Deep_Learning

Deep_Learning

• 2022-01-21 Object Detection in Aerial Images: What Improves the Accuracy?    Hashmat Shadab Malik, Ikboljon Sobirov, Abdelrahman Mohamed arXiv_AI arXiv_AI  Deep_Learning  Detection  Object_Detection  PDF
• 2022-01-21 Inferring Brain Dynamics via Multimodal Joint Graph Representation EEG-fMRI    Jalal Mirakhorli arXiv_AI arXiv_AI  Deep_Learning  Relation  PDF
• 2022-01-21 Personality Type Based on Myers-Briggs Type Indicator with Text Posting Style by using Traditional and Deep Learning    Sakdipat Ontoum, Jonathan H. Chan arXiv_CL arXiv_CL  RNN  Deep_Learning  PDF
• 2022-01-21 Dynamic Deep Convolutional Candlestick Learner    Jun-Hao Chen, Yun-Cheng Tsai arXiv_CV arXiv_CV  Recognition  Pose  Classification  Deep_Learning  Detection  Object_Detection  CNN  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
• 2022-01-21 Taxonomy Enrichment with Text and Graph Vector Representations    Irina Nikishina, Mikhail Tikhomirov, Varvara Logacheva, Yuriy Nazarov, Alexander Panchenko, Natalia Loukachevitch arXiv_CL arXiv_CL  Embedding  Knowledge  Knowledge_Graph  Deep_Learning  Relation  PDF
• 2022-01-21 SegTransVAE: Hybrid CNN -- Transformer with Regularization for medical image segmentation    Quan-Dung Pham (1), Hai Nguyen-Truong (1, 2 and 3), Nam Nguyen Phuong (1), Khoa N. A. Nguyen (1, 2 and 3) ((1) VinBrain JSC., Vietnam, (2) University of Science, Ho Chi Minh City, Vietnam, (3) Vietnam National University, Ho Chi Minh City, Vietnam) arXiv_CV arXiv_CV  Transformer  Segmentation  Regularization  Knowledge  Pose  Deep_Learning  Medical  Inference  PDF
• 2022-01-21 What Can Machine Vision Do for Lymphatic Histopathology Image Analysis: A Comprehensive Review    Xiaoqi Li, Haoyuan Chen, Chen Li, Md Mamunur Rahaman, Xintong Li, Jian Wu, Xiaoyan Li, Hongzan Sun, Marcin Grzegorzek arXiv_CV arXiv_CV  Segmentation  Review  Pose  Classification  Deep_Learning  Detection  PDF
• 2022-01-20 SoftDropConnect -- Effective and Efficient Quantification of the Network Uncertainty in Deep MR Image Analysis    Qing Lyu, Christopher T. Whitlow, Ge Wang arXiv_AI arXiv_AI  Segmentation  Optimization  Pose  Quantitative  Classification  Deep_Learning  Medical  Inference  Prediction  PDF
• 2022-01-20 AI Technical Considerations: Data Storage, Cloud usage and AI Pipeline    P.M.A van Ooijen, Erfan Darzidehkalani, Andre Dekker arXiv_AI arXiv_AI  Deep_Learning  PDF
• 2022-01-20 DIVA-DAF: A Deep Learning Framework for Historical Document Image Analysis    Lars Vögtlin, Paul Maergner, Rolf Ingold arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Self-Supervised  Deep_Learning  PDF
• 2022-01-20 Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning    Ekaterina Kalinicheva, Loic Landrieu, Clément Mallet, Nesrine Chehata arXiv_CV arXiv_CV  Point_Cloud  3D  Weakly_Supervised  Pose  Deep_Learning  Prediction  PDF
• 2022-01-20 DFBVS: Deep Feature-Based Visual Servo    Nicholas Adrian, Do Van Thach, Pham Quang Cuong arXiv_RO arXiv_RO  Pose  Action  Deep_Learning  PDF
• 2022-01-20 PRMI: A Dataset of Minirhizotron Images for Diverse Plant Root Study    Weihuang Xu, Guohao Yu, Yiming Cui, Romain Gloaguen, Alina Zare, Jason Bonnette, Joel Reyes-Cabrera, Ashish Rajurkar, Diane Rowland, Roser Matamala, Julie D. Jastrow, Thomas E. Juenger, Felix B. Fritschi arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Weakly_Supervised  Face  Deep_Learning  PDF
• 2022-01-20 Sentiment Analysis: Predicting Yelp Scores    Bhanu Prakash Reddy Guda, Mashrin Srivastava, Deep Karkhanis arXiv_CL arXiv_CL  Bert  Review  Pose  Classification  Deep_Learning  Sentiment  Attention  Prediction  PDF
• 2022-01-20 Experimental Large-Scale Jet Flames' Geometrical Features Extraction for Risk Management Using Infrared Images and Deep Learning Segmentation Methods    Carmina Pérez-Guerrero, Adriana Palacios, Gilberto Ochoa-Ruiz, Christian Mata, Joaquim Casal, Miguel Gonzalez-Mendoza, Luis Eduardo Falcón-Morales arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Action  Deep_Learning  Attention  PDF
• 2022-01-19 Enhanced Performance of Pre-Trained Networks by Matched Augmentation Distributions    Touqeer Ahmad, Mohsen Jafarzadeh, Akshay Raj Dhamija, Ryan Rabinowitz, Steve Cruz, Chunchun Li, Terrance E. Boult arXiv_AI arXiv_AI  Pose  Deep_Learning  Inference  PDF
• 2022-01-19 Investigating underdiagnosis of AI algorithms in the presence of multiple sources of dataset bias    Melanie Bernhardt, Charles Jones, Ben Glocker arXiv_AI arXiv_AI  Deep_Learning  Attention  PDF
• 2022-01-19 Data Augmentation for Bayesian Deep Learning    Yuexi Wang, Nicholas G. Polson, Vadim O. Sokolov arXiv_CV arXiv_CV  Gradient_Descent  Optimization  Pose  Deep_Learning  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 Towards a General Deep Feature Extractor for Facial Expression Recognition    Liam Schoneveld, Alice Othmani arXiv_CV arXiv_CV  Recognition  Pose  Emotion  Face  Deep_Learning  Sentiment  PDF
• 2022-01-19 A pipeline for automated processing of Corona KH-4 stereo imagery    Sajid Ghuffar, Tobias Bolch, Ewelina Rupnik, Atanu Bhattacharya arXiv_CV arXiv_CV  Pose  Deep_Learning  PDF
• 2022-01-19 Object Detection in Autonomous Vehicles: Status and Open Challenges    Abhishek Balasubramaniam, Sudeep Pasricha arXiv_CV arXiv_CV  Surveillance  Recognition  Deep_Learning  Detection  Object_Detection  Autonomous  PDF
• 2022-01-19 Robotic Irrigation Water Management: Estimating Soil Moisture Content by Feel and Appearance    Marsela Polic, Marko Car, Jelena Tabak, Matko Orsag arXiv_RO arXiv_RO  Pose  Face  Deep_Learning  PDF
• 2022-01-19 A Survey on Training Challenges in Generative Adversarial Networks for Biomedical Image Analysis    Muhammad Muneeb Saad, Ruairi O'Reilly, Mubashir Husain Rehmani arXiv_CV arXiv_CV  Gradient_Descent  Review  Adversarial  Survey  Classification  Deep_Learning  GAN  Medical  PDF
• 2022-01-19 A Confidence-based Iterative Solver of Depths and Surface Normals for Deep Multi-view Stereo    Wang Zhao, Shaohui Liu, Yi Wei, Hengkai Guo, Yong-Jin Liu arXiv_CV arXiv_CV  Optimization  Pose  Face  Deep_Learning  Prediction  Matching  PDF
• 2022-01-19 Real-time Recognition of Yoga Poses using computer Vision for Smart Health Care    Abhishek Sharma, Yash Shah, Yash Agrawal, Prateek Jain arXiv_CV arXiv_CV  Recognition  Gesture  Pose  Deep_Learning  PDF
• 2022-01-19 DMF-Net: Dual-Branch Multi-Scale Feature Fusion Network for copy forgery identification of anti-counterfeiting QR code    Zhongyuan Guo, Hong Zheng, Changhui You, Tianyu Wang, Chang Liu arXiv_CV arXiv_CV  Pose  Deep_Learning  PDF
• 2022-01-19 Superpixel Pre-Segmentation of HER2 Slides for Efficient Annotation    Mathias Öttl, Jana Mönius, Christian Marzahl, Matthias Rübner, Carol I. Geppert, Arndt Hartmann, Matthias W. Beckmann, Peter Fasching, Andreas Maier, Ramona Erber, Katharina Breininger arXiv_CV arXiv_CV  Segmentation  Embedding  Pose  Deep_Learning  Denoising  Medical  PDF
• 2022-01-19 Virtual Coil Augmentation Technology for MRI via Deep Learning    Cailian Yang, Xianghao Liao, Yuhao Wang, Minghui Zhang, Qiegen Liu arXiv_CV arXiv_CV  Reconstruction  Enhancement  Pose  Deep_Learning  Medical  PDF
• 2022-01-19 Self-Supervised Deep Blind Video Super-Resolution    Haoran Bai, Jinshan Pan arXiv_CV arXiv_CV  Super_Resolution  Restoration  Self-Supervised  Pose  Deep_Learning  Optical_Flow  PDF
• 2022-01-19 Online Deep Learning based on Auto-Encoder    Si-si Zhang, Jian-wei Liu, Xin Zuo, Run-kun Lu, Si-ming Lian arXiv_CV arXiv_CV  Reconstruction  Sketch  Pose  Classification  Deep_Learning  Denoising  Attention  PDF
• 2022-01-18 Extending the Vocabulary of Fictional Languages using Neural Networks    Thomas Zacharias, Ashutosh Taklikar, Raja Giryes arXiv_CL arXiv_CL  Style_Transfer  Pose  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 Sectioning of Biomedical Abstracts: A Sequence of Sequence Classification Task    Mehmet Efruz Karabulut, K. Vijay-Shanker arXiv_CL arXiv_CL  Embedding  Classification  Deep_Learning  Medical  PDF
• 2022-01-18 Deep Equilibrium Models for Video Snapshot Compressive Imaging    Yaping Zhao, Siming Zheng, Xin Yuan arXiv_CV arXiv_CV  Reconstruction  RNN  Regularization  Pose  Quantitative  Deep_Learning  PDF
• 2022-01-18 Deep Learning Based Framework for Iranian License Plate Detection and Recognition    Mojtaba Shahidi Zandi, Roozbeh Rajabi arXiv_CV arXiv_CV  Recognition  Pose  Deep_Learning  Detection  CNN  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
• 2022-01-18 Design Space Exploration of Dense and Sparse Mapping Schemes for RRAM Architectures    Corey Lammie, Jason K. Eshraghian, Chenqi Li, Amirali Amirsoleimani, Roman Genov, Wei D. Lu, Mostafa Rahimi Azghadi arXiv_AI arXiv_AI  Quantization  Sparse  Deep_Learning  PDF
• 2022-01-17 Data-Centric Machine Learning in the Legal Domain    Hannes Westermann, Jaromir Savelka, Vern R. Walker, Kevin D. Ashley, Karim Benyekhlef arXiv_CL arXiv_CL  Embedding  Enhancement  Classification  Deep_Learning  PDF
• 2022-01-17 Towards deep observation: A systematic survey on artificial intelligence techniques to monitor fetus via Ultrasound Images    Mahmood Alzubaidi, Marco Agus, Khalid Alyafei, Khaled A Althelaya, Uzair Shah, Alaa A. Abdalrazaq, Mohammed Anbar, Zafar Iqbal, Mowafa Househ arXiv_CV arXiv_CV  Segmentation  Reinforcement_Learning  3D  Review  Face  Survey  Classification  Deep_Learning  Detection  Medical  PDF
• 2022-01-17 Masked Faces with Faced Masks    Jiayi Zhu, Qing Guo, Felix Juefei-Xu, Yihao Huang, Yang Liu, Geguang Pu arXiv_AI arXiv_AI  Recognition  Adversarial  Pose  Face  Deep_Learning  Detection  Object_Detection  Face_Recognition  PDF
• 2022-01-17 Homogenization of Existing Inertial-Based Datasets to Support Human Activity Recognition    Hamza Amrani, Daniela Micucci, Marco Mobilio, Paolo Napoletano arXiv_CV arXiv_CV  Recognition  Pose  Classification  Deep_Learning  Activity  PDF
• 2022-01-17 Deep Learning-based Quality Assessment of Clinical Protocol Adherence in Fetal Ultrasound Dating Scans    Sevim Cengiz, Mohammad Yaqub arXiv_AI arXiv_AI  Pose  Deep_Learning  PDF
• 2022-01-17 NSGZero: Efficiently Learning Non-Exploitable Policy in Large-Scale Network Security Games with Neural Monte Carlo Tree Search    Wanqi Xue, Bo An, Chai Kiat Yeo arXiv_AI arXiv_AI  Pose  Deep_Learning  PDF
• 2022-01-17 Few-shot image segmentation for cross-institution male pelvic organs using registration-assisted prototypical learning    Yiwen Li, Yunguan Fu, Qianye Yang, Zhe Min, Wen Yan, Henkjan Huisman, Dean Barratt, Victor Adrian Prisacariu, Yipeng Hu arXiv_CV arXiv_CV  Segmentation  3D  Knowledge  Pose  Deep_Learning  Few-Shot  GAN  Medical  PDF
• 2022-01-17 Chatbot System Architecture    Moataz Mohammed, Mostafa M. Aref arXiv_CL arXiv_CL  Deep_Learning  QA  PDF
• 2022-01-17 Joint Learning for Aspect and Polarity Classification in Persian Reviews Using Multi-Task Deep Learning    Milad Vazan arXiv_CL arXiv_CL  Review  Pose  Classification  Deep_Learning  Detection  Sentiment  PDF
• 2022-01-17 Segmentation of the Carotid Lumen and Vessel Wall using Deep Learning and Location Priors    Florian Thamm, Felix Denzinger, Leonhard Rist, Celia Martin Vicario, Florian Kordon, Andreas Maier arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  PDF
• 2022-01-17 Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers Are?    Ikboljon Sobirov, Otabek Nazarov, Hussain Alasmawi, Mohammad Yaqub arXiv_CV arXiv_CV  Transformer  Segmentation  Deep_Learning  CNN  PDF
• 2022-01-17 Using Machine Learning Based Models for Personality Recognition    Fatemeh Mohades Deilami, Hossein Sadr, Mojdeh Nazari arXiv_AI arXiv_AI  Recognition  Pose  Emotion  Classification  Deep_Learning  Detection  CNN  PDF
• 2022-01-17 Face Detection in Extreme Conditions: A Machine-learning Approach    Sameer Aqib Hashmi, Dr. Mahdy Rahman Chowdhury arXiv_AI arXiv_AI  Face_Detection  Knowledge  Pose  Face  Deep_Learning  Detection  Relation  CNN  PDF
• 2022-01-17 Synthesis and Reconstruction of Fingerprints using Generative Adversarial Networks    Rafael Bouzaglo, Yosi Keller arXiv_CV arXiv_CV  Reconstruction  Recognition  Adversarial  Pose  Deep_Learning  GAN  PDF
• 2022-01-16 DeepCreativity: Measuring Creativity with Deep Learning Techniques    Giorgio Franceschelli, Mirco Musolesi arXiv_AI arXiv_AI  Pose  Deep_Learning  PDF
• 2022-01-16 Is it Possible to Predict MGMT Promoter Methylation from Brain Tumor MRI Scans using Deep Learning Models?    Numan Saeed, Shahad Hardan, Kudaibergen Abutalip, Mohammad Yaqub arXiv_CV arXiv_CV  Transformer  3D  Pose  Deep_Learning  PDF
• 2022-01-16 Challenges in COVID-19 Chest X-Ray Classification: Problematic Data or Ineffective Approaches?    Muhammad Ridzuan, Ameera Ali Bawazir, Ivo Gollini Navarette, Ibrahim Almakky, Mohammad Yaqub arXiv_CV arXiv_CV  Face  Classification  Deep_Learning  PDF
• 2022-01-16 Fully Convolutional Change Detection Framework with Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection    Chen Wu, Bo Du, Liangpei Zhang arXiv_AI arXiv_AI  Unsupervised  Weakly_Supervised  Optimization  Adversarial  Pose  Deep_Learning  Detection  CNN  PDF
• 2022-01-15 A Framework for Pedestrian Sub-classification and Arrival Time Prediction at Signalized Intersection Using Preprocessed Lidar Data    Tengfeng Lin, Zhixiong Jin, Seongjin Choi, Hwasoo Yeo arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Detection  Prediction  PDF
• 2022-01-15 Smart Parking Space Detection under Hazy conditions using Convolutional Neural Networks: A Novel Approach    Gaurav Satyanath, Jajati Keshari Sahoo, Rajendra Kumar Roul arXiv_CV arXiv_CV  Pose  Deep_Learning  Detection  Object_Detection  CNN  PDF
• 2022-01-15 Hyperplane bounds for neural feature mappings    Antonio Jimeno Yepes arXiv_AI arXiv_AI  Deep_Learning  PDF
• 2022-01-15 Explainability Tools Enabling Deep Learning in Future In-Situ Real-Time Planetary Explorations    Daniel Lundstrom, Alexander Huyen, Arya Mevada, Kyongsik Yun, Thomas Lu arXiv_AI arXiv_AI  Segmentation  Recognition  Face  Action  Classification  Deep_Learning  PDF
• 2022-01-15 Big Data Application for Network Level Travel Time Prediction    Tianya T. Zhang, Ying Ye, Yu Kathy Zhang arXiv_AI arXiv_AI  RNN  Deep_Learning  Relation  Attention  Prediction  PDF
• 2022-01-15 Concise Logarithmic Loss Function for Robust Training of Anomaly Detection Model    YeongHyeon Park arXiv_AI arXiv_AI  Knowledge  Pose  Deep_Learning  Detection  PDF
• 2022-01-14 Layerwise Geo-Distributed Computing between Cloud and IoT    Satoshi Kamo, Yiqiang Sheng arXiv_AI arXiv_AI  Sparse  Pose  Deep_Learning  PDF
• 2022-01-14 Perspective Transformation Layer    Nishan Khatri, Agnibh Dasgupta, Yucong Shen, Xin Zhong, Frank Shih arXiv_CV arXiv_CV  Gradient_Descent  Pose  Deep_Learning  Attention  CNN  PDF
• 2022-01-14 Active Predictive Coding Networks: A Neural Solution to the Problem of Learning Reference Frames and Part-Whole Hierarchies    Dimitrios C. Gklezakos, Rajesh P. N. Rao arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  RNN  Knowledge  Pose  Deep_Learning  PDF
• 2022-01-14 Zero-Shot Machine Unlearning    Vikram S Chundawat, Ayush K Tarun, Murari Mandal, Mohan Kankanhalli arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Pose  Deep_Learning  PDF
• 2022-01-14 Determination of building flood risk maps from LiDAR mobile mapping data    Yu Feng, Qing Xiao, Claus Brenner, Aaron Peche, Juntao Yang, Udo Feuerhake, Monika Sester arXiv_CV arXiv_CV  Survey  Action  Deep_Learning  Detection  Object_Detection  PDF
• 2022-01-14 Emergence of Machine Language: Towards Symbolic Intelligence with Neural Networks    Yuqi Wang, Xu-Yao Zhang, Cheng-Lin Liu, Zhaoxiang Zhang arXiv_CV arXiv_CV  Pose  Deep_Learning  PDF
• 2022-01-14 Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval    Shitao Xiao, Zheng Liu, Weihao Han, Jianjin Zhang, Chaozhuo Li, Yingxia Shao, Defu Lian, Xing Xie, Hao Sun, Denvy Deng, Liangjie Zhang, Qi Zhang arXiv_CL arXiv_CL  Embedding  Quantization  Optimization  Sparse  Deep_Learning  PDF
• 2022-01-14 A New Deep Hybrid Boosted and Ensemble Learning-based Brain Tumor Analysis using MRI    Mirza Mumtaz Zahoor, Shahzad Ahmad Qureshi, Saddam Hussain Khan, Asifullah Khan arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  Medical  CNN  PDF
• 2022-01-14 Deep Leaning-Based Ultra-Fast Stair Detection    Chen Wang, Zhongcai Pei, Shuang Qiu, Zhiyong Tang arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Deep_Learning  Detection  Object_Detection  PDF
• 2022-01-14 A Survey of Pretrained Language Models Based Text Generation    Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen arXiv_CL arXiv_CL  Survey  Deep_Learning  Text_Generation  Language_Model  PDF
• 2022-01-13 Neural Approaches to Conversational Information Retrieval    Jianfeng Gao, Chenyan Xiong, Paul Bennett, Nick Craswell arXiv_CL arXiv_CL  Face  Survey  Action  Deep_Learning  PDF
• 2022-01-13 Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning    Peyman Bateni, Jarred Barber, Raghav Goyal, Vaden Masrani, Jan-Willem van de Meent, Leonid Sigal, Frank Wood arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Few-Shot  PDF
• 2022-01-13 Automatic Sparse Connectivity Learning for Neural Networks    Zhimin Tang, Linkai Luo, Bike Xie, Yiyu Zhu, Rujie Zhao, Lvqing Bi, Chao Lu arXiv_AI arXiv_AI  Sparse  Regularization  Pose  Deep_Learning  PDF
• 2022-01-13 Fish sounds: towards the evaluation of marine acoustic biodiversity through data-driven audio source separation    Michele Mancusi, Nicola Zonca, Emanuele Rodolà, Silvia Zuffi arXiv_SD arXiv_SD  Tracking  Deep_Learning  Detection  PDF
• 2022-01-13 Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement Learning    Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekara, Egemen Tanin arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Optimization  Pose  Deep_Learning  Attention  PDF
• 2022-01-13 Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency Learning    Linkai Peng, Li Lin, Pujin Cheng, Ziqi Huang, Xiaoying Tang arXiv_CV arXiv_CV  Reconstruction  Segmentation  Unsupervised  Style_Transfer  Pose  Deep_Learning  Medical  PDF
• 2022-01-13 EMT-NET: Efficient multitask network for computer-aided diagnosis of breast cancer    Jiaqiao Shi, Aleksandar Vakanski, Min Xian, Jianrui Ding, Chunping Ning arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Deep_Learning  Detection  Inference  PDF
• 2022-01-13 AI Singapore Trusted Media Challenge Dataset    Weiling Chen, Benjamin Chua, Stefan Winkler arXiv_CV arXiv_CV  Pose  Deep_Learning  GAN  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
• 2022-01-13 MAg: a simple learning-based patient-level aggregation method for detecting microsatellite instability from whole-slide images    Kaifeng Pang, Zuhayr Asad, Shilin Zhao, Yuankai Huo arXiv_CV arXiv_CV  Pose  Deep_Learning  Detection  Prediction  PDF
• 2022-01-13 Collision Detection: An Improved Deep Learning Approach Using SENet and ResNext    Aloukik Aditya, Liudu Zhou, Hrishika Vachhani, Dhivya Chandrasekaran, Vijay Mago arXiv_CV arXiv_CV  Pose  Deep_Learning  Detection  PDF
• 2022-01-13 Spatial-Temporal Map Vehicle Trajectory Detection Using Dynamic Mode Decomposition and Res-UNet+ Neural Networks    Tianya T. Zhang, Peter J. Jin arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Sparse  Action  Deep_Learning  Detection  PDF
• 2022-01-12 Partial-Attribution Instance Segmentation for Astronomical Source Detection and Deblending    Ryan Hausen, Brant Robertson arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Detection  PDF
• 2022-01-12 Get your Foes Fooled: Proximal Gradient Split Learning for Defense against Model Inversion Attacks on IoMT data    Sunder Ali Khowaja, Ik Hyun Lee, Kapal Dev, Muhammad Aslam Jarwar, Nawab Muhammad Faseeh Qureshi arXiv_AI arXiv_AI  Recognition  Adversarial  Pose  Deep_Learning  Medical  Inference  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 Automatic Labeling to Generate Training Data for Online LiDAR-based Moving Object Segmentation    Xieyuanli Chen, Benedikt Mersch, Lucas Nunes, Rodrigo Marcuzzi, Ignacio Vizzo, Jens Behley, Cyrill Stachniss arXiv_RO arXiv_RO  Segmentation  3D  Pose  Deep_Learning  Autonomous  PDF
• 2022-01-12 Diagnosing BERT with Retrieval Heuristics    Arthur Câmara, Claudia Hauff arXiv_CL arXiv_CL  Embedding  Bert  Pose  Deep_Learning  Language_Model  Matching  PDF
• 2022-01-12 Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution    Zixu Zhuang, Liping Si, Sheng Wang, Kai Xuan, Xi Ouyang, Yiqiang Zhan, Zhong Xue, Lichi Zhang, Dinggang Shen, Weiwu Yao, Qian Wang arXiv_CV arXiv_CV  3D  Pose  Face  Deep_Learning  Detection  Attention  CNN  PDF
• 2022-01-11 Region-based Layout Analysis of Music Score Images    Francisco J. Castellanos, Carlos Garrido-Munoz, Antonio Ríos-Vila, Jorge Calvo-Zaragoza arXiv_CV arXiv_CV  Recognition  Pose  Deep_Learning  PDF
• 2022-01-11 Neural Capacitance: A New Perspective of Neural Network Selection via Edge Dynamics    Chunheng Jiang, Tejaswini Pedapati, Pin-Yu Chen, Yizhou Sun, Jianxi Gao arXiv_AI arXiv_AI  Pose  Deep_Learning  Prediction  PDF
• 2022-01-11 Dynamic Price of Parking Service based on Deep Learning    Alejandro Luque-Cerpa, Miguel A. Gutiérrez-Naranjo, Miguel Cárdenas-Montes arXiv_AI arXiv_AI  Pose  Deep_Learning  PDF
• 2022-01-11 Learning to Denoise Raw Mobile UI Layouts for ImprovingDatasets at Scale    Gang Li, Gilles Baechler, Manuel Tragut, Yang Li arXiv_CV arXiv_CV  Pose  Deep_Learning  Denoising  PDF
• 2022-01-11 Captcha Attack:Turning Captchas Against Humanity    Mauro Conti, Luca Pajola, Pier Paolo Tricomi arXiv_CV arXiv_CV  Adversarial  Speech  Pose  Face  Deep_Learning  PDF
• 2022-01-11 Sentiment Analysis with Deep Learning Models: A Comparative Study on a Decade of Sinhala Language Facebook Data    Gihan Weeraprameshwara, Vihanga Jayawickrama, Nisansa de Silva, Yudhanjaya Wijeratne arXiv_CL arXiv_CL  RNN  Pose  Face  Action  Deep_Learning  Relation  Sentiment  PDF
• 2022-01-11 Emotion Estimation from EEG -- A Dual Deep Learning Approach Combined with Saliency    Victor Delvigne, Antoine Facchini, Hazem Wannous, Thierry Dutoit, Laurence Ris, Jean-Philippe Vandeborre arXiv_CV arXiv_CV  Salient  Knowledge  Pose  Emotion  Action  Deep_Learning  Activity  PDF
• 2022-01-11 CI-AVSR: A Cantonese Audio-Visual Speech Dataset for In-car Command Recognition    Wenliang Dai, Samuel Cahyawijaya, Tiezheng Yu, Elham J. Barezi, Peng Xu, Cheuk Tung Shadow Yiu, Rita Frieske, Holy Lovenia, Genta Indra Winata, Qifeng Chen, Xiaojuan Ma, Bertram E. Shi, Pascale Fung arXiv_CL arXiv_CL  Recognition  Speech  Action  Deep_Learning  Speech_Recognition  PDF
• 2022-01-11 Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019    Zhengying Liu, Adrien Pavao, Zhen Xu, Sergio Escalera, Fabio Ferreira, Isabelle Guyon, Sirui Hong, Frank Hutter, Rongrong Ji, Julio C. S. Jacques Junior, Ge Li, Marius Lindauer, Zhipeng Luo, Meysam Madadi, Thomas Nierhoff, Kangning Niu, Chunguang Pan, Danny Stoll, Sebastien Treguer, Jin Wang, Peng Wang, Chenglin Wu, Youcheng Xiong, Arbe r Zela, Yang Zhang arXiv_AI arXiv_AI  NAS  Pose  Classification  Deep_Learning  GAN  Matching  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
• 2022-01-11 Drone Object Detection Using RGB/IR Fusion    Lizhi Yang, Ruhang Ma, Avideh Zakhor arXiv_CV arXiv_CV  Deep_Learning  Detection  Object_Detection  Attention  GAN  Drone  PDF
• 2022-01-11 Improved Neural Distinguishers with Differentials: Applications in SIMON and SIMECK    Jinyu Lu, Guoqiang Liu, Yunwen Liu, Bing Sun, Chao Li, Li Liu arXiv_AI arXiv_AI  Knowledge  Deep_Learning  PDF
• 2022-01-11 Prior Knowledge Enhances Radiology Report Generation    Song Wang, Liyan Tang, Mingquan Lin, George Shih, Ying Ding, Yifan Peng arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Pose  Deep_Learning  Attention  Medical  PDF
• 2022-01-10 NFANet: A Novel Method for Weakly Supervised Water Extraction from High-Resolution Remote Sensing Imagery    Ming Lu, Leyuan Fang, Muxing Li, Bob Zhang, Yi Zhang, Pedram Ghamisi arXiv_CV arXiv_CV  Weakly_Supervised  Pose  Action  Deep_Learning  PDF
• 2022-01-10 Neuroplastic graph attention networks for nuclei segmentation in histopathology images    Yoav Alon, Huiyu Zhou arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Optimization  Pose  Action  Quantitative  Deep_Learning  Attention  Medical  CNN  PDF
• 2022-01-10 3D Segmentation with Fully Trainable Gabor Kernels and Pearson's Correlation Coefficient    Ken C. L. Wong, Mehdi Moradi arXiv_CV arXiv_CV  Segmentation  3D  Pose  Deep_Learning  Relation  CNN  PDF
• 2022-01-10 Cross-Modality Sub-Image Retrieval using Contrastive Multimodal Image Representations    Eva Breznik, Elisabeth Wetzer, Joakim Lindblad, Nataša Sladoje arXiv_CV arXiv_CV  Image_Caption  Image_Retrieval  Adversarial  Pose  Deep_Learning  GAN  PDF
• 2022-01-10 Learning Population-level Shape Statistics and Anatomy Segmentation From Images: A Joint Deep Learning Model    Wenzheng Tao, Riddhish Bhalodia, Shireen Elhabian arXiv_CV arXiv_CV  Segmentation  Pose  Face  Quantitative  Deep_Learning  PDF
• 2022-01-10 DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population    Ningyu Zhang, Xin Xu, Liankuan Tao, Haiyang Yu, Hongbin Ye, Xin Xie, Xiang Chen, Zhoubo Li, Lei Li, Xiaozhuan Liang, Yunzhi Yao, Shumin Deng, Zhenru Zhang, Chuanqi Tan, Fei Huang, Guozhou Zheng, Huajun Chen arXiv_CL arXiv_CL  Recognition  Knowledge  Action  Deep_Learning  Relation  Few-Shot  Relation_Extraction  GAN  PDF
• 2022-01-10 Gait Recognition Based on Deep Learning: A Survey    Claudio Filipi Gonçalves dos Santos, Diego de Souza Oliveira, Leandro A. Passos, Rafael Gonçalves Pires, Daniel Felipe Silva Santos, Lucas Pascotti Valem, Thierry P. Moreira, Marcos Cleison S. Santana, Mateus Roder, João Paulo Papa, Danilo Colombo arXiv_CV arXiv_CV  Recognition  Gait_Recognition  Survey  Action  Classification  Deep_Learning  Detection  PDF
• 2022-01-10 Small Object Detection using Deep Learning    Aleena Ajaz, Ayesha Salar, Tauseef Jamal, Asif Ullah Khan arXiv_CV arXiv_CV  Pose  Deep_Learning  Detection  Object_Detection  Drone  Autonomous  PDF
• 2022-01-10 Swin Transformer for Fast MRI    Jiahao Huang, Yingying Fang, Yinzhe Wu, Huanjun Wu, Zhifan Gao, Yang Li, Javier Del Ser, Jun Xia, Guang Yang arXiv_AI arXiv_AI  Transformer  Reconstruction  Segmentation  Pose  Action  Deep_Learning  Attention  CNN  PDF
• 2022-01-10 Wind Park Power Prediction: Attention-Based Graph Networks and Deep Learning to Capture Wake Losses    Lars Ødegaard Bentsen, Narada Dilp Warakagoda, Roy Stenbro, Paal Engelstad arXiv_AI arXiv_AI  RNN  Pose  Deep_Learning  Attention  Prediction  PDF
• 2022-01-10 Why-So-Deep: Towards Boosting Previously Trained Models for Visual Place Recognition    M. Usman Maqbool Bhutta, Yuxiang Sun, Darwin Lau, Ming Liu arXiv_RO arXiv_RO  Tracking  Recognition  Image_Retrieval  Pose  SLAM  Deep_Learning  Detection  PDF
• 2022-01-10 End-to-end lossless compression of high precision depth maps guided by pseudo-residual    Yuyang Wu, Wei Gao arXiv_CV arXiv_CV  Pose  Deep_Learning  PDF
• 2022-01-10 Towards Boosting the Accuracy of Non-Latin Scene Text Recognition    Sanjana Gunna, Rohit Saluja, C. V. Jawahar arXiv_CV arXiv_CV  Recognition  Scene_Text  Deep_Learning  PDF
• 2022-01-10 Swin transformers make strong contextual encoders for VHR image road extraction    Tao Chen, Daguang Jiang, Ruirui Li arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Action  Deep_Learning  PDF
• 2022-01-10 Pedestrian Detection: Domain Generalization, CNNs, Transformers and Beyond    Irtiza Hasan, Shengcai Liao, Jinpeng Li, Saad Ullah Akram, Ling Shao arXiv_CV arXiv_CV  Transformer  Surveillance  Tracking  Object_Tracking  Pose  Deep_Learning  Detection  Object_Detection  Autonomous  PDF
• 2022-01-10 Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems    Lianghao Xia, Chao Huang, Yong Xu, Huance Xu, Xiang Li, Weiguo Zhang arXiv_AI arXiv_AI  Regularization  Knowledge  Action  Deep_Learning  Recommendation  PDF
• 2022-01-10 Multi-Level Attention for Unsupervised Person Re-Identification    Yi Zheng arXiv_CV arXiv_CV  Person_Re-identification  Unsupervised  Pose  Deep_Learning  Attention  Re-identification  PDF
• 2022-01-09 Semantic and sentiment analysis of selected Bhagavad Gita translations using BERT-based language framework    Rohitash Chandra, Venkatesh Kulkarni arXiv_AI arXiv_AI  Transformer  Embedding  Bert  Deep_Learning  Sentiment  Language_Model  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
• 2022-01-09 Learning class prototypes from Synthetic InSAR with Vision Transformers    Nikolaos Ioannis Bountos, Dimitrios Michail, Ioannis Papoutsis arXiv_CV arXiv_CV  Transformer  Knowledge  Pose  Classification  Deep_Learning  Detection  CNN  PDF
• 2022-01-09 Privacy-aware Early Detection of COVID-19 through Adversarial Training    Omid Rohanian, Samaneh Kouchaki, Andrew Soltan, Jenny Yang, Morteza Rohanian, Yang Yang, David Clifton arXiv_AI arXiv_AI  Adversarial  Pose  Deep_Learning  Detection  PDF
• 2022-01-09 Emotional Speaker Identification using a Novel Capsule Nets Model    Ali Bou Nassif, Ismail Shahin, Ashraf Elnagar, Divya Velayudhan, Adi Alhudhaif, Kemal Polat arXiv_SD arXiv_SD  Recognition  Speech  Pose  Emotion  Deep_Learning  Relation  CNN  PDF
• 2022-01-09 A Survey on Face Recognition Systems    Jash Dalvi, Sanket Bafna, Devansh Bagaria, Shyamal Virnodkar arXiv_CV arXiv_CV  Recognition  Face  Survey  Deep_Learning  Face_Recognition  PDF
• 2022-01-08 Agricultural Plant Cataloging and Establishment of a Data Framework from UAV-based Crop Images by Computer Vision    Maurice Günder, Facundo R. Ispizua Yamati, Jana Kierdorf, Ribana Roscher, Anne-Katrin Mahlein, Christian Bauckhage arXiv_CV arXiv_CV  Recognition  Image_Retrieval  Action  Deep_Learning  Prediction  PDF
• 2022-01-08 Defocus Deblur Microscopy via feature interactive coarse-to-fine network    Jiahe Wang, Boran Han arXiv_CV arXiv_CV  Knowledge  Deep_Learning  PDF
• 2022-01-08 Deep Generative Modeling for Volume Reconstruction in Cryo-Electron Microscop    Claire Donnat, Axel Levy, Frederic Poitevin, Nina Miolane arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Review  Pose  Face  Deep_Learning  PDF
• 2022-01-08 PocketNN: Integer-only Training and Inference of Neural Networks via Direct Feedback Alignment and Pocket Activations in Pure C++    Jaewoo Song, Fangzhen Lin arXiv_AI arXiv_AI  Quantization  Pose  Deep_Learning  Inference  PDF
• 2022-01-08 Fake Hilsa Fish Detection Using Machine Vision    Mirajul Islam, Jannatul Ferdous Ani, Abdur Rahman, Zakia Zaman arXiv_AI arXiv_AI  Pose  Deep_Learning  Detection  PDF
• 2022-01-08 Knowledge Tracing: A Survey    Ghodai Abdelrahman, Qing Wang, Bernardo Pereira Nunes arXiv_AI arXiv_AI  Knowledge  Review  Survey  Deep_Learning  Recommendation  PDF
• 2022-01-08 Classification of Hyperspectral Images by Using Spectral Data and Fully Connected Neural Network    Zumray Dokur, Tamer Olmez arXiv_CV arXiv_CV  3D  Classification  Deep_Learning  CNN  PDF
• 2022-01-08 A novel audio representation using space filling curves    Alessandro Mari, Arash Salarian arXiv_SD arXiv_SD  Pose  Deep_Learning  CNN  PDF
• 2022-01-08 A Unified Review of Deep Learning for Automated Medical Coding    Shaoxiong Ji, Wei Sun, Hang Dong, Honghan Wu, Pekka Marttinen arXiv_CL arXiv_CL  Review  Pose  Action  Deep_Learning  Medical  PDF
• 2022-01-08 Expert Knowledge-guided Geometric Representation Learning for Magnetic Resonance Imaging-based Glioma Grading    Yeqi Wang, Longfei Li, Cheng Li, Yan Xi, Hairong Zheng, Yusong Lin, Shanshan Wang arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Knowledge  Pose  Quantitative  Classification  Deep_Learning  Relation  Prediction  PDF
• 2022-01-07 An Incremental Learning Approach to Automatically Recognize Pulmonary Diseases from the Multi-vendor Chest Radiographs    Mehreen Sirshar, Taimur Hassan, Muhammad Usman Akram, Shoab Ahmed Khan arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Deep_Learning  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 Probabilistic spatial clustering based on the Self Discipline Learning model of autonomous learning    Zecang Cu, Xiaoqi Sun, Yuan Sun, Fuquan Zhang arXiv_AI arXiv_AI  Unsupervised  Pose  Deep_Learning  Autonomous  PDF
• 2022-01-07 A Review of Deep Learning Techniques for Markerless Human Motion on Synthetic Datasets    Doan Duy Vo, Russell Butler arXiv_CV arXiv_CV  Review  Pose  Deep_Learning  Attention  Medical  PDF
• 2022-01-07 Audio representations for deep learning in sound synthesis: A review    Anastasia Natsiou, Sean O'Leary arXiv_SD arXiv_SD  Review  Action  Deep_Learning  PDF
• 2022-01-07 A sinusoidal signal reconstruction method for the inversion of the mel-spectrogram    Anastasia Natsiou, Sean O'Leary arXiv_SD arXiv_SD  Reconstruction  Deep_Learning  Attention  PDF
• 2022-01-07 Bayesian Neural Networks for Reversible Steganography    Ching-Chun Chang arXiv_CV arXiv_CV  Unsupervised  Pose  Deep_Learning  GAN  Inference  PDF
• 2022-01-07 Deep Domain Adversarial Adaptation for Photon-efficient Imaging Based on Spatiotemporal Inception Network    Yiwei Chen, Gongxin Yao, Yong Liu, Yu Pan arXiv_CV arXiv_CV  3D  Sparse  Adversarial  Pose  Deep_Learning  PDF
• 2022-01-07 Motion Prediction via Joint Dependency Modeling in Phase Space    Pengxiang Su, Zhenguang Liu, Shuang Wu, Lei Zhu, Yifang Yin, Xuanjing Shen arXiv_CV arXiv_CV  3D  Optimization  Knowledge  Pose  Deep_Learning  Relation  CNN  Prediction  PDF
• 2022-01-07 A three-dimensional dual-domain deep network for high-pitch and sparse helical CT reconstruction    Wei Wang, Xiang-Gen Xia, Chuanjiang He, Zemin Ren, Jian Lu arXiv_CV arXiv_CV  Reconstruction  Embedding  Sparse  Pose  Deep_Learning  Detection  Object_Detection  PDF
• 2022-01-07 Multi-Behavior Enhanced Recommendation with Cross-Interaction Collaborative Relation Modeling    Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Mengyin Lu, Liefeng Bo arXiv_AI arXiv_AI  Embedding  Pose  Action  Deep_Learning  Relation  Recommendation  PDF
• 2022-01-06 Large-scale protein-protein post-translational modification extraction with distant supervision and confidence calibrated BioBERT    Aparna Elangovan, Yuan Li, Douglas E. V. Pires, Melissa J. Davis, Karin Verspoor arXiv_CL arXiv_CL  Bert  Knowledge  Action  Deep_Learning  Prediction  PDF
• 2022-01-06 An Opinion Mining of Text in COVID-19 Issues along with Comparative Study in ML, BERT & RNN    Md. Mahadi Hasan Sany, Mumenunnesa Keya, Sharun Akter Khushbu, Akm Shahariar Azad Rabby, Abu Kaisar Mohammad Masum arXiv_CL arXiv_CL  Bert  RNN  Knowledge  Pose  Deep_Learning  Prediction  PDF
• 2022-01-06 HyperionSolarNet: Solar Panel Detection from Aerial Images    Poonam Parhar, Ryan Sawasaki, Alberto Todeschini, Colorado Reed, Hossein Vahabi, Nathan Nusaputra, Felipe Vergara arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Face  Classification  Deep_Learning  Detection  PDF
• 2022-01-06 Deep Learning Based Classification System For Recognizing Local Spinach    Mirajul Islam, Nushrat Jahan Ria, Jannatul Ferdous Ani, Abu Kaisar Mohammad Masum, Sheikh Abujar, Syed Akhter Hossain arXiv_CV arXiv_CV  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2022-01-06 A Light in the Dark: Deep Learning Practices for Industrial Computer Vision    Maximilian Harl, Marvin Herchenbach, Sven Kruschel, Nico Hambauer, Patrick Zschech, Mathias Kraus arXiv_AI arXiv_AI  Recognition  Pose  Deep_Learning  PDF
• 2022-01-06 Multi-Domain Joint Training for Person Re-Identification    Lu Yang, Lingqiao Liu, Yunlong Wang, Peng Wang, Yanning Zhang arXiv_CV arXiv_CV  Person_Re-identification  Pose  Deep_Learning  Re-identification  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
• 2022-01-06 Machine Learning: Algorithms, Models, and Applications    Jaydip Sen, Sidra Mehtab, Rajdeep Sen, Abhishek Dutta, Pooja Kherwa, Saheel Ahmed, Pranay Berry, Sahil Khurana, Sonali Singh, David W. W Cadotte, David W. Anderson, Kalum J. Ost, Racheal S. Akinbo, Oladunni A. Daramola, Bongs Lainjo arXiv_AI arXiv_AI  Reinforcement_Learning  Speech  Emotion  Deep_Learning  Medical  PDF
• 2022-01-06 Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement    Dongnan Liu, Chaoyi Zhang, Yang Song, Heng Huang, Chenyu Wang, Michael Barnett, Weidong Cai arXiv_CV arXiv_CV  Unsupervised  Adversarial  Pose  Classification  Deep_Learning  Detection  Object_Detection  PDF
• 2022-01-06 Egocentric Deep Multi-Channel Audio-Visual Active Speaker Localization    Hao Jiang, Calvin Murdock, Vamsi Krishna Ithapu arXiv_CV arXiv_CV  Pose  Action  Deep_Learning  Detection  Activity  PDF
• 2022-01-06 3D Intracranial Aneurysm Classification and Segmentation via Unsupervised Dual-branch Learning    Di Shao, Xuequan Lu, Xiao Liu arXiv_CV arXiv_CV  Segmentation  Unsupervised  Point_Cloud  3D  Classification  Deep_Learning  Detection  Medical  PDF
• 2022-01-05 On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving    Giulio Rossolini, Federico Nesti, Gianluca D'Amico, Saasha Nair, Alessandro Biondi, Giorgio Buttazzo arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Adversarial  Pose  Classification  Deep_Learning  Autonomous  PDF
• 2022-01-05 Atomized Search Length: Beyond User Models    John Alex, Keith Hall, Donald Metzler arXiv_CL arXiv_CL  Deep_Learning  PDF
• 2022-01-05 The Effect of Model Compression on Fairness in Facial Expression Recognition    Samuil Stoychev, Hatice Gunes arXiv_CV arXiv_CV  Recognition  Face  Deep_Learning  PDF
• 2022-01-05 Using Deep Learning with Large Aggregated Datasets for COVID-19 Classification from Cough    Esin Darici, Nicholas Rasmussen, Jennifer Ranjani J., Jaclyn Xiao, Gunvant Chaudhari, Akanksha Rajput, Praveen Govindan, Minami Yamaura, Laura Gomezjurado, Amil Khanzada, Mert Pilanci arXiv_SD arXiv_SD  Classification  Deep_Learning  PDF
• 2022-01-05 Relationship extraction for knowledge graph creation from biomedical literature    Nikola Milosevic, Wolfgang Thielemann arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Action  Deep_Learning  Relation  Medical  PDF
• 2022-01-05 Tackling the Class Imbalance Problem of Deep Learning Based Head and Neck Organ Segmentation    Elias Tappeiner, Martin Welk, Rainer Schubert arXiv_CV arXiv_CV  Segmentation  Optimization  Pose  Deep_Learning  GAN  Medical  PDF
• 2022-01-05 All You Need In Sign Language Production    Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Vassilis Athitsos, Mohammad Sabokrou arXiv_CL arXiv_CL  Recognition  Review  Pose  Survey  Deep_Learning  PDF
• 2022-01-05 Deep Probabilistic Graph Matching    He Liu, Tao Wang, Yidong Li, Congyan Lang, Songhe Feng, Haibin Ling arXiv_CV arXiv_CV  Pose  Deep_Learning  Prediction  QA  Matching  PDF
• 2022-01-05 Formant Tracking Using Quasi-Closed Phase Forward-Backward Linear Prediction Analysis and Deep Neural Networks    Dhananjaya Gowda, Bajibabu Bollepalli, Sudarsana Reddy Kadiri, Paavo Alku arXiv_SD arXiv_SD  Tracking  Speech  Pose  Deep_Learning  Detection  Prediction  PDF
• 2022-01-05 NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-task Financial Forecasting    Linyi Yang, Jiazheng Li, Ruihai Dong, Yue Zhang, Barry Smyth arXiv_AI arXiv_AI  Transformer  Quantitative  Deep_Learning  Prediction  PDF
• 2022-01-05 Challenges of Artificial Intelligence -- From Machine Learning and Computer Vision to Emotional Intelligence    Matti Pietikäinen, Olli Silven arXiv_AI arXiv_AI  Knowledge  Pose  Emotion  Deep_Learning  PDF
• 2022-01-05 Cross-SRN: Structure-Preserving Super-Resolution Network with Cross Convolution    Yuqing Liu, Qi Jia, Xin Fan, Shanshe Wang, Siwei Ma, Wen Gao arXiv_CV arXiv_CV  Super_Resolution  Restoration  Pose  Deep_Learning  Detection  Relation  Object_Detection  Attention  PDF
• 2022-01-05 Deep Learning-Based Sparse Whole-Slide Image Analysis for the Diagnosis of Gastric Intestinal Metaplasia    Jon Braatz, Pranav Rajpurkar, Stephanie Zhang, Andrew Y. Ng, Jeanne Shen arXiv_CV arXiv_CV  Sparse  Pose  Action  Classification  Deep_Learning  Inference  PDF
• 2022-01-05 Latent Vector Expansion using Autoencoder for Anomaly Detection    UJu Gim, YeongHyeon Park arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  PDF
• 2022-01-04 Learning Differentiable Safety-Critical Control using Control Barrier Functions for Generalization to Novel Environments    Hengbo Ma, Bike Zhang, Masayoshi Tomizuka, Koushil Sreenath arXiv_RO arXiv_RO  Embedding  Optimization  Pose  Deep_Learning  PDF
• 2022-01-04 Self-supervised Learning from 100 Million Medical Images    Florin C. Ghesu, Bogdan Georgescu, Awais Mansoor, Youngjin Yoo, Dominik Neumann, Pragneshkumar Patel, R.S. Vishwanath, James M. Balter, Yue Cao, Sasa Grbic, Dorin Comaniciu arXiv_CV arXiv_CV  Self-Supervised  Pose  Contrastive_Learning  Deep_Learning  Detection  Medical  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 ExAID: A Multimodal Explanation Framework for Computer-Aided Diagnosis of Skin Lesions    Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed arXiv_AI arXiv_AI  Face  Quantitative  Deep_Learning  Medical  Prediction  PDF
• 2022-01-04 COVID-19 Disease Progression Prediction via Audio Signals: A Longitudinal Study    Ting Dang, Jing Han, Tong Xia, Dimitris Spathis, Erika Bondareva, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Andres Floto, Pietro Cicuta, Cecilia Mascolo arXiv_SD arXiv_SD  Tracking  Deep_Learning  Detection  Relation  Prediction  PDF
• 2022-01-04 Identifying the exterior image of buildings on a 3D map and extracting elevation information using deep learning and digital image processing    Donghwa Shon, Byeongjoon Noh, Nahyang Byun arXiv_CV arXiv_CV  3D  Pose  Deep_Learning  Detection  Relation  CNN  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 Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources    Yongchun Zhu, Fuzhen Zhuang, Deqing Wang arXiv_AI arXiv_AI  Unsupervised  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2022-01-04 Interactive Attention AI to translate low light photos to captions for night scene understanding in women safety    Rajagopal A, Nirmala V, Arun Muthuraj Vedamanickam arXiv_CV arXiv_CV  Image_Caption  Enhancement  Image_Enhancement  Deep_Learning  VQA  Attention  Caption  Language_Model  PDF
• 2022-01-04 AI visualization in Nanoscale Microscopy    Rajagopal A (1), Nirmala V (2), Andrew J (3), Arun Muthuraj Vedamanickam. ((1) Indian Institute of Technology Madras, (2) Queen Marys College, (3) Karunya Institute of Technology and Sciences. India) arXiv_AI arXiv_AI  Classification  Deep_Learning  CNN  Image_Classification  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
• 2022-01-04 HWRCNet: Handwritten Word Recognition in JPEG Compressed Domain using CNN-BiLSTM Network    Mudit Goyal, Abhishek Kumar Gupta, Shiv Kumar, Karan Chatwani, Shiv Ram Dubey, Satish Kumar Singh arXiv_CV arXiv_CV  Recognition  RNN  Pose  Deep_Learning  CNN  PDF
• 2022-01-03 A Gradient Mapping Guided Explainable Deep Neural Network for Extracapsular Extension Identification in 3D Head and Neck Cancer Computed Tomography Images    Yibin Wang, Abdur Rahman, W. Neil. Duggar, P. Russell Roberts, Toms V. Thomas, Linkan Bian, Haifeng Wang arXiv_CV arXiv_CV  3D  Pose  Deep_Learning  Detection  PDF
• 2022-01-03 FaceQgen: Semi-Supervised Deep Learning for Face Image Quality Assessment    Javier Hernandez-Ortega, Julian Fierrez, Ignacio Serna, Aythami Morales arXiv_CV arXiv_CV  Recognition  Restoration  Adversarial  Pose  Face  Deep_Learning  Face_Recognition  GAN  Prediction  PDF
• 2022-01-03 Robust Natural Language Processing: Recent Advances, Challenges, and Future Directions    Marwan Omar, Soohyeon Choi, DaeHun Nyang, David Mohaisen arXiv_CL arXiv_CL  Embedding  Enhancement  Recognition  Adversarial  Speech  Pose  Deep_Learning  Sentiment  Speech_Recognition  PDF
• 2022-01-03 A Comprehensive Survey on Radio Frequency Fingerprinting: Traditional Approaches, Deep Learning, and Open Challenges    Anu Jagannath, Jithin Jagannath, Prem Sagar Pattanshetty Vasanth Kumar arXiv_AI arXiv_AI  Review  Pose  Face  Survey  Deep_Learning  Autonomous  PDF
• 2022-01-03 Biometrics in the Time of Pandemic: 40% Masked Face Recognition Degradation can be Reduced to 2%    Leonardo Queiroz, Kenneth Lai, Svetlana Yanushkevich, Vlad Shmerko arXiv_AI arXiv_AI  Recognition  Face  Deep_Learning  Face_Recognition  PDF
• 2022-01-03 Lung-Originated Tumor Segmentation from Computed Tomography Scan Benchmark    Parnian Afshar, Arash Mohammadi, Konstantinos N. Plataniotis, Keyvan Farahani, Justin Kirby, Anastasia Oikonomou, Amir Asif, Leonard Wee, Andre Dekker, Xin Wu, Mohammad Ariful Haque, Shahruk Hossain, Md. Kamrul Hasan, Uday Kamal, Winston Hsu, Jhih-Yuan Lin, M. Sohel Rahman, Nabil Ibtehaz, Sh. M. Amir Foisol, Kin-Man Lam, Zhong Guang, Runze Zhang, Sumohana S. Channappayya, Shashank Gupta, Chander Dev arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  PDF
• 2022-01-03 Scene Graph Generation: A Comprehensive Survey    Guangming Zhu, Liang Zhang, Youliang Jiang, Yixuan Dang, Haoran Hou, Peiyi Shen, Mingtao Feng, Xia Zhao, Qiguang Miao, Syed Afaq Ali Shah, Mohammed Bennamoun arXiv_CV arXiv_CV  Review  Pose  Survey  Action  Deep_Learning  Detection  Relation  Object_Detection  Visual_Relation  PDF
• 2022-01-02 FUSeg: The Foot Ulcer Segmentation Challenge    Chuanbo Wang, Amirreza Mahbod, Isabella Ellinger, Adrian Galdran, Sandeep Gopalakrishnan, Jeffrey Niezgoda, Zeyun Yu arXiv_CV arXiv_CV  Segmentation  Pose  Quantitative  Deep_Learning  GAN  Medical  Prediction  PDF
• 2022-01-02 Parkour Spot ID: Feature Matching in Satellite and Street view images using Deep Learning    João Morais, Kaushal Rathi, Bhuvaneshwar Mohan, Shantanu Rajesh arXiv_CV arXiv_CV  Pose  Deep_Learning  Matching  PDF
• 2022-01-02 Rxn Hypergraph: a Hypergraph Attention Model for Chemical Reaction Representation    Mohammadamin Tavakoli, Alexander Shmakov, Francesco Ceccarelli, Pierre Baldi arXiv_AI arXiv_AI  Action  Deep_Learning  Attention  Prediction  PDF
• 2022-01-02 V-LinkNet: Learning Contextual Inpainting Across Latent Space of Generative Adversarial Network    Jireh Jam, Connah Kendrick, Vincent Drouard, Kevin Walker, Moi Hoon Yap arXiv_CV arXiv_CV  Inpainting  Adversarial  Pose  Face  Deep_Learning  PDF
• 2022-01-02 On Sensitivity of Deep Learning Based Text Classification Algorithms to Practical Input Perturbations    Aamir Miyajiwala, Arnav Ladkat, Samiksha Jagadale, Raviraj Joshi arXiv_CL arXiv_CL  Bert  Text_Classification  RNN  Classification  Deep_Learning  PDF
• 2022-01-02 On the Cross-dataset Generalization for License Plate Recognition    Rayson Laroca, Everton V. Cardoso, Diego R. Lucio, Valter Estevam, David Menotti arXiv_CV arXiv_CV  Recognition  OCR  Optical_Character  Pose  Deep_Learning  PDF
• 2022-01-01 Interpretable Low-Resource Legal Decision Making    Rohan Bhambhoria, Hui Liu, Samuel Dahan, Xiaodan Zhu arXiv_AI arXiv_AI  Weakly_Supervised  Deep_Learning  PDF
• 2022-01-01 Deep Learning Applications for Lung Cancer Diagnosis: A systematic review    Hesamoddin Hosseini, Reza Monsefi, Shabnam Shadroo arXiv_CV arXiv_CV  Review  Pose  Survey  Deep_Learning  CNN  PDF
• 2022-01-01 The GatedTabTransformer. An enhanced deep learning architecture for tabular modeling    Radostin Cholakov, Todor Kolev arXiv_AI arXiv_AI  Transformer  Pose  Classification  Deep_Learning  Relation  Attention  PDF
• 2022-01-01 Self-attention Multi-view Representation Learning with Diversity-promoting Complementarity    Jian-wei Liu, Xi-hao Ding, Run-kun Lu, Xionglin Luo arXiv_CV arXiv_CV  Represenation_Learning  Pose  Deep_Learning  Attention  PDF
• 2022-01-01 Bird Species Classification And Acoustic Features Selection Based on Distributed Neural Network with Two Stage Windowing of Short-Term Features    Nahian Ibn Hasan arXiv_SD arXiv_SD  RNN  Pose  Classification  Deep_Learning  Activity  CNN  PDF
• 2022-01-01 Semantic Search for Large Scale Clinical Ontologies    Duy-Hoa Ngo, Madonna Kemp, Donna Truran, Bevan Koopman, Alejandro Metke-Jimenez arXiv_CL arXiv_CL  Bert  Pose  Ontology  Deep_Learning  Matching  PDF
• 2022-01-01 Performance Comparison of Deep Learning Architectures for Artifact Removal in Gastrointestinal Endoscopic Imaging    Taira Watanabe, Kensuke Tanioka, Satoru Hiwa, Tomoyuki Hiroyasu arXiv_CV arXiv_CV  Pose  Deep_Learning  CNN  PDF
• 2021-12-31 A Deep Learning Approach to Integrate Human-Level Understanding in a Chatbot    Afia Fairoose Abedin, Amirul Islam Al Mamun, Rownak Jahan Nowrin, Amitabha Chakrabarty, Moin Mostakim, Sudip Kumar Naskar arXiv_CL arXiv_CL  Recognition  Review  Emotion  Action  Classification  Deep_Learning  Detection  Sentiment  GAN  QA  PDF
• 2021-12-31 Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments    Abhiram Iyer, Karan Grewal, Akash Velu, Lucas Oliveira Souza, Jeremy Forest, Subutai Ahmad arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Pose  Deep_Learning  Prediction  PDF
• 2021-12-31 PCACE: A Statistical Approach to Ranking Neurons for CNN Interpretability    Sílvia Casacuberta, Esra Suel, Seth Flaxman arXiv_CV arXiv_CV  Pose  Quantitative  Deep_Learning  Relation  Attention  CNN  Prediction  PDF
• 2021-12-31 Disjoint Contrastive Regression Learning for Multi-Sourced Annotations    Xiaoqian Ruan, Gaoang Wang arXiv_CV arXiv_CV  Pose  Deep_Learning  Prediction  PDF
• 2021-12-31 Deep-learning-based upscaling method for geologic models via theory-guided convolutional neural network    Nanzhe Wang, Qinzhuo Liao, Haibin Chang, Dongxiao Zhang arXiv_AI arXiv_AI  3D  Pose  Face  Deep_Learning  Relation  CNN  PDF
• 2021-12-31 DeepVisualInsight: Time-Travelling Visualization for Spatio-Temporal Causality of Deep Classification Training    Xianglin Yang, Yun Lin, Ruofan Liu, Zhenfeng He, Chao Wang, Jin Song Dong, Hong Mei arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Prediction  PDF
• 2021-12-31 SplitBrain: Hybrid Data and Model Parallel Deep Learning    Farley Lai, Asim Kadav, Erik Kruus arXiv_CV arXiv_CV  Pose  Deep_Learning  CNN  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 Visual and Object Geo-localization: A Comprehensive Survey    Daniel Wilson, Xiaohan Zhang, Waqas Sultani, Safwan Wshah arXiv_CV arXiv_CV  Reconstruction  3D  Pose  Survey  Deep_Learning  PDF
• 2021-12-30 Utilizing Wordnets for Cognate Detection among Indian Languages    Diptesh Kanojia, Kevin Patel, Pushpak Bhattacharyya, Malhar Kulkarni, Gholamreza Haffari arXiv_CL arXiv_CL  Pose  Deep_Learning  Detection  PDF
• 2021-12-30 Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study    Jingye Chen, Haiyang Yu, Jianqi Ma, Mengnan Guan, Xixi Xu, Xiaocong Wang, Shaobo Qu, Bin Li, Xiangyang Xue arXiv_CV arXiv_CV  Handwriting  Recognition  Deep_Learning  Attention  PDF
• 2021-12-30 Deep Learning Interviews: Hundreds of fully solved job interview questions from a wide range of key topics in AI    Shlomo Kashani, Amir Ivry arXiv_AI arXiv_AI  Pose  Deep_Learning  GAN  PDF
• 2021-12-30 Brain Signals Analysis Based Deep Learning Methods: Recent advances in the study of non-invasive brain signals    Almabrok Essa, Hari Kotte arXiv_AI arXiv_AI  Deep_Learning  PDF
• 2021-12-30 A Survey of Deep Learning Techniques for Dynamic Branch Prediction    Rinu Joseph arXiv_AI arXiv_AI  Survey  Deep_Learning  Prediction  PDF
• 2021-12-29 Deep Learning meets Liveness Detection: Recent Advancements and Challenges    Arian Sabaghi, Marzieh Oghbaie, Kooshan Hashemifard, Mohammad Akbari arXiv_CV arXiv_CV  Pose  Face  Survey  Deep_Learning  Detection  Attention  PDF
• 2021-12-29 Attention-based Bidirectional LSTM for Deceptive Opinion Spam Classification    Ashish Salunkhe arXiv_CL arXiv_CL  RNN  Review  Pose  Classification  Deep_Learning  Attention  PDF
• 2021-12-29 MetaGraspNet: A Large-Scale Benchmark Dataset forVision-driven Robotic Grasping via Physics-basedMetaverse Synthesis    Yuhao Chen, E. Zhixuan Zeng, Maximilian Gilles, Alexander Wong arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Detection  Object_Detection  Autonomous  Prediction  PDF
• 2021-12-29 Implementation of Convolutional Neural Network Architecture on 3D Multiparametric Magnetic Resonance Imaging for Prostate Cancer Diagnosis    Ping-Chang Lin, Teodora Szasz, Hakizumwami B. Runesha arXiv_CV arXiv_CV  3D  Pose  Classification  Deep_Learning  GAN  Medical  CNN  PDF
• 2021-12-29 Altitude Optimization of UAV Base Stations from Satellite Images Using Deep Neural Network    Ibrahim Shoer, Bahadir K. Gunturk, Hasan F. Ates, Tuncer Baykas arXiv_RO arXiv_RO  3D  Optimization  Deep_Learning  Inference  PDF
• 2021-12-29 Neural Myerson Auction for Truthful and Energy-Efficient Autonomous Aerial Data Delivery    Haemin Lee, Sean Kwon, Soyi Jung, Joongheon Kim arXiv_AI arXiv_AI  Surveillance  Pose  Deep_Learning  Drone  Autonomous  PDF
• 2021-12-29 Two-phase training mitigates class imbalance for camera trap image classification with CNNs    Farjad Malik, Simon Wouters, Ruben Cartuyvels, Erfan Ghadery, Marie-Francine Moens arXiv_CV arXiv_CV  Classification  Deep_Learning  Image_Classification  PDF
• 2021-12-29 Semantic Feature Extraction for Generalized Zero-shot Learning    Junhan Kim, Kyuhong Shim, Byonghyo Shim arXiv_CV arXiv_CV  Zero-Shot  Pose  Action  Classification  Deep_Learning  Relation  PDF
• 2021-12-29 A Color Image Steganography Based on Frequency Sub-band Selection    Hai Su, Shan Yang, Shuqing Zhang, Songsen Yu arXiv_CV arXiv_CV  Embedding  Pose  Deep_Learning  Relation  Attention  GAN  PDF
• 2021-12-29 Invertible Image Dataset Protection    Kejiang Chen, Xianhan Zeng, Qichao Ying, Sheng Li, Zhenxing Qian, Xinpeng Zhang arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Deep_Learning  PDF
• 2021-12-28 DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification    Aleksandra Ćiprijanović, Diana Kafkes, Gregory Snyder, F. Javier Sánchez, Gabriel Nathan Perdue, Kevin Pedro, Brian Nord, Sandeep Madireddy, Stefan M. Wild arXiv_AI arXiv_AI  Adversarial  Survey  Classification  Deep_Learning  Image_Compression  PDF
• 2021-12-28 Speedup deep learning models on GPU by taking advantage of efficient unstructured pruning and bit-width reduction    Marcin Pietroń, Dominik Żurek arXiv_AI arXiv_AI  Quantization  Sparse  Deep_Learning  CNN  PDF
• 2021-12-28 Towards continual task learning in artificial neural networks: current approaches and insights from neuroscience    David McCaffary arXiv_AI arXiv_AI  Gradient_Descent  Recognition  Knowledge  Review  Deep_Learning  PDF
• 2021-12-28 Uncertainty Detection in EEG Neural Decoding Models    Tiehang Duan, Zhenyi Wang, Sheng Liu, Sargur N. Srihari, Hui Yang arXiv_AI arXiv_AI  Pose  Face  Deep_Learning  Detection  Prediction  PDF
• 2021-12-28 SECP-Net: SE-Connection Pyramid Network of Organ At Risk Segmentation for Nasopharyngeal Carcinoma    Zexi Huang (1), Lihua Guo (1), Xin Yang (2), Sijuan Huang (2) ((1) School of Electronic and Information Engineering, South China University of Technology, (2) Sun Yat-sen University Cancer Center) arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  GAN  Medical  PDF
• 2021-12-28 Relative velocity-based reward functions for crowd navigation of robots    Xiaoqing Yang, Fei Li arXiv_AI arXiv_AI  Reinforcement_Learning  RNN  Deep_Learning  PDF
• 2021-12-28 Video Reconstruction from a Single Motion Blurred Image using Learned Dynamic Phase Coding    Erez Yosef, Shay Elmalem, Raja Giryes arXiv_CV arXiv_CV  Reconstruction  Pose  Deep_Learning  CNN  PDF
• 2021-12-27 Improving Depth Estimation using Location Information    Ahmed Zaitoon, Hossam El Din Abd El Munim, Hazem Abbas arXiv_AI arXiv_AI  Self-Supervised  Deep_Learning  Autonomous  PDF
• 2021-12-27 Temporally Constrained Neural Networks : A framework for semi-supervised video semantic segmentation    Deepak Alapatt, Pietro Mascagni, Armine Vardazaryan, Alain Garcia, Nariaki Okamoto, Didier Mutter, Jacques Marescaux, Guido Costamagna, Bernard Dallemagne, Nicolas Padoy arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Sparse  Deep_Learning  Inference  PDF
• 2021-12-27 Improving Deep Image Matting Via Local Smoothness Assumption    Rui Wang, Jun Xie, Jiacheng Han, Dezhen Qi arXiv_CV arXiv_CV  Image_Matting  Pose  Deep_Learning  PDF
• 2021-12-27 Weakly Supervised Visual-Auditory Saliency Detection with Multigranularity Perception    Guotao Wang, Chenglizhao Chen, Dengping Fan, Aimin Hao, Hong Qin arXiv_CV arXiv_CV  Weakly_Supervised  Salient  Knowledge  Pose  Deep_Learning  Detection  Prediction  PDF
• 2021-12-27 Generation of Synthetic Rat Brain MRI scans with a 3D Enhanced Alpha-GAN    André Ferreira (1), Ricardo Magalhães (2), Sébastien Mériaux (2), Victor Alves (1) ((1) Centro Algoritmi, University of Minho, Braga, Portugal, (2) Université Paris-Saclay, CEA, CNRS, BAOBAB, NeuroSpin, Gif-sur-Yvette, France) arXiv_CV arXiv_CV  Segmentation  3D  Adversarial  Pose  Quantitative  Deep_Learning  GAN  PDF
• 2021-12-27 Multimodal Image Synthesis and Editing: A Survey    Fangneng Zhan, Yingchen Yu, Rongliang Wu, Jiahui Zhang, Shijian Lu arXiv_CV arXiv_CV  Transformer  Adversarial  Survey  Action  Deep_Learning  GAN  PDF
• 2021-12-27 Vegetation Stratum Occupancy Prediction from Airborne LiDAR 3D Point Clouds    Ekaterina Kalinicheva, Loic Landrieu, Clément Mallet, Nesrine Chehata arXiv_CV arXiv_CV  Point_Cloud  3D  Pose  Deep_Learning  Prediction  PDF
• 2021-12-27 DAM-AL: Dilated Attention Mechanism with Attention Loss for 3D Infant Brain Image Segmentation    Dinh-Hieu Hoang, Gia-Han Diep, Minh-Triet Tran, Ngan T.H Le arXiv_CV arXiv_CV  Segmentation  3D  Pose  Deep_Learning  Attention  PDF
• 2021-12-27 MHATC: Autism Spectrum Disorder identification utilizing multi-head attention encoder along with temporal consolidation modules    Ranjeet Ranjan Jha, Abhishek Bhardwaj, Devin Garg, Arnav Bhavsar, Aditya Nigam arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Attention  PDF
• 2021-12-27 Classification of Histopathology Images of Lung Cancer Using Convolutional Neural Network    Neha Baranwal, Preethi Doravari, Renu Kachhoria arXiv_CV arXiv_CV  Action  Classification  Deep_Learning  Detection  GAN  CNN  PDF
• 2021-12-27 Learning Robust and Lightweight Model through Separable Structured Transformations    Yanhui Huang, Yangyu Xu, Xian Wei arXiv_CV arXiv_CV  Transformer  Adversarial  Pose  Deep_Learning  CNN  PDF
• 2021-12-27 Adversarial Attack for Asynchronous Event-based Data    Wooju Lee, Hyun Myung arXiv_AI arXiv_AI  Point_Cloud  3D  Adversarial  Deep_Learning  Autonomous  PDF
• 2021-12-27 MSHT: Multi-stage Hybrid Transformer for the ROSE Image Analysis of Pancreatic Cancer    Tianyi Zhang, Yunlu Feng, Yu Zhao, Guangda Fan, Aiming Yang, Shangqin Lyu, Peng Zhang, Fan Song, Chenbin Ma, Yangyang Sun, Youdan Feng, Guanglei Zhang arXiv_CV arXiv_CV  Transformer  Pose  Classification  Deep_Learning  Attention  CNN  PDF
• 2021-12-27 Event-based clinical findings extraction from radiology reports with pre-trained language model    Wilson Lau, Kevin Lybarger, Martin L. Gunn, Meliha Yetisgen arXiv_CL arXiv_CL  Bert  Action  Deep_Learning  Relation  Relation_Extraction  Medical  Language_Model  Prediction  PDF
• 2021-12-27 A Compact Neural Network-based Algorithm for Robust Image Watermarking    Hong-Bo Xu, Rong Wang, Jia Wei, Shao-Ping Lu arXiv_CV arXiv_CV  Embedding  Pose  Action  Deep_Learning  Image_Compression  PDF
• 2021-12-26 Acoustic scene classification using auditory datasets    Jayesh Kumpawat, Shubhajit Dey arXiv_SD arXiv_SD  Scene_Classification  Classification  Deep_Learning  PDF
• 2021-12-26 Sinogram upsampling using Primal-Dual UNet for undersampled CT and radial MRI reconstruction    Philipp Ernst, Soumick Chatterjee, Georg Rose, Oliver Speck, Andreas Nürnberger arXiv_CV arXiv_CV  Reconstruction  Sparse  Pose  Deep_Learning  PDF
• 2021-12-26 Recent Trends in Artificial Intelligence-inspired Electronic Thermal Management    Aviral Chharia, Nishi Mehta, Shivam Gupta, Shivam Prajapati arXiv_AI arXiv_AI  Face  Deep_Learning  Attention  PDF
• 2021-12-26 An Interdisciplinary Approach for the Automated Detection and Visualization of Media Bias in News Articles    Timo Spinde arXiv_CL arXiv_CL  Bert  Deep_Learning  Detection  PDF
• 2021-12-26 AlertTrap: A study on object detection in remote insects trap monitoring system using on-the-edge deep learning platform    An D. Le, Duy A. Pham, Dong T. Pham, Hien B. Vo arXiv_CV arXiv_CV  Deep_Learning  Detection  Object_Detection  PDF
• 2021-12-26 Continuous Offline Handwriting Recognition using Deep Learning Models    Jorge Sueiras arXiv_CV arXiv_CV  Handwriting  Recognition  Pose  Deep_Learning  CNN  PDF
• 2021-12-26 Unsupervised Clustering Active Learning for Person Re-identification    Wenjing Gao, Minxian Li arXiv_AI arXiv_AI  Person_Re-identification  Unsupervised  Represenation_Learning  Pose  Deep_Learning  Re-identification  PDF
• 2021-12-25 Artifact Reduction in Fundus Imaging using Cycle Consistent Adversarial Neural Networks    Sai Koushik S S, K.G. Srinivasa arXiv_CV arXiv_CV  Adversarial  Deep_Learning  GAN  PDF
• 2021-12-25 An Ensemble of Pre-trained Transformer Models For Imbalanced Multiclass Malware Classification    Ferhat Demirkıran, Aykut Çayır, Uğur Ünal, Hasan Dağ arXiv_AI arXiv_AI  Transformer  Embedding  Bert  RNN  Pose  Classification  Deep_Learning  Relation  Attention  PDF
• 2021-12-25 NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification    Haibin Zheng, Zhiqing Chen, Tianyu Du, Xuhong Zhang, Yao Cheng, Shouling Ji, Jingyi Wang, Yue Yu, Jinyin Chen arXiv_AI arXiv_AI  Pose  Quantitative  Deep_Learning  PDF
• 2021-12-25 DSRGAN: Detail Prior-Assisted Perceptual Single Image Super-Resolution via Generative Adversarial Networks    Ziyang Liu, Zhengguo Li, Xingming Wu, Zhong Liu, Weihai Chen arXiv_CV arXiv_CV  Enhancement  Super_Resolution  Restoration  Knowledge  Adversarial  Pose  Action  Deep_Learning  GAN  PDF
• 2021-12-25 Cyberattack Detection in Large-Scale Smart Grids using Chebyshev Graph Convolutional Networks    Osman Boyaci, Mohammad Rasoul Narimani, Katherine Davis, Erchin Serpedin arXiv_AI arXiv_AI  Pose  Deep_Learning  Detection  Relation  Object_Detection  CNN  PDF
• 2021-12-25 Semantic Clustering based Deduction Learning for Image Recognition and Classification    Wenchi Ma, Xuemin Tu, Bo Luo, Guanghui Wang arXiv_CV arXiv_CV  Recognition  Pose  Classification  Deep_Learning  Relation  PDF
• 2021-12-24 Enabling Real-time On-chip Audio Super Resolution for Bone Conduction Microphones    Yuang Li, Yuntao Wang, Xin Liu, Yuanchun Shi, Shao-fu Shih arXiv_SD arXiv_SD  Super_Resolution  Speech  Pose  Deep_Learning  Inference  PDF
• 2021-12-24 NIP: Neuron-level Inverse Perturbation Against Adversarial Attacks    Ruoxi Chen, Haibo Jin, Jinyin Chen, Haibin Zheng, Yue Yu, Shouling Ji arXiv_AI arXiv_AI  Adversarial  Pose  Classification  Deep_Learning  Attention  PDF
• 2021-12-24 Raw Produce Quality Detection with Shifted Window Self-Attention    Oh Joon Kwon, Byungsoo Kim, Youngduck Choi arXiv_CV arXiv_CV  Transformer  Knowledge  Deep_Learning  Detection  Attention  CNN  PDF
• 2021-12-24 iSeg3D: An Interactive 3D Shape Segmentation Tool    Sucheng Qian, Liu Liu, Wenqiang Xu, Cewu Lu arXiv_CV arXiv_CV  Segmentation  3D  Knowledge  Self-Supervised  Pose  Action  Deep_Learning  PDF
• 2021-12-24 DeepGANTT: A Scalable Deep Learning Scheduler for Backscatter Networks    Daniel F. Perez-Ramirez, Carlos Perez-Penichet, Nicolas Tsiftes, Thiemo Voigt, Dejan Kostic, Magnus Boman arXiv_AI arXiv_AI  Optimization  Deep_Learning  GAN  PDF
• 2021-12-24 nvBench: A Large-Scale Synthesized Dataset for Cross-Domain Natural Language to Visualization Task    Yuyu Luo, Jiawei Tang, Guoliang Li arXiv_AI arXiv_AI  Deep_Learning  Attention  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 Multi-Camera Sensor Fusion for Visual Odometry using Deep Uncertainty Estimation    Nimet Kaygusuz, Oscar Mendez, Richard Bowden arXiv_CV arXiv_CV  RNN  Pose  Deep_Learning  Autonomous  PDF
• 2021-12-23 MDN-VO: Estimating Visual Odometry with Confidence    Nimet Kaygusuz, Oscar Mendez, Richard Bowden arXiv_CV arXiv_CV  Unsupervised  RNN  Pose  Quantitative  Deep_Learning  Autonomous  Matching  PDF
• 2021-12-23 Toward a New Science of Common Sense    Ronald J. Brachman (Jacobs Technion-Cornell Institute and Cornell University), Hector J. Levesque (University of Toronto) arXiv_AI arXiv_AI  Knowledge  Deep_Learning  PDF
• 2021-12-23 AI-based Reconstruction for Fast MRI -- A Systematic Review and Meta-analysis    Yutong Chen, Carola-Bibiane Schönlieb, Pietro Liò, Tim Leiner, Pier Luigi Dragotti, Ge Wang, Daniel Rueckert, David Firmin, Guang Yang arXiv_CV arXiv_CV  Reconstruction  Review  Classification  Deep_Learning  PDF
• 2021-12-23 InDuDoNet+: A Model-Driven Interpretable Dual Domain Network for Metal Artifact Reduction in CT Images    Hong Wang, Yuexiang Li, Haimiao Zhang, Deyu Meng, Yefeng Zheng arXiv_CV arXiv_CV  Reconstruction  Optimization  Pose  Deep_Learning  PDF
• 2021-12-23 PandaSet: Advanced Sensor Suite Dataset for Autonomous Driving    Pengchuan Xiao, Zhenlei Shao, Steven Hao, Zishuo Zhang, Xiaolin Chai, Judy Jiao, Zesong Li, Jian Wu, Kai Sun, Kun Jiang, Yunlong Wang, Diange Yang arXiv_RO arXiv_RO  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Classification  Deep_Learning  Detection  Object_Detection  Autonomous  PDF
• 2021-12-23 Predic{c}~ao da Idade Cerebral a partir de Imagens de Resson^ancia Magn'etica utilizando Redes Neurais Convolucionais    Victor H. R. Oliveira, Augusto Antunes, Alexandre S. Soares, Arthur D. Reys, Robson Z. Júnior, Saulo D. S. Pedro, Danilo Silva arXiv_CV arXiv_CV  3D  Deep_Learning  CNN  Prediction  PDF
• 2021-12-23 Data-efficient learning for 3D mirror symmetry detection    Yancong Lin, Silvia-Laura Pintea, Jan van Gemert arXiv_CV arXiv_CV  3D  Deep_Learning  Detection  Relation  Inference  PDF
• 2021-12-23 On the relationship between calibrated predictors and unbiased volume estimation    Teodora Popordanoska, Jeroen Bertels, Dirk Vandermeulen, Frederik Maes, Matthew B. Blaschko arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Relation  Medical  Prediction  PDF
• 2021-12-23 FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition    Chih-Ting Liu, Chien-Yi Wang, Shao-Yi Chien, Shang-Hong Lai arXiv_CV arXiv_CV  Recognition  Optimization  Knowledge  Pose  Face  Deep_Learning  Face_Recognition  PDF
• 2021-12-23 Adaptive Modeling Against Adversarial Attacks    Zhiwen Yan, Teck Khim Ng arXiv_CV arXiv_CV  Adversarial  Deep_Learning  Inference  PDF
• 2021-12-23 InstaIndoor and Multi-modal Deep Learning for Indoor Scene Recognition    Andreea Glavan, Estefania Talavera arXiv_CV arXiv_CV  Recognition  Speech  Pose  Classification  Deep_Learning  PDF
• 2021-12-23 KFWC: A Knowledge-Driven Deep Learning Model for Fine-grained Classification of Wet-AMD    Haihong E, Jiawen He, Tianyi Hu, Lifei Wang, Lifei Yuan, Ruru Zhang, Meina Song arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Deep_Learning  PDF
• 2021-12-23 DILF-EN framework for Class-Incremental Learning    Mohammed Asad Karim, Indu Joshi, Pratik Mazumder, Pravendra Singh arXiv_CV arXiv_CV  Pose  Deep_Learning  Prediction  PDF
• 2021-12-23 Learning Hierarchical Attention for Weakly-supervised Chest X-Ray Abnormality Localization and Diagnosis    Xi Ouyang, Srikrishna Karanam, Ziyan Wu, Terrence Chen, Jiayu Huo, Xiang Sean Zhou, Qian Wang, Jie-Zhi Cheng arXiv_CV arXiv_CV  Weakly_Supervised  Pose  Classification  Deep_Learning  Attention  Medical  PDF
• 2021-12-23 Revisiting Transformation Invariant Geometric Deep Learning: Are Initial Representations All You Need?    Ziwei Zhang, Xin Wang, Zeyang Zhang, Peng Cui, Wenwu Zhu arXiv_CV arXiv_CV  Point_Cloud  Optimization  Pose  Deep_Learning  PDF
• 2021-12-22 Algorithmic Probability of Large Datasets and the Simplicity Bubble Problem in Machine Learning    Felipe S. Abrahão, Hector Zenil, Fabio Porto, Klaus Wehmuth arXiv_AI arXiv_AI  Pose  Deep_Learning  Prediction  PDF
• 2021-12-22 Leveraging Synthetic Data in Object Detection on Unmanned Aerial Vehicles    Benjamin Kiefer, David Ott, Andreas Zell arXiv_CV arXiv_CV  Action  Deep_Learning  Detection  Object_Detection  PDF
• 2021-12-22 MC-DGCNN: A Novel DNN Architecture for Multi-Category Point Set Classification    Majid Farhadloo, Carl Molnar, Gaoxiang Luo, Yan Li, Shashi Shekhar, Rachel L. Maus, Svetomir N. Markovic, Raymond Moore, Alexey Leontovich arXiv_CV arXiv_CV  Represenation_Learning  Pose  Action  Classification  Deep_Learning  Relation  Attention  CNN  PDF
• 2021-12-22 Improved 2D Keypoint Detection in Out-of-Balance and Fall Situations -- combining input rotations and a kinematic model    Michael Zwölfer, Dieter Heinrich, Kurt Schindelwig, Bastian Wandt, Helge Rhodin, Joerg Spoerri, Werner Nachbauer arXiv_CV arXiv_CV  Pose_Estimation  Pose  Deep_Learning  Detection  PDF
• 2021-12-22 Improved skin lesion recognition by a Self-Supervised Curricular Deep Learning approach    Kirill Sirotkin (1), Marcos Escudero Viñolo (1), Pablo Carballeira (1), Juan Carlos SanMiguel (1) ((1) Universidad Autónoma de Madrid, Escuela Politécnica Superior, Spain) arXiv_CV arXiv_CV  Recognition  Self-Supervised  Classification  Deep_Learning  Attention  PDF
• 2021-12-22 Automatic Estimation of Anthropometric Human Body Measurements    Dana Škorvánková, Adam Riečický, Martin Madaras arXiv_CV arXiv_CV  Point_Cloud  3D  Deep_Learning  Attention  PDF
• 2021-12-22 Meta-Learning and Self-Supervised Pretraining for Real World Image Translation    Ileana Rugina, Rumen Dangovski, Mark Veillette, Pooya Khorrami, Brian Cheung, Olga Simek, Marin Soljačić arXiv_CV arXiv_CV  Reinforcement_Learning  Self-Supervised  Deep_Learning  Few-Shot  PDF
• 2021-12-22 Deep learning for brain metastasis detection and segmentation in longitudinal MRI data    Yixing Huang, Christoph Bert, Philipp Sommer, Benjamin Frey, Udo Gaipl, Luitpold V. Distel, Thomas Weissmann, Michael Uder, Manuel A. Schmidt, Arnd Dörfler, Andrreas Maier, Rainer Fietkau, Florian Putz arXiv_CV arXiv_CV  Segmentation  Review  Pose  Deep_Learning  Detection  PDF
• 2021-12-22 Binary Image Skeletonization Using 2-Stage U-Net    Mohamed A. Ghanem, Alaa A. Anani arXiv_CV arXiv_CV  Pose  Deep_Learning  Detection  Relation  Attention  Activity  PDF
• 2021-12-22 Neuroevolution deep learning architecture search for estimation of river surface elevation from photogrammetric Digital Surface Models    Radosław Szostak, Marcin Pietroń, Mirosław Zimnoch, Przemysław Wachniew, Paweł Ćwiąkała, Edyta Puniach arXiv_CV arXiv_CV  NAS  Knowledge  Pose  Face  Deep_Learning  PDF
• 2021-12-22 The Importance of the Current Input in Sequence Modeling    Christian Oliva, Luis F. Lago-Fernández arXiv_CL arXiv_CL  RNN  Deep_Learning  Language_Model  Prediction  PDF
• 2021-12-22 A Survey of Natural Language Generation    Chenhe Dong, Yinghui Li, Haifan Gong, Miaoxin Chen, Junxin Li, Ying Shen, Min Yang arXiv_AI arXiv_AI  Review  Survey  Deep_Learning  Relation  Attention  Text_Generation  PDF
• 2021-12-22 High-Accuracy RGB-D Face Recognition via Segmentation-Aware Face Depth Estimation and Mask-Guided Attention Network    Meng-Tzu Chiu, Hsun-Ying Cheng, Chien-Yi Wang, Shang-Hong Lai arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  3D  Pose  Face  Deep_Learning  Face_Recognition  Attention  PDF
• 2021-12-21 Deep Learning Based 3D Point Cloud Regression for Estimating Forest Biomass    Stefan Oehmcke, Lei Li, Jaime Revenga, Thomas Nord-Larsen, Katerina Trepekli, Fabian Gieseke, Christian Igel arXiv_CV arXiv_CV  Point_Cloud  3D  Knowledge  Deep_Learning  CNN  PDF
• 2021-12-21 PrimSeq: a deep learning-based pipeline to quantitate rehabilitation training    Avinash Parnandi, Aakash Kaku, Anita Venkatesan, Natasha Pandit, Audre Wirtanen, Haresh Rajamohan, Kannan Venkataramanan, Dawn Nilsen, Carlos Fernandez-Granda, Heidi Schambra arXiv_CV arXiv_CV  Pose  Action  Quantitative  Deep_Learning  PDF
• 2021-12-21 Multispectral image fusion by super pixel statistics    Nati Ofir arXiv_CV arXiv_CV  Pose  Deep_Learning  PDF
• 2021-12-21 Improving Robustness with Image Filtering    Matteo Terzi, Mattia Carletti, Gian Antonio Susto arXiv_CV arXiv_CV  Adversarial  Pose  Deep_Learning  Relation  PDF
• 2021-12-21 AutoCTS: Automated Correlated Time Series Forecasting -- Extended Version    Xinle Wu, Dalin Zhang, Chenjuan Guo, Chaoyang He, Bin Yang, Christian S. Jensen arXiv_AI arXiv_AI  Pose  Deep_Learning  Relation  PDF
• 2021-12-21 An Inference Approach To Question Answering Over Knowledge Graphs    Aayushee Gupta, K.M. Annervaz, Ambedkar Dukkipati, Shubhashis Sengupta arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Pose  Deep_Learning  Inference  QA  PDF
• 2021-12-21 Mapping industrial poultry operations at scale with deep learning and aerial imagery    Caleb Robinson, Ben Chugg, Brandon Anderson, Juan M. Lavista Ferres, Daniel E. Ho arXiv_CV arXiv_CV  Pose  Deep_Learning  CNN  Prediction  PDF
• 2021-12-21 Task-Oriented Image Transmission for Scene Classification in Unmanned Aerial Systems    Xu Kang, Bin Song, Jie Guo, Zhijin Qin, F. Richard Yu arXiv_CV arXiv_CV  Reinforcement_Learning  Scene_Classification  Pose  Classification  Deep_Learning  PDF
• 2021-12-20 Load-balanced Gather-scatter Patterns for Sparse Deep Neural Networks    Fei Sun, Minghai Qin, Tianyun Zhang, Xiaolong Ma, Haoran Li, Junwen Luo, Zihao Zhao, Yen-Kuang Chen, Yuan Xie arXiv_AI arXiv_AI  Recognition  Sparse  Speech  Pose  NMT  Deep_Learning  Speech_Recognition  Inference  PDF
• 2021-12-20 HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet    Cheng Peng, Andriy Myronenko, Ali Hatamizadeh, Vish Nath, Md Mahfuzur Rahman Siddiquee, Yufan He, Daguang Xu, Rama Chellappa, Dong Yang arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  3D  Optimization  Deep_Learning  GAN  Medical  PDF
• 2021-12-20 Self-attention Presents Low-dimensional Knowledge Graph Embeddings for Link Prediction    Peyman Baghershahi, Reshad Hosseini, Hadi Moradi arXiv_AI arXiv_AI  Transformer  Embedding  Knowledge  Knowledge_Graph  Pose  Deep_Learning  Relation  Attention  Prediction  PDF
• 2021-12-20 Latte: Cross-framework Python Package for Evaluation of Latent-Based Generative Models    Karn N. Watcharasupat, Junyoung Lee, Alexander Lerch arXiv_AI arXiv_AI  Deep_Learning  PDF
• 2021-12-20 Unsupervised deep learning techniques for powdery mildew recognition based on multispectral imaging    Alessandro Benfenati, Paola Causin, Roberto Oberti, Giovanni Stefanello arXiv_AI arXiv_AI  Unsupervised  Recognition  Pose  Quantitative  Deep_Learning  Detection  Prediction  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
• 2021-12-20 Hateful Memes Challenge: An Enhanced Multimodal Framework    Aijing Gao, Bingjun Wang, Jiaqi Yin, Yating Tian arXiv_AI arXiv_AI  Bert  Speech  Pose  Face  Action  Deep_Learning  Detection  PDF
• 2021-12-20 English-to-Chinese Transliteration with Phonetic Back-transliteration    Shi Cheng, Zhuofei Ding, Songpeng Yan arXiv_CL arXiv_CL  Pose  Deep_Learning  PDF
• 2021-12-20 Skin lesion segmentation and classification using deep learning and handcrafted features    Redha Ali, Hussin K. Ragb arXiv_CV arXiv_CV  Segmentation  Review  Classification  Deep_Learning  CNN  PDF
• 2021-12-20 Driver Drowsiness Detection Using Ensemble Convolutional Neural Networks on YawDD    Rais Mohammad Salman, Mahbubur Rashid, Rupal Roy, Md Manjurul Ahsan, Zahed Siddique arXiv_CV arXiv_CV  Pose  Deep_Learning  Detection  CNN  PDF
• 2021-12-19 Wiener Guided DIP for Unsupervised Blind Image Deconvolution    Gustav Bredell, Ertunc Erdil, Bruno Weber, Ender Konukoglu arXiv_CV arXiv_CV  Unsupervised  Optimization  Pose  Deep_Learning  PDF
• 2021-12-19 Task-Oriented Multi-User Semantic Communications    Huiqiang Xie, Zhijin Qin, Xiaoming Tao, Khaled B. Letaief arXiv_CV arXiv_CV  Transformer  Embedding  Image_Retrieval  Pose  Deep_Learning  VQA  QA  PDF
• 2021-12-19 A Deep Learning Based Workflow for Detection of Lung Nodules With Chest Radiograph    Yang Tai arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Detection  Medical  PDF
• 2021-12-19 QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation -- Analysis of Ranking Metrics and Benchmarking Results    Raghav Mehta, Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen, Katrin Dätwyler, Raphael Meier, Piotr Radojewski, Gowtham Krishnan Murugesan, Sahil Nalawade, Chandan Ganesh, Ben Wagner, Fang F. Yu, Baowei Fei, Ananth J. Madhuranthakam, Joseph A. Maldjian, Laura Daza, Catalina Gómez, Pablo Arbeláez, Chengliang Dai, Shuo Wang, Hadrien Raynaud, Yuanhan Mo, Elsa Angelini, Yike Guo, Wenjia Bai, Subhashis Banerjee, Linmin Pei, Murat AK, Sarahi Rosas-González, Illyess Zemmoura, Clovis Tauber, Minh H. Vu, Tufve Nyholm, Tommy Löfstedt, Laura Mora Ballestar, Veronica Vilaplana, Hugh McHugh, Gonzalo Maso Talou, Alan Wang, Jay Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Elizabeth R. Gerstner, et al. (42 additional authors not shown) arXiv_CV arXiv_CV  Segmentation  Review  Deep_Learning  Medical  Prediction  PDF
• 2021-12-18 Cross-Domain Federated Learning in Medical Imaging    Vishwa S Parekh, Shuhao Lai, Vladimir Braverman, Jeff Leal, Steven Rowe, Jay J Pillai, Michael A Jacobs arXiv_AI arXiv_AI  Segmentation  Deep_Learning  Detection  Object_Detection  GAN  Medical  PDF
• 2021-12-18 3D Structural Analysis of the Optic Nerve Head to Robustly Discriminate Between Papilledema and Optic Disc Drusen    Michaël J.A. Girard, Satish K. Panda, Tin Aung Tun, Elisabeth A. Wibroe, Raymond P. Najjar, Aung Tin, Alexandre H. Thiéry, Steffen Hamann, Clare Fraser, Dan Milea arXiv_CV arXiv_CV  Segmentation  3D  Pose  Classification  Deep_Learning  Detection  PDF
• 2021-12-18 Syntactic-GCN Bert based Chinese Event Extraction    Jiangwei Liu, Jingshu Zhang, Xiaohong Huang, Liangyu Min arXiv_AI arXiv_AI  Embedding  Bert  Speech  Pose  Action  Deep_Learning  CNN  Matching  PDF
• 2021-12-18 Does Explainable Machine Learning Uncover the Black Box in Vision Applications?    Manish Narwaria arXiv_CV arXiv_CV  Segmentation  Tracking  Super_Resolution  Object_Tracking  Deep_Learning  Detection  Object_Detection  Attention  PDF
• 2021-12-17 Exploring the Impact of Virtualization on the Usability of the Deep Learning Applications    Davood G. Samani, Mohsen Amini Salehi arXiv_AI arXiv_AI  Deep_Learning  Inference  PDF
• 2021-12-17 Learned Half-Quadratic Splitting Network for Magnetic Resonance Image Reconstruction    Bingyu Xin, Timothy S. Phan, Leon Axel, Dimitris N. Metaxas arXiv_CV arXiv_CV  Reconstruction  Pose  Quantitative  Deep_Learning  PDF
• 2021-12-17 Neurashed: A Phenomenological Model for Imitating Deep Learning Training    Weijie J. Su arXiv_CV arXiv_CV  Regularization  Deep_Learning  PDF
• 2021-12-17 Deep Learning for Spatiotemporal Modeling of Urbanization    Tang Li, Jing Gao, Xi Peng arXiv_AI arXiv_AI  Deep_Learning  Prediction  PDF
• 2021-12-17 FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI    Leonie Henschel, David Kügler, Martin Reuter arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  PDF
• 2021-12-17 Video-Based Reconstruction of the Trajectories Performed by Skiers    Matteo Dunnhofer, Alberto Zurini, Maurizio Dunnhofer, Christian Micheloni arXiv_CV arXiv_CV  Reconstruction  Pose  Face  Deep_Learning  Activity  PDF
• 2021-12-17 Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation    Krishna Chaitanya, Ertunc Erdil, Neerav Karani, Ender Konukoglu arXiv_AI arXiv_AI  Segmentation  Self-Supervised  Pose  Classification  Deep_Learning  Medical  Prediction  PDF
• 2021-12-17 Towards Deep Learning-based 6D Bin Pose Estimation in 3D Scans    Lukáš Gajdošech, Viktor Kocur, Martin Stuchlík, Lukáš Hudec, Martin Madaras arXiv_CV arXiv_CV  3D  Pose_Estimation  Pose  Deep_Learning  PDF
• 2021-12-17 Global explainability in aligned image modalities    Justin Engelmann, Amos Storkey, Miguel O. Bernabeu arXiv_AI arXiv_AI  Restoration  Knowledge  Pose  Quantitative  Deep_Learning  Medical  Prediction  PDF
• 2021-12-17 An ensemble deep learning technique for detecting suicidal ideation from posts in social media platforms    Shini Renjith, Annie Abraham, Surya B.Jyothi, Lekshmi Chandran, Jincy Thomson arXiv_CL arXiv_CL  RNN  Pose  Emotion  Action  Classification  Deep_Learning  Detection  Attention  PDF
• 2021-12-17 Super-resolution reconstruction of cytoskeleton image based on A-net deep learning network    Qian Chen, Haoxin Bai, Bingchen Che, Tianyun Zhao, Ce Zhang, Kaige Wang, Jintao Bai, Wei Zhao arXiv_CV arXiv_CV  Reconstruction  Super_Resolution  Pose  Deep_Learning  GAN  PDF
• 2021-12-17 NFTGAN: Non-Fungible Token Art Generation Using Generative Adversatial Networks    Sakib Shahriar, Kadhim Hayawi arXiv_AI arXiv_AI  Adversarial  Deep_Learning  GAN  PDF
• 2021-12-17 Pixel Distillation: A New Knowledge Distillation Scheme for Low-Resolution Image Recognition    Guangyu Guo, Longfei Han, Junwei Han, Dingwen Zhang arXiv_CV arXiv_CV  Recognition  Super_Resolution  Knowledge  Pose  Deep_Learning  Inference  PDF
• 2021-12-17 Towards Launching AI Algorithms for Cellular Pathology into Clinical & Pharmaceutical Orbits    Amina Asif, Kashif Rajpoot, David Snead, Fayyaz Minhas, Nasir Rajpoot arXiv_CV arXiv_CV  Face  Deep_Learning  PDF
• 2021-12-17 Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-stage Span Labeling    Duc-Vu Nguyen, Linh-Bao Vo, Ngoc-Linh Tran, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen arXiv_CL arXiv_CL  Segmentation  Bert  Speech  Pose  Deep_Learning  PDF
• 2021-12-17 Can uncertainty boost the reliability of AI-based diagnostic methods in digital pathology?    Milda Pocevičiūtė, Gabriel Eilertsen, Sofia Jarkman, Claes Lundström arXiv_AI arXiv_AI  Classification  Deep_Learning  Medical  Prediction  PDF
• 2021-12-17 Discretization and Re-synthesis: an alternative method to solve the Cocktail Party Problem    Jing Shi, Xuankai Chang, Tomoki Hayashi, Yen-Ju Lu, Shinji Watanabe, Bo Xu arXiv_SD arXiv_SD  Enhancement  Recognition  Speech  Pose  Classification  Deep_Learning  Prediction  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 An Audio-Visual Dataset and Deep Learning Frameworks for Crowded Scene Classification    Lam Pham, Dat Ngo, Phu X. Nguyen, Truong Hoang, Alexander Schindler arXiv_CV arXiv_CV  Scene_Classification  Pose  Classification  Deep_Learning  PDF
• 2021-12-16 Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid Segmentation    Manuel García-Domínguez, César Domínguez, Jónathan Heras, Eloy Mata, Vico Pascual arXiv_CV arXiv_CV  Segmentation  Style_Transfer  Deep_Learning  GAN  Medical  PDF
• 2021-12-16 Quality monitoring of federated Covid-19 lesion segmentation    Camila Gonzalez, Christian Harder, Amin Ranem, Ricarda Fischbach, Isabel Kaltenborn, Armin Dadras, Andreas Bucher, Anirban Mukhopadhyay arXiv_CV arXiv_CV  Segmentation  Deep_Learning  PDF
• 2021-12-16 End-to-End Multi-Task Deep Learning and Model Based Control Algorithm for Autonomous Driving    Der-Hau Lee, Jinn-Liang Liu arXiv_RO arXiv_RO  Segmentation  Semantic_Segmentation  Pose  Quantitative  Classification  Deep_Learning  Autonomous  Prediction  PDF
• 2021-12-16 Stable Long-Term Recurrent Video Super-Resolution    Benjamin Naoto Chiche, Arnaud Woiselle, Joana Frontera-Pons, Jean-Luc Starck arXiv_CV arXiv_CV  Surveillance  Super_Resolution  Knowledge  Pose  Deep_Learning  PDF
• 2021-12-16 Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning    Nassim Bouteldja, Barbara Mara Klinkhammer, Tarek Schlaich, Peter Boor, Dorit Merhof arXiv_CV arXiv_CV  Reconstruction  Segmentation  Unsupervised  Optimization  Self-Supervised  Pose  Deep_Learning  GAN  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
• 2021-12-16 DProST: 6-DoF Object Pose Estimation Using Space Carving and Dynamic Projective Spatial Transformer    Jaewoo Park, Nam Ik Cho arXiv_CV arXiv_CV  Transformer  3D  Pose_Estimation  Pose  Deep_Learning  PDF
• 2021-12-16 Learning Interpretable Models Through Multi-Objective Neural Architecture Search    Zachariah Carmichael, Tim Moon, Sam Ade Jacobs arXiv_AI arXiv_AI  NAS  Optimization  Pose  Classification  Deep_Learning  Image_Classification  PDF
• 2021-12-16 A comparative study of paired versus unpaired deep learning methods for physically enhancing digital rock image resolution    Yufu Niu, Samuel J. Jackson, Naif Alqahtani, Peyman Mostaghimi, Ryan T. Armstrong arXiv_CV arXiv_CV  Enhancement  Super_Resolution  Adversarial  Image_Enhancement  Face  Quantitative  Deep_Learning  GAN  CNN  PDF
• 2021-12-16 FIgLib & SmokeyNet: Dataset and Deep Learning Model for Real-Time Wildland Fire Smoke Detection    Anshuman Dewangan, Yash Pande, Hans-Werner Braun, Frank Vernon, Ismael Perez, Ilkay Atlintas, Gary Cottrell, Mai H. Nguyen arXiv_CV arXiv_CV  Deep_Learning  Detection  PDF
• 2021-12-16 A Deep Learning Approach for Ontology Enrichment from Unstructured Text    Lalit Mohan Sanagavarapu, Vivek Iyer, Raghu Reddy arXiv_CL arXiv_CL  RNN  Knowledge  Pose  Ontology  Face  Action  Deep_Learning  Detection  PDF
• 2021-12-15 Rethinking Nearest Neighbors for Visual Classification    Menglin Jia, Bor-Chun Chen, Zuxuan Wu, Claire Cardie, Serge Belongie, Ser-Nam Lim arXiv_CV arXiv_CV  Self-Supervised  Classification  Deep_Learning  PDF
• 2021-12-15 Positional Encoding Augmented GAN for the Assessment of Wind Flow for Pedestrian Comfort in Urban Areas    Henrik Høiness, Kristoffer Gjerde, Luca Oggiano, Knut Erik Teigen Giljarhus, Massimiliano Ruocco arXiv_AI arXiv_AI  3D  Adversarial  Action  Quantitative  Deep_Learning  Attention  GAN  PDF
• 2021-12-15 Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations    Sein Minn, Jill-Jenn Vie, Koh Takeuchi, Hisashi Kashima, Feida Zhu arXiv_AI arXiv_AI  Knowledge  Deep_Learning  Relation  Prediction  PDF
• 2021-12-15 Detecting Object States vs Detecting Objects: A New Dataset and a Quantitative Experimental Study    Filippos Gouidis, Theodoris Patkos, Antonis Argyros, Dimitris Plexousakis arXiv_CV arXiv_CV  Recognition  Action_Recognition  Action  Quantitative  Deep_Learning  Detection  Object_Detection  PDF
• 2021-12-15 RA V-Net: Deep learning network for automated liver segmentation    Zhiqi Lee, Sumin Qi, Chongchong Fan, Ziwei Xie arXiv_CV arXiv_CV  Segmentation  RNN  Pose  Action  Deep_Learning  Detection  Attention  Medical  PDF
• 2021-12-15 EEG-Transformer: Self-attention from Transformer Architecture for Decoding EEG of Imagined Speech    Young-Eun Lee, Seo-Hyun Lee arXiv_SD arXiv_SD  Transformer  RNN  Speech  Pose  Classification  Deep_Learning  Attention  CNN  PDF
• 2021-12-15 Assisted Text Annotation Using Active Learning to Achieve High Quality with Little Effort    Franziska Weeber, Felix Hamborg, Karsten Donnay, Bela Gipp arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Language_Model  PDF
• 2021-12-15 Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions    Wenyu Liu, Gaofeng Ren, Runsheng Yu, Shi Guo, Jianke Zhu, Lei Zhang arXiv_CV arXiv_CV  Enhancement  Weakly_Supervised  Pose  Image_Enhancement  Deep_Learning  Detection  Object_Detection  CNN  PDF
• 2021-12-15 Depth Refinement for Improved Stereo Reconstruction    Amit Bracha, Noam Rotstein, David Bensaïd, Ron Slossberg, Ron Kimmel arXiv_CV arXiv_CV  Reconstruction  3D  Pose  Deep_Learning  Relation  Autonomous  Matching  PDF
• 2021-12-15 Optimal Latent Space Forecasting for Large Collections of Short Time Series Using Temporal Matrix Factorization    Himanshi Charotia, Abhishek Garg, Gaurav Dhama, Naman Maheshwari arXiv_AI arXiv_AI  Pose  Deep_Learning  PDF
• 2021-12-15 Visually Guided UGV for Autonomous Mobile Manipulation in Dynamic and Unstructured GPS Denied Environments    Mohit Vohra, Laxmidhar Behera arXiv_RO arXiv_RO  Segmentation  Tracking  3D  Deep_Learning  Detection  Object_Detection  Autonomous  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 COVID-19 Electrocardiograms Classification using CNN Models    Ismail Shahin, Ali Bou Nassif, Mohamed Bader Alsabek arXiv_AI arXiv_AI  Optimization  Pose  Classification  Deep_Learning  CNN  PDF
• 2021-12-15 M-FasterSeg: An Efficient Semantic Segmentation Network Based on Neural Architecture Search    Huiyu Kuang arXiv_CV arXiv_CV  NAS  Segmentation  Semantic_Segmentation  Pose  Deep_Learning  Attention  Drone  Prediction  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 Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data    Ke Chen, Xingjian Du, Bilei Zhu, Zejun Ma, Taylor Berg-kirkpatrick, Shlomo Dubnov arXiv_AI arXiv_AI  Transformer  Embedding  Zero-Shot  Pose  Face  Deep_Learning  Detection  PDF
• 2021-12-15 Does a Face Mask Protect my Privacy?: Deep Learning to Predict Protected Attributes from Masked Face Images    Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka, Danula Hettiachchi, Ridwan Shariffdeen arXiv_CV arXiv_CV  Pose  Face  Deep_Learning  PDF
• 2021-12-15 Responsive parallelized architecture for deploying deep learning models in production environments    Nikhil Verma, Krishna Prasad arXiv_AI arXiv_AI  Pose  Deep_Learning  Attention  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 A Simple But Powerful Graph Encoder for Temporal Knowledge Graph Completion    Zifeng Ding, Yunpu Ma, Bailan He, Volker Tresp arXiv_AI arXiv_AI  Transformer  Knowledge  Knowledge_Graph  Pose  Action  Deep_Learning  Relation  Attention  PDF
• 2021-12-14 Performance or Trust? Why Not Both. Deep AUC Maximization with Self-Supervised Learning for COVID-19 Chest X-ray Classifications    Siyuan He, Pengcheng Xi, Ashkan Ebadi, Stephane Tremblay, Alexander Wong arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Classification  Deep_Learning  Medical  PDF
• 2021-12-14 Classifying Emails into Human vs Machine Category    Changsung Kang, Hongwei Shang, Jean-Marc Langlois arXiv_CL arXiv_CL  Bert  Pose  Action  Deep_Learning  PDF
• 2021-12-14 Dual-Key Multimodal Backdoors for Visual Question Answering    Matthew Walmer, Karan Sikka, Indranil Sur, Abhinav Shrivastava, Susmit Jha arXiv_CV arXiv_CV  Embedding  Optimization  Pose  Classification  Deep_Learning  Detection  VQA  Object_Detection  QA  PDF
• 2021-12-14 Classification of histopathology images using ConvNets to detect Lupus Nephritis    Akash Gupta, Anirudh Reddy, CV Jawahar, PK Vinod arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  PDF
• 2021-12-14 Improving COVID-19 CXR Detection with Synthetic Data Augmentation    Daniel Schaudt, Christopher Kloth, Christian Spaete, Andreas Hinteregger, Meinrad Beer, Reinhold von Schwerin arXiv_CV arXiv_CV  Sparse  Review  Adversarial  Deep_Learning  Detection  Medical  PDF
• 2021-12-14 Adversarial Examples for Extreme Multilabel Text Classification    Mohammadreza Qaraei, Rohit Babbar arXiv_AI arXiv_AI  Text_Classification  Adversarial  Classification  Deep_Learning  Attention  Prediction  Recommendation  PDF
• 2021-12-14 Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration    Ziwei Luo, Jing Hu, Xin Wang, Shu Hu, Bin Kong, Youbing Yin, Qi Song, Xi Wu, Siwei Lyu arXiv_AI arXiv_AI  Unsupervised  Reinforcement_Learning  3D  Pose  Action  Deep_Learning  GAN  Medical  PDF
• 2021-12-14 Robustifying automatic speech recognition by extracting slowly varying features    Matias Pizarro, Dorothea Kolossa, Asja Fischer arXiv_SD arXiv_SD  Recognition  Adversarial  Speech  Pose  Deep_Learning  Speech_Recognition  PDF
• 2021-12-14 Event-Aware Multimodal Mobility Nowcasting    Zhaonan Wang, Renhe Jiang, Hao Xue, Flora D. Salim, Xuan Song, Ryosuke Shibasaki arXiv_AI arXiv_AI  Pose  Action  Quantitative  Deep_Learning  PDF
• 2021-12-14 Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering    JianJian Cao, Xiameng Qin, Sanyuan Zhao, Jianbing Shen arXiv_CV arXiv_CV  Embedding  Pose  Deep_Learning  Relation  VQA  Attention  Prediction  QA  Matching  PDF
• 2021-12-14 Utilizing XAI technique to improve autoencoder based model for computer network anomaly detection with shapley additive explanation    Khushnaseeb Roshan, Aasim Zafar arXiv_AI arXiv_AI  Pose  Deep_Learning  Detection  PDF
• 2021-12-14 A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging    Vaibhav Joshi, Sricharan Vijayarangan, Preejith SP, Mohanasankar Sivaprakasam arXiv_AI arXiv_AI  Enhancement  Knowledge  Pose  Classification  Deep_Learning  PDF
• 2021-12-14 Static-Dynamic Co-Teaching for Class-Incremental 3D Object Detection    Na Zhao, Gim Hee Lee arXiv_CV arXiv_CV  3D  Knowledge  Deep_Learning  Detection  Object_Detection  PDF
• 2021-12-14 Modeling Image Quantization Tradeoffs for Optimal Compression    Johnathan Chiu arXiv_CV arXiv_CV  Unsupervised  Quantization  Optimization  Pose  Deep_Learning  CNN  PDF
• 2021-12-14 Birds Eye View Social Distancing Analysis System    Zhengye Yang, Mingfei Sun, Hongzhe Ye, Zihao Xiong, Gil Zussman, Zoran Kostic arXiv_AI arXiv_AI  Tracking  Pose  Deep_Learning  Detection  Object_Detection  Recommendation  PDF
• 2021-12-14 COVID-19 Pneumonia and Influenza Pneumonia Detection Using Convolutional Neural Networks    Julianna Antonchuk, Benjamin Prescott, Philip Melanchthon, Robin Singh arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  CNN  PDF
• 2021-12-14 Heuristic Hyperparameter Optimization for Convolutional Neural Networks using Genetic Algorithm    Meng Zhou arXiv_CV arXiv_CV  Optimization  Pose  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2021-12-14 BACON: Deep-Learning Powered AI for Poetry Generation with Author Linguistic Style Transfer    Alejandro Rodriguez Pascual arXiv_CL arXiv_CL  Style_Transfer  Deep_Learning  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 Hformer: Hybrid CNN-Transformer for Fringe Order Prediction in Phase Unwrapping of Fringe Projection    Xinjun Zhu, Zhiqiang Han, Mengkai Yuan, Qinghua Guo, Hongyi Wang arXiv_CV arXiv_CV  Transformer  3D  Knowledge  Pose  Deep_Learning  Attention  CNN  Prediction  PDF
• 2021-12-13 A Survey of Unsupervised Domain Adaptation for Visual Recognition    Youshan Zhang arXiv_CV arXiv_CV  Unsupervised  Recognition  Knowledge  Survey  Deep_Learning  PDF
• 2021-12-13 Text Gestalt: Stroke-Aware Scene Text Image Super-Resolution    Jingye Chen, Haiyang Yu, Jianqi Ma, Bin Li, Xiangyang Xue arXiv_AI arXiv_AI  Recognition  Super_Resolution  Knowledge  Pose  Scene_Text  Deep_Learning  Attention  PDF
• 2021-12-13 Computational bioacoustics with deep learning: a review and roadmap    Dan Stowell arXiv_SD arXiv_SD  Knowledge  Review  Speech  Deep_Learning  PDF
• 2021-12-13 Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels    Sungmin Hong, Anna K. Bonkhoff, Andrew Hoopes, Martin Bretzner, Markus D. Schirmer, Anne-Katrin Giese, Adrian V. Dalca, Polina Golland, Natalia S. Rost arXiv_CV arXiv_CV  Segmentation  3D  Pose  Deep_Learning  Medical  Prediction  PDF
• 2021-12-13 Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching    Alessandro Finamore, James Roberts, Massimo Gallo, Dario Rossi arXiv_AI arXiv_AI  RNN  Pose  Classification  Deep_Learning  Inference  PDF
• 2021-12-13 Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI    Ramy A. Zeineldin, Mohamed E. Karar, Franziska Mathis-Ullrich, Oliver Burgert arXiv_CV arXiv_CV  Segmentation  Recognition  Pose  Deep_Learning  Medical  PDF
• 2021-12-13 MinkLoc3D-SI: 3D LiDAR place recognition with sparse convolutions, spherical coordinates, and intensity    Kamil Żywanowski, Adam Banaszczyk, Michał R. Nowicki, Jacek Komorowski arXiv_CV arXiv_CV  Recognition  Point_Cloud  3D  Sparse  Deep_Learning  Autonomous  PDF
• 2021-12-13 Automated Evidence Collection for Fake News Detection    Mrinal Rawat, Diptesh Kanojia arXiv_CL arXiv_CL  Pose  Classification  Deep_Learning  Detection  PDF
• 2021-12-13 Real Time Action Recognition from Video Footage    Tasnim Sakib Apon, Mushfiqul Islam Chowdhury, MD Zubair Reza, Arpita Datta, Syeda Tanjina Hasan, MD. Golam Rabiul Alam arXiv_CV arXiv_CV  Surveillance  Recognition  Action_Recognition  Action  Classification  Deep_Learning  Activity  Autonomous  PDF
• 2021-12-13 Hybrid Atlas Building with Deep Registration Priors    Nian Wu, Jian Wang, Miaomiao Zhang, Guixu Zhang, Yaxin Peng, Chaomin Shen arXiv_CV arXiv_CV  3D  Pose  Deep_Learning  PDF
• 2021-12-12 A Survey on Societal Event Forecasting with Deep Learning    Songgaojun Deng, Yue Ning arXiv_AI arXiv_AI  Knowledge  Survey  Deep_Learning  Prediction  PDF
• 2021-12-12 Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer    Shiye Lei, Zhuozhuo Tu, Leszek Rutkowski, Feng Zhou, Li Shen, Fengxiang He, Dacheng Tao arXiv_AI arXiv_AI  Adversarial  Deep_Learning  Inference  Prediction  PDF
• 2021-12-12 Attention based Broadly Self-guided Network for Low light Image Enhancement    Zilong Chen, Yaling Liang, Minghui Du arXiv_CV arXiv_CV  Enhancement  Pose  Image_Enhancement  Action  Deep_Learning  Attention  CNN  Inference  PDF
• 2021-12-12 Visualising and Explaining Deep Learning Models for Speech Quality Prediction    H. Tilkorn, G. Mittag (1), S. Möller (1 and 2) ((1) Quality and Usability Lab TU Berlin, (2) Language Technology DFKI Berlin) arXiv_SD arXiv_SD  RNN  Speech  Pose  Deep_Learning  CNN  Prediction  QA  PDF
• 2021-12-12 Interpretable Feature Learning Framework for Smoking Behavior Detection    Nakayiza Hellen, Ggaliwango Marvin arXiv_AI arXiv_AI  Action  Classification  Deep_Learning  Detection  Attention  Prediction  PDF
• 2021-12-12 Multimodal-based Scene-Aware Framework for Aquatic Animal Segmentation    Minh-Quan Le, Trung-Nghia Le, Tam V. Nguyen, Isao Echizen, Minh-Triet Tran arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Attention  PDF
• 2021-12-12 A Single-Target License Plate Detection with Attention    Wenyun Li, Chi-Man Pun arXiv_CV arXiv_CV  Deep_Learning  Detection  Object_Detection  Attention  PDF
• 2021-12-12 Magnifying Networks for Images with Billions of Pixels    Neofytos Dimitriou, Ognjen Arandjelovic arXiv_CV arXiv_CV  Transformer  Optimization  Pose  Deep_Learning  Medical  CNN  PDF
• 2021-12-11 U-shaped Transformer with Frequency-Band Aware Attention for Speech Enhancement    Yi Li, Yang Sun, Syed Mohsen Naqvi arXiv_SD arXiv_SD  Transformer  Enhancement  Speech  Pose  Deep_Learning  Attention  PDF
• 2021-12-11 Neural Attention Models in Deep Learning: Survey and Taxonomy    Alana Santana, Esther Colombini arXiv_AI arXiv_AI  Pose  Survey  Deep_Learning  Attention  GAN  PDF
• 2021-12-10 Short and Long Range Relation Based Spatio-Temporal Transformer for Micro-Expression Recognition    Liangfei Zhang, Xiaopeng Hong, Ognjen Arandjelovic, Guoying Zhao arXiv_CV arXiv_CV  Transformer  Recognition  Knowledge  Pose  Emotion  Classification  Deep_Learning  Relation  CNN  Inference  PDF
• 2021-12-10 AtteSTNet -- An attention and subword tokenization based approach for code-switched Hindi-English hate speech detection    Vedangi Wagh, Geet Shingi arXiv_CL arXiv_CL  Speech  Pose  Deep_Learning  Detection  Attention  PDF
• 2021-12-10 Deep Learning based Framework for Automatic Diagnosis of Glaucoma based on analysis of Focal Notching in the Optic Nerve Head    Sneha Dasgupta, Rishav Mukherjee, Kaushik Dutta, Anindya Sen arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Deep_Learning  Detection  Prediction  PDF
• 2021-12-10 Sampling from Discrete Energy-Based Models with Quality/Efficiency Trade-offs    Bryan Eikema, Germán Kruszewski, Hady Elsahar, Marc Dymetman arXiv_CL arXiv_CL  Pose  Deep_Learning  Text_Generation  PDF
• 2021-12-10 Causal Knowledge Guided Societal Event Forecasting    Songgaojun Deng, Huzefa Rangwala, Yue Ning arXiv_AI arXiv_AI  Knowledge  Pose  Deep_Learning  Relation  Inference  Prediction  PDF
• 2021-12-10 A Deep Learning Based Automated Hand Hygiene Training System    Mobina Shahbandeh, Fatemeh Ghaffarpour, Sina Vali, Mohammad Amin Haghpanah, Amin Mousavi Torkamani, Mehdi Tale Masouleh, Ahmad Kalhor arXiv_CV arXiv_CV  Gesture  Pose  Face  Deep_Learning  GAN  PDF
• 2021-12-10 Deep Odometry Systems on Edge with EKF-LoRa Backend for Real-Time Positioning in Adverse Environment    Zhuangzhuang Dai, Muhamad Risqi U. Saputra, Chris Xiaoxuan Lu, Andrew Markham, Niki Trigoni arXiv_RO arXiv_RO  Pose  Deep_Learning  Inference  PDF
• 2021-12-10 Fast and scalable neuroevolution deep learning architecture search for multivariate anomaly detection    M.Pietroń, D.Żurek, K.Faber arXiv_AI arXiv_AI  NAS  Unsupervised  Optimization  Pose  Deep_Learning  Detection  PDF
• 2021-12-10 Eigenspace Restructuring: a Principle of Space and Frequency in Neural Networks    Lechao Xiao arXiv_AI arXiv_AI  Action  Deep_Learning  CNN  PDF
• 2021-12-10 Marvin: Innovative Omni-Directional Robotic Assistant for Domestic Environments    Andrea Eirale, Mauro Martini, Luigi Tagliavini, Marcello Chiaberge, Giuseppe Quaglia arXiv_AI arXiv_AI  Pose  Face  Classification  Deep_Learning  Autonomous  PDF
• 2021-12-10 Towards Full-to-Empty Room Generation with Structure-Aware Feature Encoding and Soft Semantic Region-Adaptive Normalization    Vasileios Gkitsas, Nikolaos Zioulis, Vladimiros Sterzentsenko, Alexandros Doumanoglou, Dimitrios Zarpalas arXiv_CV arXiv_CV  Inpainting  Pose  Quantitative  Deep_Learning  PDF
• 2021-12-09 Report-Guided Automatic Lesion Annotation for Deep Learning-Based Prostate Cancer Detection in bpMRI    Joeran S. Bosma, Anindo Saha, Matin Hosseinzadeh, Ilse Slootweg, Maarten de Rooij, Henkjan Huisman arXiv_CV arXiv_CV  Segmentation  Sparse  Action  Deep_Learning  Detection  Prediction  PDF
• 2021-12-09 A Training Framework for Stereo-Aware Speech Enhancement using Deep Neural Networks    Bahareh Tolooshams, Kazuhito Koishida arXiv_SD arXiv_SD  Enhancement  Speech  Pose  Deep_Learning  Attention  PDF
• 2021-12-09 Self-Supervised Image-to-Text and Text-to-Image Synthesis    Anindya Sundar Das, Sriparna Saha arXiv_CV arXiv_CV  Image_Caption  Embedding  RNN  Self-Supervised  Pose  Quantitative  Deep_Learning  Relation  GAN  Text_Generation  PDF
• 2021-12-09 Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer    Xiangde Luo, Minhao Hu, Tao Song, Guotai Wang, Shaoting Zhang arXiv_CV arXiv_CV  Transformer  Segmentation  Regularization  Deep_Learning  Medical  CNN  Prediction  PDF
• 2021-12-09 Extending AdamW by Leveraging Its Second Moment and Magnitude    Guoqiang Zhang, Niwa Kenta, W. Bastiaan Kleijn arXiv_AI arXiv_AI  Transformer  Tracking  Pose  Deep_Learning  PDF
• 2021-12-09 Detecting Potentially Harmful and Protective Suicide-related Content on Twitter: A Machine Learning Approach    Hannah Metzler, Hubert Baginski, Thomas Niederkrotenthaler, David Garcia arXiv_CL arXiv_CL  Bert  Action  Classification  Deep_Learning  PDF
• 2021-12-09 One-dimensional Deep Low-rank and Sparse Network for Accelerated MRI    Zi Wang, Chen Qian, Di Guo, Hongwei Sun, Rushuai Li, Bo Zhao, Xiaobo Qu arXiv_AI arXiv_AI  Reconstruction  Sparse  Pose  Quantitative  Deep_Learning  CNN  PDF
• 2021-12-09 Learning Deep Context-Sensitive Decomposition for Low-Light Image Enhancement    Long Ma, Risheng Liu, Jiaao Zhang, Xin Fan, Zhongxuan Luo arXiv_CV arXiv_CV  Enhancement  Image_Enhancement  Deep_Learning  GAN  PDF
• 2021-12-09 Learning with Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision    Risheng Liu, Long Ma, Tengyu Ma, Xin Fan, Zhongxuan Luo arXiv_CV arXiv_CV  NAS  Segmentation  Enhancement  Optimization  Pose  Deep_Learning  Detection  PDF
• 2021-12-09 CWS-PResUNet: Music Source Separation with Channel-wise Subband Phase-aware ResUNet    Haohe Liu, Qiuqiang Kong, Jiafeng Liu arXiv_AI arXiv_AI  Pose  Deep_Learning  CNN  PDF
• 2021-12-09 Trajectory-Constrained Deep Latent Visual Attention for Improved Local Planning in Presence of Heterogeneous Terrain    Stefan Wapnick, Travis Manderson, David Meger, Gregory Dudek arXiv_CV arXiv_CV  Action  Deep_Learning  Attention  PDF
• 2021-12-08 A Simple and efficient deep Scanpath Prediction    Mohamed Amine Kerkouri, Aladine Chetouani arXiv_CV arXiv_CV  Pose  Deep_Learning  Attention  CNN  Prediction  PDF
• 2021-12-08 PATO: Producibility-Aware Topology Optimization using Deep Learning for Metal Additive Manufacturing    Naresh S. Iyer, Amir M. Mirzendehdel, Sathyanarayanan Raghavan, Yang Jiao, Erva Ulu, Morad Behandish, Saigopal Nelaturi, Dean M. Robinson arXiv_AI arXiv_AI  3D  Optimization  Pose  Deep_Learning  Attention  CNN  PDF
• 2021-12-08 A Hierarchical Spatio-Temporal Graph Convolutional Neural Network for Anomaly Detection in Videos    Xianlin Zeng, Yalong Jiang, Wenrui Ding, Hongguang Li, Yafeng Hao, Zifeng Qiu arXiv_CV arXiv_CV  Surveillance  Reconstruction  Pose  Action  Deep_Learning  Detection  CNN  PDF
• 2021-12-08 A novel multi-view deep learning approach for BI-RADS and density assessment of mammograms    Huyen T. X. Nguyen, Sam B. Tran, Dung B. Nguyen, Hieu H. Pham, Ha Q. Nguyen arXiv_CV arXiv_CV  Pose  Action  Classification  Deep_Learning  CNN  Prediction  PDF
• 2021-12-08 Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning    Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Mikael Brudfors, Yaël Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Huaqi Qiu, Zeju Li, Christoph Großbröhmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett Landman, Yuankai Huo, Keelin Murphy, Bram van Ginneken, Adrian Dalca, Mattias P. Heinrich arXiv_CV arXiv_CV  3D  Deep_Learning  Medical  PDF
• 2021-12-08 FreeTalky: Don't Be Afraid! Conversations Made Easier by a Humanoid Robot using Persona-based Dialogue    Chanjun Park, Yoonna Jang, Seolhwa Lee, Sungjin Park, Heuiseok Lim arXiv_CL arXiv_CL  Pose  Deep_Learning  PDF
• 2021-12-08 GPCO: An Unsupervised Green Point Cloud Odometry Method    Pranav Kadam, Min Zhang, Shan Liu, C.-C. Jay Kuo arXiv_CV arXiv_CV  Unsupervised  Point_Cloud  Pose  Deep_Learning  Detection  Matching  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 Nuclei Segmentation in Histopathology Images using Deep Learning with Local and Global Views    Mahdi Arab Loodaricheh, Nader Karimi, Shadrokh Samavi arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Detection  GAN  Medical  Prediction  PDF
• 2021-12-07 Image Enhancement via Bilateral Learning    Saeedeh Rezaee, Nezam Mahdavi-Amiri arXiv_CV arXiv_CV  Enhancement  Pose  Image_Enhancement  Quantitative  Deep_Learning  CNN  PDF
• 2021-12-07 A Survey on Intrinsic Images: Delving Deep Into Lambert and Beyond    Elena Garces, Carlos Rodriguez-Pardo, Dan Casas, Jorge Lopez-Moreno arXiv_CV arXiv_CV  Bert  Survey  Action  Deep_Learning  PDF
• 2021-12-07 BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models    Narinder Singh Punn, Sonali Agarwal arXiv_CV arXiv_CV  Segmentation  Unsupervised  Self-Supervised  Pose  Deep_Learning  Medical  PDF
• 2021-12-07 A Deep Learning Driven Algorithmic Pipeline for Autonomous Navigation in Row-Based Crops    Simone Cerrato, Vittorio Mazzia, Francesco Salvetti, Marcello Chiaberge arXiv_AI arXiv_AI  Optimization  Deep_Learning  Autonomous  PDF
• 2021-12-07 Danna-Sep: Unite to separate them all    Chin-Yun Yu, Kin-Wai Cheuk arXiv_SD arXiv_SD  Pose  Deep_Learning  PDF
• 2021-12-07 GraDIRN: Learning Iterative Gradient Descent-based Energy Minimization for Deformable Image Registration    Huaqi Qiu, Kerstin Hammernik, Chen Qin, Daniel Rueckert arXiv_CV arXiv_CV  Reconstruction  Embedding  Gradient_Descent  3D  Optimization  Regularization  Deep_Learning  CNN  PDF
• 2021-12-07 A coarse space acceleration of deep-DDM    Valentin Mercier, Serge Gratton, Pierre Boudier arXiv_AI arXiv_AI  Pose  Deep_Learning  PDF
• 2021-12-07 Scaling Structured Inference with Randomization    Yao Fu, Mirella Lapata arXiv_CL arXiv_CL  Pose  Deep_Learning  Inference  PDF
• 2021-12-07 Saliency Diversified Deep Ensemble for Robustness to Adversaries    Alex Bogun, Dimche Kostadinov, Damian Borth arXiv_AI arXiv_AI  Reconstruction  Recognition  Salient  Pose  Classification  Deep_Learning  Prediction  PDF
• 2021-12-07 A deep language model to predict metabolic network equilibria    François Charton, Amaury Hayat, Sean T. McQuade, Nathaniel J. Merrill, Benedetto Piccoli arXiv_CL arXiv_CL  Transformer  Quantitative  Deep_Learning  Language_Model  PDF
• 2021-12-07 Question Answering Survey: Directions, Challenges, Datasets, Evaluation Matrices    Hariom A. Pandya, Brijesh S. Bhatt arXiv_AI arXiv_AI  Knowledge  Review  Survey  Deep_Learning  Detection  QA  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
• 2021-12-07 Which images to label for few-shot medical landmark detection?    Quan Quan, Qingsong Yao, Jun Li, S. Kevin Zhou arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  Detection  Few-Shot  Medical  PDF
• 2021-12-07 RSBNet: One-Shot Neural Architecture Search for A Backbone Network in Remote Sensing Image Recognition    Cheng Peng, Yangyang Li, Ronghua Shang, Licheng Jiao arXiv_AI arXiv_AI  NAS  Recognition  Scene_Classification  Knowledge  Pose  Classification  Deep_Learning  Detection  Object_Detection  PDF
• 2021-12-07 Robust Speech Representation Learning via Flow-based Embedding Regularization    Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan arXiv_SD arXiv_SD  Embedding  Represenation_Learning  Regularization  Speech  Pose  Action  Deep_Learning  PDF
• 2021-12-07 Dyadic Sex Composition and Task Classification Using fNIRS Hyperscanning Data    Liam A. Kruse, Allan L. Reiss, Mykel J. Kochenderfer, Stephanie Balters arXiv_CV arXiv_CV  Pose  Action  Classification  Deep_Learning  CNN  PDF
• 2021-12-06 Extrapolation Frameworks in Cognitive Psychology Suitable for Study of Image Classification Models    Roozbeh Yousefzadeh, Jessica A. Mollick arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Detection  Image_Classification  PDF
• 2021-12-06 Multi-scale Feature Learning Dynamics: Insights for Double Descent    Mohammad Pezeshki, Amartya Mitra, Yoshua Bengio, Guillaume Lajoie arXiv_AI arXiv_AI  Optimization  Action  Deep_Learning  PDF
• 2021-12-06 An unsupervised extractive summarization method based on multi-round computation    Dehao Tao, Yingzhu Xiong, Jin He, Skevin, Yongfeng Huang arXiv_AI arXiv_AI  Unsupervised  Pose  Deep_Learning  Attention  Summarization  PDF
• 2021-12-06 Quality control for more reliable integration of deep learning-based image segmentation into medical workflows    Elena Williams, Sebastian Niehaus, Janis Reinelt, Alberto Merola, Paul Glad Mihai, Ingo Roeder, Nico Scherf, Maria del C. Valdés Hernández arXiv_AI arXiv_AI  Segmentation  Recognition  Deep_Learning  Detection  Medical  Prediction  PDF
• 2021-12-06 Prototypical Model with Novel Information-theoretic Loss Function for Generalized Zero Shot Learning    Chunlin Ji, Hanchu Shen, Zhan Xiong, Feng Chen, Meiying Zhang, Huiwen Yang arXiv_CV arXiv_CV  Embedding  Knowledge  Pose  Deep_Learning  Relation  GAN  PDF
• 2021-12-06 Organ localisation using supervised and semi supervised approaches combining reinforcement learning with imitation learning    Sankaran Iyer, Alan Blair, Laughlin Dawes, Daniel Moses, Christopher White, Arcot Sowmya arXiv_CV arXiv_CV  Semi_Supervised  Reinforcement_Learning  Deep_Learning  Detection  GAN  Medical  PDF
• 2021-12-06 Steerable discovery of neural audio effects    Christian J. Steinmetz, Joshua D. Reiss arXiv_SD arXiv_SD  Deep_Learning  PDF
• 2021-12-06 Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning    Lukas Bommes, Mathis Hoffmann, Claudia Buerhop-Lutz, Tobias Pickel, Jens Hauch, Christoph Brabec, Andreas Maier, Ian Marius Peters arXiv_CV arXiv_CV  Unsupervised  Contrastive_Learning  Deep_Learning  Detection  CNN  Prediction  PDF
• 2021-12-06 Tunable Image Quality Control of 3-D Ultrasound using Switchable CycleGAN    Jaeyoung Huh, Shujaat Khan, Sungjin Choi, Dongkuk Shin, Eun Sun Lee, Jong Chul Ye arXiv_CV arXiv_CV  Unsupervised  Enhancement  Pose  Image_Enhancement  Deep_Learning  GAN  PDF
• 2021-12-06 SyntEO: Synthetic Dataset Generation for Earth Observation with Deep Learning -- Demonstrated for Offshore Wind Farm Detection    Thorsten Hoeser, Claudia Kuenzer arXiv_CV arXiv_CV  Knowledge  Pose  Face  Deep_Learning  Detection  Object_Detection  CNN  Prediction  PDF
• 2021-12-06 A Survey of Deep Learning for Low-Shot Object Detection    Qihan Huang, Haofei Zhang, Jie Song, Mingli Song arXiv_CV arXiv_CV  Zero-Shot  Review  Survey  Deep_Learning  Detection  Few-Shot  Object_Detection  PDF
• 2021-12-06 Adjusting the Ground Truth Annotations for Connectivity-Based Learning to Delineate    Doruk Oner, Leonardo Citraro, Mateusz Koziński, Pascal Fua arXiv_CV arXiv_CV  3D  Face  Deep_Learning  Contour  PDF
• 2021-12-06 A Survey on Deep learning based Document Image Enhancement    Zahra Anvari, Vassilis Athitsos arXiv_CV arXiv_CV  Enhancement  Recognition  OCR  Restoration  Optical_Character  Review  Pose  Image_Enhancement  Survey  Action  Deep_Learning  Denoising  Attention  PDF
• 2021-12-05 Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View    Di Jin, Elena Sergeeva, Wei-Hung Weng, Geeticka Chauhan, Peter Szolovits arXiv_AI arXiv_AI  Recognition  Review  Survey  Action  Deep_Learning  Prediction  Recommendation  PDF
• 2021-12-05 Probabilistic Deep Learning to Quantify Uncertainty in Air Quality Forecasting    Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach, Gavin Taylor arXiv_AI arXiv_AI  Adversarial  Pose  Deep_Learning  Relation  Prediction  PDF
• 2021-12-05 Robust Active Learning: Sample-Efficient Training of Robust Deep Learning Models    Yuejun Guo, Qiang Hu, Maxime Cordy, Mike Papadakis, Yves Le Traon arXiv_AI arXiv_AI  Adversarial  Pose  Deep_Learning  Attention  PDF
• 2021-12-05 Hard Sample Aware Noise Robust Learning for Histopathology Image Classification    Chuang Zhu, Wenkai Chen, Ting Peng, Ying Wang, Mulan Jin arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Detection  Image_Classification  PDF
• 2021-12-05 Snapshot HDR Video Construction Using Coded Mask    Masheal Alghamdi, Qiang Fu, Ali Thabet, Wolfgang Heidrich arXiv_CV arXiv_CV  Reconstruction  3D  Deep_Learning  Denoising  PDF
• 2021-12-05 Neural Photometry-guided Visual Attribute Transfer    Carlos Rodriguez-Pardo, Elena Garces arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Quantitative  Deep_Learning  PDF
• 2021-12-05 Classification of COVID-19 on chest X-Ray images using Deep Learning model with Histogram Equalization and Lungs Segmentation    Hitendra Singh Bhadouria, Krishan Kumar, Aman Swaraj, Karan Verma, Arshpreet Kaur, Shasvat Sharma, Ghanshyam Singh, Ashok Kumar, Leandro Melo de Sales arXiv_CV arXiv_CV  Segmentation  Recognition  Pose  Action  Classification  Deep_Learning  Medical  PDF
• 2021-12-05 Noise Distribution Adaptive Self-Supervised Image Denoising using Tweedie Distribution and Score Matching    Kwanyoung Kim, Taesung Kwon, Jong Chul Ye arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  Denoising  Matching  PDF
• 2021-12-04 Label Hierarchy Transition: Modeling Class Hierarchies to Enhance Deep Classifiers    Renzhen Wang, De cai, Kaiwen Xiao, Xixi Jia, Xiao Han, Deyu Meng arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Relation  PDF
• 2021-12-04 Generalized Binary Search Network for Highly-Efficient Multi-View Stereo    Zhenxing Mi, Di Chang, Dan Xu arXiv_CV arXiv_CV  3D  Pose  Classification  Deep_Learning  Prediction  PDF
• 2021-12-04 Towards the One Learning Algorithm Hypothesis: A System-theoretic Approach    Christos Mavridis, John Baras arXiv_AI arXiv_AI  Optimization  Regularization  Knowledge  Pose  Action  Deep_Learning  Attention  PDF
• 2021-12-04 Dense Extreme Inception Network for Edge Detection    Xavier Soria Poma, Angel Sappa, Patricio Humanante, Arash Arbarinia arXiv_CV arXiv_CV  Edge_Detection  Pose  Deep_Learning  Detection  Contour  PDF
• 2021-12-04 Dual-Flow Transformation Network for Deformable Image Registration with Region Consistency Constraint    Xinke Ma, Yibo Yang, Yong Xia, Dacheng Tao arXiv_CV arXiv_CV  3D  Pose  Deep_Learning  Attention  Medical  CNN  PDF
• 2021-12-04 Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy Slides    Feng Xu, Chuang Zhu, Wenqi Tang, Ying Wang, Yu Zhang, Jie Li, Hongchuan Jiang, Zhongyue Shi, Jun Liu, Mulan Jin arXiv_CV arXiv_CV  Deep_Learning  Attention  PDF
• 2021-12-03 Bridging the gap between prostate radiology and pathology through machine learning    Indrani Bhattacharya, David S. Lim, Han Lin Aung, Xingchen Liu, Arun Seetharaman, Christian A. Kunder, Wei Shao, Simon J. C. Soerensen, Richard E. Fan, Pejman Ghanouni, Katherine J. To'o, James D. Brooks, Geoffrey A. Sonn, Mirabela Rusu arXiv_CV arXiv_CV  Deep_Learning  Detection  PDF
• 2021-12-03 Face Reconstruction with Variational Autoencoder and Face Masks    Rafael S. Toledo, Eric A. Antonelo arXiv_CV arXiv_CV  Reconstruction  Face  Deep_Learning  Prediction  PDF
• 2021-12-03 Bridging the Gap: Point Clouds for Merging Neurons in Connectomics    Jules Berman, Dmitri B. Chklovskii, Jingpeng Wu arXiv_CV arXiv_CV  Segmentation  Point_Cloud  3D  Pose  Classification  Deep_Learning  PDF
• 2021-12-03 TRNR: Task-Driven Image Rain and Noise Removal with a Few Images Based on Patch Analysis    Wu Ran, Bohong Yang, Peirong Ma, Hong Lu arXiv_CV arXiv_CV  Pose  Deep_Learning  PDF
• 2021-12-03 A Structured Dictionary Perspective on Implicit Neural Representations    Gizem Yüce, Guillermo Ortiz-Jiménez, Beril Besbinar, Pascal Frossard arXiv_CV arXiv_CV  Reconstruction  Pose  Deep_Learning  PDF
• 2021-12-03 Semantic Segmentation of Legal Documents via Rhetorical Roles    Vijit Malik, Rishabh Sanjay, Shouvik Kumar Guha, Shubham Kumar Nigam, Angshuman Hazarika, Arnab Bhattacharya, Ashutosh Modi arXiv_AI arXiv_AI  Transformer  Segmentation  Semantic_Segmentation  Pose  Deep_Learning  Prediction  PDF
• 2021-12-03 Table2Vec: Automated Universal Representation Learning to Encode All-round Data DNA for Benchmarkable and Explainable Enterprise Data Science    Longbing Cao, Chengzhang Zhu arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Deep_Learning  Relation  PDF
• 2021-12-03 Geometric Feature Learning for 3D Meshes    Huan Lei, Naveed Akhtar, Mubarak Shah, Ajmal Mian arXiv_CV arXiv_CV  Scene_Parsing  3D  Pose  Face  Deep_Learning  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 Detection of Large Vessel Occlusions using Deep Learning by Deforming Vessel Tree Segmentations    Florian Thamm, Oliver Taubmann, Markus Jürgens, Hendrik Ditt, Andreas Maier arXiv_CV