweets and Gabs using Deep Neural Networks
Amikul Kalra, Arkaitz Zubiaga
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Bert
RNN
Speech
Classification
CNN
PDF
2021-11-05
Disengagement Cause-and-Effect Relationships Extraction Using an NLP Pipeline
Yangtao Zhang, X. Jessie Yang, Feng Zhou
arXiv_CL
arXiv_CL
Transfer_Learning
Action
Relation
Autonomous
PDF
2021-11-04
Successor Feature Neural Episodic Control
David Emukpere, Xavier Alameda-Pineda, Chris Reinke
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
GAN
PDF
2021-11-04
MT3: Multi-Task Multitrack Music Transcription
Josh Gardner, Ian Simon, Ethan Manilow, Curtis Hawthorne, Jesse Engel
arXiv_SD
arXiv_SD
Transformer
Transfer_Learning
Recognition
Speech
Pose
Speech_Recognition
PDF
2021-11-04
Generalized Radiograph Representation Learning via Cross-supervision between Images and Free-text Radiology Reports
Hong-Yu Zhou, Xiaoyu Chen, Yinghao Zhang, Ruibang Luo, Liansheng Wang, Yizhou Yu
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Transfer_Learning
Represenation_Learning
Review
Self-Supervised
Pose
Deep_Learning
PDF
2021-11-03
Skin Cancer Classification using Inception Network and Transfer Learning
Priscilla Benedetti, Damiano Perri, Marco Simonetti, Osvaldo Gervasi, Gianluca Reali, Mauro Femminella
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Classification
Medical
CNN
PDF
2021-11-02
Predicting the Location of Bicycle-sharing Stations using OpenStreetMap Data
Kamil Raczycki
arXiv_AI
arXiv_AI
Embedding
Transfer_Learning
Pose
PDF
2021-11-02
Detection of Hate Speech using BERT and Hate Speech Word Embedding with Deep Model
Hind Saleh, Areej Alhothali, Kawthar Moria
arXiv_CL
arXiv_CL
Embedding
Transfer_Learning
Bert
RNN
Speech
Classification
Detection
Language_Model
PDF
2021-11-02
Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks
Aakanksha Naik, Jill Lehman, Carolyn Rose
arXiv_CL
arXiv_CL
Transfer_Learning
PDF
2021-11-01
Transfer Learning Approach to Bicycle-sharing Systems' Station Location Planning using OpenStreetMap Data
Kamil Raczycki, Piotr Szymański
arXiv_AI
arXiv_AI
Embedding
Transfer_Learning
Optimization
Pose
Face
Survey
PDF
2021-11-01
A transfer learning based approach for pronunciation scoring