Regularization

Regularization

• 2021-10-15 Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction    Sara Elkerdawy, Mostafa Elhoushi, Hong Zhang, Nilanjan Ray arXiv_CV arXiv_CV  Regularization  Self-Supervised  Pose  Classification  Inference  Prediction  PDF
• 2021-10-15 Attention meets Geometry: Geometry Guided Spatial-Temporal Attention for Consistent Self-Supervised Monocular Depth Estimation    Patrick Ruhkamp, Daoyi Gao, Hanzhi Chen, Nassir Navab, Benjamin Busam arXiv_CV arXiv_CV  Transformer  3D  Regularization  Self-Supervised  Pose  Attention  Prediction  PDF
• 2021-10-14 Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast    Ye Du, Zehua Fu, Qingjie Liu, Yunhong Wang arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Weakly_Supervised  Regularization  Pose  Classification  Inference  PDF
• 2021-10-13 Subspace Regularizers for Few-Shot Class Incremental Learning    Afra Feyza Akyürek, Ekin Akyürek, Derry Wijaya, Jacob Andreas arXiv_CV arXiv_CV  Regularization  Classification  Few-Shot  CNN  Image_Classification  PDF
• 2021-10-13 Continual learning using lattice-free MMI for speech recognition    Hossein Hadian, Arseniy Gorin arXiv_CL arXiv_CL  Recognition  Regularization  Speech  Pose  Speech_Recognition  PDF
• 2021-10-13 Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation    Florian Mai, James Henderson arXiv_AI arXiv_AI  Embedding  Unsupervised  Regularization  Pose  Sentiment  Attention  Summarization  Text_Generation  PDF
• 2021-10-13 Non-local Recurrent Regularization Networks for Multi-view Stereo    Qingshan Xu, Martin R. Oswald, Wenbing Tao, Marc Pollefeys, Zhaopeng Cui arXiv_CV arXiv_CV  Reconstruction  3D  Regularization  Pose  Action  Attention  PDF
• 2021-10-12 Implicit Bias of Linear Equivariant Networks    Hannah Lawrence, Kristian Georgiev, Andrew Dienes, Bobak T. Kiani arXiv_AI arXiv_AI  Gradient_Descent  Regularization  Pose  Classification  CNN  PDF
• 2021-10-12 Reliable Shot Identification for Complex Event Detection via Visual-Semantic Embedding    Minnan Luo, Xiaojun Chang, Chen Gong arXiv_CV arXiv_CV  Embedding  Optimization  Regularization  Pose  Action  Detection  PDF
• 2021-10-11 Global Optimality Beyond Two Layers: Training Deep ReLU Networks via Convex Programs    Tolga Ergen, Mert Pilanci arXiv_AI arXiv_AI  Optimization  Regularization  PDF
• 2021-10-11 Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning    Hanzhe Hu, Fangyun Wei, Han Hu, Qiwei Ye, Jinshi Cui, Liwei Wang arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Pose  Prediction  PDF
• 2021-10-11 Learnable Adaptive Cosine Estimator for Image Classification    Joshua Peeples, Connor McCurley, Sarah Walker, Dylan Stewart, Alina Zare arXiv_AI arXiv_AI  Regularization  Pose  Classification  Image_Classification  PDF
• 2021-10-11 Domain Adaptive Semantic Segmentation with Regional Contrastive Consistency Regularization    Qianyu Zhou, Chuyun Zhuang, Xuequan Lu, Lizhuang Ma arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Regularization  Pose  PDF
• 2021-10-11 Self-supervised Learning is More Robust to Dataset Imbalance    Hong Liu, Jeff Z. HaoChen, Adrien Gaidon, Tengyu Ma arXiv_CV arXiv_CV  Regularization  Self-Supervised  PDF
• 2021-10-11 Kernel Learning For Sound Field Estimation With L1 and L2 Regularizations    Ryosuke Horiuchi, Shoichi Koyama, Juliano G. C. Ribeiro, Natsuki Ueno, Hiroshi Saruwatari arXiv_SD arXiv_SD  Regularization  Pose  PDF
• 2021-10-10 NViT: Vision Transformer Compression and Parameter Redistribution    Huanrui Yang, Hongxu Yin, Pavlo Molchanov, Hai Li, Jan Kautz arXiv_CV arXiv_CV  Transformer  Regularization  Pose  Inference  PDF
• 2021-10-09 Temporally Consistent Video Colorization with Deep Feature Propagation and Self-regularization Learning    Yihao Liu, Hengyuan Zhao, Kelvin C.K. Chan, Xintao Wang, Chen Change Loy, Yu Qiao, Chao Dong arXiv_CV arXiv_CV  Regularization  Pose  Prediction  PDF
• 2021-10-09 Pairwise Margin Maximization for Deep Neural Networks    Berry Weinstein, Shai Fine, Yacov Hel-Or arXiv_AI arXiv_AI  Regularization  Pose  Classification  PDF
• 2021-10-09 Colour augmentation for improved semi-supervised semantic segmentation    Geoff French, Michal Mackiewicz arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Self-Supervised  Pose  Classification  PDF
• 2021-10-09 Towards Lifelong Learning of Multilingual Text-To-Speech Synthesis    Mu Yang, Shaojin Ding, Tianlong Chen, Tong Wang, Zhangyang Wang arXiv_CL arXiv_CL  Regularization  Speech  Pose  PDF
• 2021-10-09 RankingMatch: Delving into Semi-Supervised Learning with Consistency Regularization and Ranking Loss    Trung Q. Tran, Mingu Kang, Daeyoung Kim arXiv_CV arXiv_CV  Regularization  Pose  Attention  PDF
• 2021-10-08 Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation    Shiqi Yang, Yaxing Wang, Joost van de Weijer, Luis Herranz, Shangling Jui arXiv_CV arXiv_CV  Recognition  Point_Cloud  3D  Regularization  Pose  PDF
• 2021-10-08 Multi Proxy Anchor Loss and Effectiveness of Deep Metric Learning Performance Metrics    Shozo Saeki, Minoru Kawahara, Hirohisa Aman arXiv_CV arXiv_CV  Embedding  Sparse  Image_Retrieval  Regularization  Pose  PDF
• 2021-10-08 Meta-Learning with Task-Adaptive Loss Function for Few-Shot Learning    Sungyong Baik, Janghoon Choi, Heewon Kim, Dohee Cho, Jaesik Min, Kyoung Mu Lee arXiv_CV arXiv_CV  Regularization  Pose  Classification  Few-Shot  PDF
• 2021-10-07 StyleGAN-induced data-driven regularization for inverse problems    Arthur Conmy, Subhadip Mukherjee, Carola-Bibiane Schönlieb arXiv_CV arXiv_CV  Reconstruction  Inpainting  Super_Resolution  Optimization  Regularization  Adversarial  Pose  GAN  PDF
• 2021-10-07 Adaptive Early-Learning Correction for Segmentation from Noisy Annotations    Sheng Liu, Kangning Liu, Weicheng Zhu, Yiqiu Shen, Carlos Fernandez-Granda arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-10-07 Scale Invariant Domain Generalization Image Recapture Detection    Jinian Luo, Jie Guo, Weidong Qiu, Zheng Huang, Hong Hui arXiv_CV arXiv_CV  Image_Caption  Regularization  Adversarial  Pose  Face  Detection  Relation  PDF
• 2021-10-07 Gradient Step Denoiser for convergent Plug-and-Play    Samuel Hurault, Arthur Leclaire, Nicolas Papadakis arXiv_CV arXiv_CV  Gradient_Descent  Inpainting  Super_Resolution  Regularization  Pose  Quantitative  PDF
• 2021-10-06 Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural Networks    Alan Jeffares, Qinghai Guo, Pontus Stenetorp, Timoleon Moraitis arXiv_CV arXiv_CV  RNN  Regularization  Speech  Classification  Inference  PDF
• 2021-10-06 Inter-Domain Alignment for Predicting High-Resolution Brain Networks Using Teacher-Student Learning    Basar Demir, Alaa Bessadok, Islem Rekik arXiv_CV arXiv_CV  Embedding  Super_Resolution  Regularization  Knowledge  Adversarial  Pose  Deep_Learning  Medical  PDF
• 2021-10-06 SSFL: Tackling Label Deficiency in Federated Learning via Personalized Self-Supervision    Chaoyang He, Zhengyu Yang, Erum Mushtaq, Sunwoo Lee, Mahdi Soltanolkotabi, Salman Avestimehr arXiv_AI arXiv_AI  Unsupervised  Regularization  Self-Supervised  Pose  PDF
• 2021-10-05 Deep Optimization of Parametric IIR Filters for Audio Equalization    Giovanni Pepe (1 and 2), Leonardo Gabrielli (1), Stefano Squartini (1), Carlo Tripodi (2), Nicolò Strozzi (2) ((1) Università Politecnica delle Marche, (2) ASK Industries S.p.A.) arXiv_SD arXiv_SD  Optimization  Regularization  Pose  Deep_Learning  PDF
• 2021-10-04 Fast Scalable Image Restoration using Total Variation Priors and Expectation Propagation    Dan Yao, Stephen McLaughlin, Yoann Altmann arXiv_CV arXiv_CV  Restoration  Optimization  Regularization  Pose  Action  Compressive_Sensing  Denoising  PDF
• 2021-10-04 A new weakly supervised approach for ALS point cloud semantic segmentation    Puzuo Wang, Wei Yao arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Weakly_Supervised  Sparse  Regularization  Pose  Classification  Prediction  PDF
• 2021-10-04 Consistency Regularization Can Improve Robustness to Label Noise    Erik Englesson, Hossein Azizpour arXiv_CV arXiv_CV  Regularization  Self-Supervised  Prediction  PDF
• 2021-10-03 Adaptive Unfolding Total Variation Network for Low-Light Image Enhancement    Chuanjun Zheng, Daming Shi, Wentian Shi arXiv_CV arXiv_CV  Enhancement  Regularization  Pose  Image_Enhancement  Denoising  Inference  PDF
• 2021-10-03 Unified Likelihood Ratio Estimation for High- to Zero-frequency N-grams    Masato Kikuchi, Kento Kawakami, Kazuho Watanabe, Mitsuo Yoshida, Kyoji Umemura arXiv_CL arXiv_CL  Regularization  Pose  PDF
• 2021-10-03 Enhancing Model Robustness and Fairness with Causality: A Regularization Approach    Zhao Wang, Kai Shu, Aron Culotta arXiv_AI arXiv_AI  Regularization  Knowledge  Pose  Relation  Inference  PDF
• 2021-10-02 An Optimization-Based Meta-Learning Model for MRI Reconstruction with Diverse Dataset    Wanyu Bian, Yunmei Chen, Xiaojing Ye, Qingchao Zhang arXiv_CV arXiv_CV  Reconstruction  Optimization  Regularization  Pose  PDF
• 2021-10-01 Preconditioned Plug-and-Play ADMM with Locally Adjustable Denoiser for Image Restoration    Mikael Le Pendu, Christine Guillemot arXiv_CV arXiv_CV  Restoration  Optimization  Regularization  Knowledge  Pose  Denoising  CNN  PDF
• 2021-10-01 Divergence-Regularized Multi-Agent Actor-Critic    Kefan Su, Zongqing Lu arXiv_AI arXiv_AI  Reinforcement_Learning  Regularization  Pose  PDF
• 2021-10-01 Offline Reinforcement Learning with Reverse Model-based Imagination    Jianhao Wang, Wenzhe Li, Haozhe Jiang, Guangxiang Zhu, Siyuan Li, Chongjie Zhang arXiv_AI arXiv_AI  Reinforcement_Learning  Regularization  Pose  PDF
• 2021-09-30 Introducing the DOME Activation Functions    Mohamed E. Hussein, Wael AbdAlmageed arXiv_AI arXiv_AI  Embedding  Regularization  Classification  PDF
• 2021-09-29 Robust Temporal Ensembling for Learning with Noisy Labels    Abel Brown, Benedikt Schifferer, Robert DiPietro arXiv_CV arXiv_CV  Regularization  PDF
• 2021-09-29 Cross-domain Semi-Supervised Audio Event Classification Using Contrastive Regularization    Donmoon Lee, Kyogu Lee arXiv_SD arXiv_SD  Regularization  Pose  Classification  PDF
• 2021-09-28 StereoSpike: Depth Learning with a Spiking Neural Network    Ulysse Rançon, Javier Cuadrado-Anibarro, Benoit R. Cottereau, Timothée Masquelier arXiv_AI arXiv_AI  Gradient_Descent  Regularization  Knowledge  Pose  Autonomous  Prediction  PDF
• 2021-09-28 A multi-stage semi-supervised improved deep embedded clustering method for bearing fault diagnosis under the situation of insufficient labeled samples    Tongda Sun, Gang Yu arXiv_AI arXiv_AI  Unsupervised  Regularization  Adversarial  Pose  CNN  PDF
• 2021-09-28 Delve into the Performance Degradation of Differentiable Architecture Search    Jiuling Zhang, Zhiming Ding arXiv_AI arXiv_AI  NAS  Optimization  Regularization  Pose  PDF
• 2021-09-27 Context-guided Triple Matching for Multiple Choice Question Answering    Xun Yao, Junlong Ma, Xinrong Hu, Junping Liu, Jie Yang, Wanqing Li arXiv_CL arXiv_CL  Regularization  Pose  QA  Matching  PDF
• 2021-09-24 Bringing Generalization to Deep Multi-view Detection    Jeet Vora, Swetanjal Dutta, Shyamgopal Karthik, Vineet Gandhi arXiv_CV arXiv_CV  Regularization  Pose  Deep_Learning  Detection  PDF
• 2021-09-24 DeepStroke: An Efficient Stroke Screening Framework for Emergency Rooms with Multimodal Adversarial Deep Learning    Tongan Cai, Haomiao Ni, Mingli Yu, Xiaolei Huang, Kelvin Wong, John Volpi, James Z. Wang, Stephen T.C. Wong arXiv_AI arXiv_AI  Regularization  Adversarial  Speech  Pose  Deep_Learning  Detection  PDF
• 2021-09-24 A Diversity-Enhanced and Constraints-Relaxed Augmentation for Low-Resource Classification    Guang Liu, Hailong Huang, Yuzhao Mao, Weiguo Gao, Xuan Li, Jianping Shen arXiv_CL arXiv_CL  Transformer  Regularization  Pose  Classification  Language_Model  PDF
• 2021-09-24 Regularization Guarantees Generalization in Bayesian Reinforcement Learning through Algorithmic Stability    Aviv Tamar, Daniel Soudry, Ev Zisselman arXiv_AI arXiv_AI  Reinforcement_Learning  Regularization  PDF
• 2021-09-23 Deep Learning with Kernel Flow Regularization for Time Series Forecasting    Mahdy Shirdel, Reza Asadi, Duc Do, Micheal Hintlian arXiv_AI arXiv_AI  RNN  Regularization  Deep_Learning  PDF
• 2021-09-23 Layered Neural Atlases for Consistent Video Editing    Yoni Kasten, Dolev Ofri, Oliver Wang, Tali Dekel arXiv_CV arXiv_CV  Reconstruction  Segmentation  Style_Transfer  3D  Regularization  Knowledge  Pose  PDF
• 2021-09-23 Recent Advances of Continual Learning in Computer Vision: An Overview    Haoxuan Qu, Hossein Rahmani, Li Xu, Bryan Williams, Jun Liu arXiv_CV arXiv_CV  Regularization  Knowledge  Review  PDF
• 2021-09-23 Orthogonal Graph Neural Networks    Kai Guo, Kaixiong Zhou, Xia Hu, Yu Li, Yi Chang, Xin Wang arXiv_AI arXiv_AI  Embedding  Regularization  Pose  Classification  Attention  CNN  PDF
• 2021-09-22 Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data    Dheeraj Mekala, Varun Gangal, Jingbo Shang arXiv_CL arXiv_CL  Zero-Shot  Text_Classification  Regularization  Pose  Face  Classification  Language_Model  PDF
• 2021-09-21 Beyond Discriminant Patterns: On the Robustness of Decision Rule Ensembles    Xin Du, Subramanian Ramamoorthy, Wouter Duivesteijn, Jin Tian, Mykola Pechenizkiy arXiv_AI arXiv_AI  Optimization  Regularization  Knowledge  Pose  PDF
• 2021-09-21 PDFNet: Pointwise Dense Flow Network for Urban-Scene Segmentation    Venkata Satya Sai Ajay Daliparthi arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  CNN  Autonomous  PDF
• 2021-09-21 Learning Interpretable Concept Groups in CNNs    Saurabh Varshneya (1), Antoine Ledent (1), Robert A. Vandermeulen (2), Yunwen Lei (3), Matthias Enders (4), Damian Borth (5), Marius Kloft (1) ((1) Technical University of Kaiserslautern, (2) Technical University of Berlin, (3) University of Birmingham, (4) NPZ Innovation GmbH, (5) University of St.Gallen, Switzerland) arXiv_CV arXiv_CV  Sparse  Regularization  Pose  Quantitative  PDF
• 2021-09-20 Balanced-MixUp for Highly Imbalanced Medical Image Classification    Adrian Galdran, Gustavo Carneiro, Miguel A. González Ballester arXiv_CV arXiv_CV  Regularization  Pose  Classification  Medical  Image_Classification  PDF
• 2021-09-20 Parameter Decoupling Strategy for Semi-supervised 3D Left Atrium Segmentation    Xuanting Hao, Shengbo Gao, Lijie Sheng, Jicong Zhang arXiv_CV arXiv_CV  Segmentation  3D  Regularization  Medical  Prediction  PDF
• 2021-09-20 Dynamic Gesture Recognition    Jonas Bokstaller, Costanza Maria Improta arXiv_AI arXiv_AI  Recognition  Gesture  RNN  Regularization  Action  CNN  Prediction  PDF
• 2021-09-20 An Optimal Control Framework for Joint-channel Parallel MRI Reconstruction without Coil Sensitivities    Wanyu Bian, Yunmei Chen, Xiaojing Ye arXiv_CV arXiv_CV  Reconstruction  Regularization  Pose  CNN  PDF
• 2021-09-20 Semi-supervised Dense Keypointsusing Unlabeled Multiview Images    Zhixuan Yu, Haozheng Yu, Long Sha, Sujoy Ganguly, Hyun Soo Park arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Regularization  Detection  Object_Detection  Matching  PDF
• 2021-09-20 Unsupervised Continual Learning in Streaming Environments    Andri Ashfahani, Mahardhika Pratama arXiv_AI arXiv_AI  Reconstruction  Embedding  Unsupervised  Regularization  Action  Deep_Learning  Autonomous  Prediction  PDF
• 2021-09-19 Towards robustness under occlusion for face recognition    Tomas M. Borges, Teofilo E. de Campos, Ricardo de Queiroz arXiv_AI arXiv_AI  Recognition  Inpainting  Regularization  Face  Face_Recognition  PDF
• 2021-09-18 Structured Pattern Pruning Using Regularization    Dongjun Park, Geung-Hee Lee arXiv_AI arXiv_AI  Regularization  Pose  Language_Model  PDF
• 2021-09-17 Task-adaptive Pre-training of Language Models with Word Embedding Regularization    Kosuke Nishida, Kyosuke Nishida, Sen Yoshida arXiv_CL arXiv_CL  Embedding  Regularization  Knowledge  Pose  Medical  Language_Model  PDF
• 2021-09-16 Regularized Training of Nearest Neighbor Language Models    Jean-Francois Ton, Walter Talbott, Shuangfei Zhai, Josh Susskind arXiv_CL arXiv_CL  Transformer  Regularization  Knowledge  Classification  Inference  Language_Model  PDF
• 2021-09-16 Semi-Supervised Visual Representation Learning for Fashion Compatibility    Ambareesh Revanur, Vijay Kumar, Deepthi Sharma arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Regularization  Pose  Action  Prediction  Matching  PDF
• 2021-09-16 Dense Pruning of Pointwise Convolutions in the Frequency Domain    Mark Buckler, Neil Adit, Yuwei Hu, Zhiru Zhang, Adrian Sampson arXiv_CV arXiv_CV  Sparse  Regularization  Knowledge  CNN  PDF
• 2021-09-15 Learning the Regularization in DCE-MR Image Reconstruction for Functional Imaging of Kidneys    Aziz Koçanaoğulları, Cemre Ariyurek, Onur Afacan, Sila Kurugol arXiv_CV arXiv_CV  Reconstruction  Image_Generation  Optimization  Regularization  Pose  Quantitative  PDF
• 2021-09-15 Sequence Length is a Domain: Length-based Overfitting in Transformer Models    Dušan Variš, Ondřej Bojar arXiv_CL arXiv_CL  Transformer  Regularization  PDF
• 2021-09-15 DROMO: Distributionally Robust Offline Model-based Policy Optimization    Ruizhen Liu, Dazhi Zhong, Zhicong Chen arXiv_AI arXiv_AI  Reinforcement_Learning  Optimization  Regularization  Pose  Action  PDF
• 2021-09-15 Adversarial Mixing Policy for Relaxing Locally Linear Constraints in Mixup    Guang Liu, Yuzhao Mao, Hailong Huang, Weiguo Gao, Xuan Li arXiv_CL arXiv_CL  Text_Classification  Regularization  Adversarial  Pose  Classification  GAN  PDF
• 2021-09-15 HM-DDP: A Hybrid Multiple-shooting Differential Dynamic Programming Method for Constrained Trajectory Optimization    Yunxi Tang, Xiangyu Chu, K. W. Samuel Au arXiv_RO arXiv_RO  Optimization  Regularization  Pose  Action  PDF
• 2021-09-15 ARCH: Efficient Adversarial Regularized Training with Caching    Simiao Zuo, Chen Liang, Haoming Jiang, Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Tuo Zhao arXiv_CL arXiv_CL  Regularization  Adversarial  Pose  PDF
• 2021-09-14 Hardware-aware Real-time Myocardial Segmentation Quality Control in Contrast Echocardiography    Dewen Zeng, Yukun Ding, Haiyun Yuan, Meiping Huang, Xiaowei Xu, Jian Zhuang, Jingtong Hu, Yiyu Shi arXiv_CV arXiv_CV  NAS  Segmentation  Regularization  Pose  Prediction  PDF
• 2021-09-14 Focus on Impact: Indoor Exploration with Intrinsic Motivation    Roberto Bigazzi, Federico Landi, Silvia Cascianelli, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara arXiv_AI arXiv_AI  Reinforcement_Learning  Regularization  Knowledge  Pose  Action  PDF
• 2021-09-14 Exploring the Connection between Knowledge Distillation and Logits Matching    Defang Chen, Can Wang, Yan Feng, Chun Chen arXiv_AI arXiv_AI  Regularization  Knowledge  Matching  PDF
• 2021-09-13 POPCORN: Progressive Pseudo-labeling with Consistency Regularization and Neighboring    Reda Abdellah Kamraoui, Vinh-Thong Ta, Nicolas Papadakis, Fanny Compaire, José V Manjon, Pierrick Coupé arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  Medical  PDF
• 2021-09-13 Learning Constraints and Descriptive Segmentation for Subevent Detection    Haoyu Wang, Hongming Zhang, Muhao Chen, Dan Roth arXiv_CL arXiv_CL  Segmentation  Regularization  Pose  Detection  Inference  Prediction  PDF
• 2021-09-13 On the Sins of Image Synthesis Loss for Self-supervised Depth Estimation    Zhaoshuo Li, Nathan Drenkow, Hao Ding, Andy S. Ding, Alexander Lu, Francis X. Creighton, Russell H. Taylor, Mathias Unberath arXiv_CV arXiv_CV  3D  Regularization  Self-Supervised  Survey  Attention  Medical  Prediction  PDF
• 2021-09-13 HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation    Yijun Yang, Shujun Wang, Pheng-Ann Heng, Lequan Yu arXiv_CV arXiv_CV  Segmentation  Regularization  Knowledge  Pose  Medical  PDF
• 2021-09-13 Spatial and Semantic Consistency Regularizations for Pedestrian Attribute Recognition    Jian Jia, Xiaotang Chen, Kaiqi Huang arXiv_CV arXiv_CV  Surveillance  Recognition  Regularization  Pose  Relation  Attention  PDF
• 2021-09-12 Facial Anatomical Landmark Detection using Regularized Transfer Learning with Application to Fetal Alcohol Syndrome Recognition    Zeyu Fu, Jianbo Jiao, Michael Suttie, J. Alison Noble arXiv_CV arXiv_CV  Transfer_Learning  Facial_Landmark  Recognition  Optimization  Regularization  Knowledge  Pose  Classification  Deep_Learning  Detection  Attention  Matching  PDF
• 2021-09-11 Contrastive Quantization with Code Memory for Unsupervised Image Retrieval    Jinpeng Wang, Ziyun Zeng, Bin Chen, Tao Dai, Shu-Tao Xia arXiv_AI arXiv_AI  Reconstruction  Unsupervised  Quantization  Image_Retrieval  Regularization  Contrastive_Learning  PDF
• 2021-09-11 Speaker-Oriented Latent Structures for Dialogue-Based Relation Extraction    Guoshun Nan, Guoqing Luo, Sicong Leng, Yao Xiao, Wei Lu arXiv_CL arXiv_CL  Regularization  Pose  Action  Relation  Relation_Extraction  PDF
• 2021-09-10 On the Compression of Neural Networks Using $ell_0$-Norm Regularization and Weight Pruning    Felipe Dennis de Resende Oliveira, Eduardo Luiz Ortiz Batista, Rui Seara arXiv_AI arXiv_AI  Sparse  Regularization  Pose  Inference  PDF
• 2021-09-10 Exophoric Pronoun Resolution in Dialogues with Topic Regularization    Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu arXiv_CL arXiv_CL  Regularization  Pose  PDF
• 2021-09-10 Improving Multilingual Translation by Representation and Gradient Regularization    Yilin Yang, Akiko Eriguchi, Alexandre Muzio, Prasad Tadepalli, Stefan Lee, Hany Hassan arXiv_AI arXiv_AI  Zero-Shot  Regularization  Pose  NMT  Prediction  PDF
• 2021-09-10 Enhancing Unsupervised Anomaly Detection with Score-Guided Network    Zongyuan Huang, Baohua Zhang, Guoqiang Hu, Longyuan Li, Yanyan Xu, Yaohui Jin arXiv_AI arXiv_AI  Unsupervised  Regularization  Pose  Face  Detection  Attention  PDF
• 2021-09-09 SPECTRA: Sparse Structured Text Rationalization    Nuno Miguel Guerreiro, André F. T. Martins arXiv_CL arXiv_CL  Sparse  Regularization  Action  Classification  Attention  Inference  PDF
• 2021-09-09 Robust single- and multi-loudspeaker least-squares-based equalization for hearing devices    Henning Schepker, Florian Denk, Birger Kollmeier, Simon Doclo arXiv_SD arXiv_SD  Regularization  Pose  PDF
• 2021-09-09 Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning    Prasetya Ajie Utama, Nafise Sadat Moosavi, Victor Sanh, Iryna Gurevych arXiv_AI arXiv_AI  Zero-Shot  Regularization  Knowledge  Classification  Few-Shot  Inference  Language_Model  PDF
• 2021-09-07 Fishr: Invariant Gradient Variances for Out-of-distribution Generalization    Alexandre Rame, Corentin Dancette, Matthieu Cord arXiv_AI arXiv_AI  Regularization  Pose  Relation  PDF
• 2021-09-07 MRI Reconstruction Using Deep Energy-Based Model    Yu Guan, Zongjiang Tu, Shanshan Wang, Qiegen Liu, Yuhao Wang, Dong Liang arXiv_CV arXiv_CV  Reconstruction  Optimization  Regularization  Adversarial  Pose  Deep_Learning  Inference  PDF
• 2021-09-05 Cluster-Promoting Quantization with Bit-Drop for Minimizing Network Quantization Loss    Jung Hyun Lee, Jihun Yun, Sung Ju Hwang, Eunho Yang arXiv_CV arXiv_CV  Quantization  Regularization  Pose  PDF
• 2021-09-03 How Reliable Are Out-of-Distribution Generalization Methods for Medical Image Segmentation?    Antoine Sanner, Camila Gonzalez, Anirban Mukhopadhyay arXiv_CV arXiv_CV  Segmentation  Regularization  Deep_Learning  GAN  Medical  Prediction  PDF
• 2021-09-03 Towards Learning Spatially Discriminative Feature Representations    Chaofei Wang, Jiayu Xiao, Yizeng Han, Qisen Yang, Shiji Song, Gao Huang arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Knowledge  Pose  Classification  Image_Classification  Matching  PDF
• 2021-09-02 Characterizing possible failure modes in physics-informed neural networks    Aditi S. Krishnapriyan, Amir Gholami, Shandian Zhe, Robert M. Kirby, Michael W. Mahoney arXiv_AI arXiv_AI  Regularization  Knowledge  Pose  Action  PDF
• 2021-09-02 Tree-Constrained Graph Neural Networks For Argument Mining    Federico Ruggeri, Marco Lippi, Paolo Torroni arXiv_AI arXiv_AI  Embedding  Regularization  Pose  Classification  PDF
• 2021-09-02 VIbCReg: Variance-Invariance-better-Covariance Regularization for Self-Supervised Learning on Time Series    Daesoo Lee (1), Erlend Aune (1 and 2) ((1) Norwegian University of Science and Technology, (2) BI Norwegian Business School) arXiv_AI arXiv_AI  Image_Caption  Regularization  Self-Supervised  Pose  Classification  PDF
• 2021-09-01 An End-to-End learnable Flow Regularized Model for Brain Tumor Segmentation    Yan Shen, Zhanghexuan Ji, Mingchen Gao arXiv_CV arXiv_CV  Segmentation  Optimization  Regularization  Pose  Quantitative  Contour  Medical  Inference  PDF
• 2021-09-01 Memory-Free Generative Replay For Class-Incremental Learning    Xiaomeng Xin, Yiran Zhong, Yunzhong Hou, Jinjun Wang, Liang Zheng arXiv_CV arXiv_CV  Regularization  Knowledge  Pose  PDF
• 2021-09-01 Catastrophic Interference in Reinforcement Learning: A Solution Based on Context Division and Knowledge Distillation    Tiantian Zhang, Xueqian Wang, Bin Liang, Bo Yuan arXiv_AI arXiv_AI  Reinforcement_Learning  Regularization  Knowledge  CNN  PDF
• 2021-09-01 Spatio-Temporal Perturbations for Video Attribution    Zhenqiang Li, Weimin Wang, Zuoyue Li, Yifei Huang, Yoichi Sato arXiv_CV arXiv_CV  Video_Caption  3D  Regularization  Pose  CNN  PDF
• 2021-08-31 ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets    Vitaliy Kinakh, Olga Taran, Svyatoslav Voloshynovskiy arXiv_CV arXiv_CV  Regularization  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2021-08-31 How Does Adversarial Fine-Tuning Benefit BERT?    Javid Ebrahimi, Hao Yang, Wei Zhang arXiv_AI arXiv_AI  Transfer_Learning  Bert  Regularization  Adversarial  Language_Model  PDF
• 2021-08-29 DropAttack: A Masked Weight Adversarial Training Method to Improve Generalization of Neural Networks    Shiwen Ni, Jiawen Li, Hung-Yu Kao arXiv_AI arXiv_AI  Embedding  Regularization  Adversarial  Pose  PDF
• 2021-08-27 A Framework for Supervised Heterogeneous Transfer Learning using Dynamic Distribution Adaptation and Manifold Regularization    Md Geaur Rahman, Md Zahidul Islam arXiv_AI arXiv_AI  Transfer_Learning  Regularization  Knowledge  Pose  PDF
• 2021-08-27 FOVEA: Foveated Image Magnification for Autonomous Navigation    Chittesh Thavamani, Mengtian Li, Nicolas Cebron, Deva Ramanan arXiv_CV arXiv_CV  Regularization  Pose  Detection  Object_Detection  Attention  Autonomous  Prediction  PDF
• 2021-08-26 Quadratic mutual information regularization in real-time deep CNN models    Maria Tzelepi, Anastasios Tefas arXiv_CV arXiv_CV  Regularization  Pose  Classification  CNN  Autonomous  PDF
• 2021-08-26 Deep learning based dictionary learning and tomographic image reconstruction    Jevgenija Rudzusika, Thomas Koehler, Ozan Öktem arXiv_CV arXiv_CV  Reconstruction  Optimization  Sparse  Regularization  Deep_Learning  PDF
• 2021-08-24 Unsupervised Depth Completion with Calibrated Backprojection Layers    Alex Wong, Stefano Soatto arXiv_AI arXiv_AI  Unsupervised  Point_Cloud  3D  Sparse  Regularization  Pose  Inference  PDF
• 2021-08-22 DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network    Junkang Wu, Wentao Shi, Xuezhi Cao, Jiawei Chen, Wenqiang Lei, Fuzheng Zhang, Wei Wu, Xiangnan He arXiv_AI arXiv_AI  Embedding  Regularization  Knowledge  Knowledge_Graph  Pose  Deep_Learning  Relation  Attention  PDF
• 2021-08-21 SERF: Towards better training of deep neural networks using log-Softplus ERror activation Function    Sayan Nag, Mayukh Bhattacharyya arXiv_AI arXiv_AI  Sentiment_Classification  Optimization  Regularization  Pose  Classification  Detection  Relation  Sentiment  Object_Detection  Image_Classification  PDF
• 2021-08-21 A Novel Solution of an Elastic Net Regularization for Dementia Knowledge Discovery using Deep Learning    Kshitiz Shrestha, Omar Hisham Alsadoon, Abeer Alsadoon, Tarik A. Rashid, Rasha S. Ali, P.W.C. Prasad, Oday D. Jerew arXiv_CV arXiv_CV  Regularization  Knowledge  Pose  Action  Classification  Deep_Learning  CNN  Image_Classification  Prediction  PDF
• 2021-08-21 ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators    Qixing Huang, Xiangru Huang, Bo Sun, Zaiwei Zhang, Junfeng Jiang, Chandrajit Bajaj arXiv_AI arXiv_AI  Unsupervised  Regularization  Pose  PDF
• 2021-08-21 SemiFed: Semi-supervised Federated Learning with Consistency and Pseudo-Labeling    Haowen Lin, Jian Lou, Li Xiong, Cyrus Shahabi arXiv_CV arXiv_CV  Regularization  Pose  GAN  Prediction  PDF
• 2021-08-20 Geometry-Aware Self-Training for Unsupervised Domain Adaptationon Object Point Clouds    Longkun Zou, Hui Tang, Ke Chen, Kui Jia arXiv_CV arXiv_CV  Unsupervised  Point_Cloud  Represenation_Learning  Regularization  Self-Supervised  Pose  Classification  PDF
• 2021-08-19 PatchMatch-RL: Deep MVS with Pixelwise Depth, Normal, and Visibility    Jae Yong Lee, Joseph DeGol, Chuhang Zou, Derek Hoiem arXiv_CV arXiv_CV  Reinforcement_Learning  3D  Optimization  Sparse  Regularization  Pose  PDF
• 2021-08-19 Augmenting Implicit Neural Shape Representations with Explicit Deformation Fields    Matan Atzmon, David Novotny, Andrea Vedaldi, Yaron Lipman arXiv_CV arXiv_CV  Reconstruction  Regularization  Pose  PDF
• 2021-08-19 A Unified Objective for Novel Class Discovery    Enrico Fini, Enver Sangineto, Stéphane Lathuilière, Zhun Zhong, Moin Nabi, Elisa Ricci arXiv_CV arXiv_CV  Unsupervised  Regularization  Knowledge  Pose  Classification  PDF
• 2021-08-19 MvSR-NAT: Multi-view Subset Regularization for Non-Autoregressive Machine Translation    Pan Xie, Zexian Li, Xiaohui Hu arXiv_CL arXiv_CL  Transformer  Regularization  Language_Model  Prediction  PDF
• 2021-08-18 Confidence Adaptive Regularization for Deep Learning with Noisy Labels    Yangdi Lu, Yang Bo, Wenbo He arXiv_CV arXiv_CV  Regularization  Pose  Deep_Learning  PDF
• 2021-08-17 Appearance Based Deep Domain Adaptation for the Classification of Aerial Images    Dennis Wittich, Franz Rottensteiner arXiv_CV arXiv_CV  Unsupervised  Regularization  Adversarial  Pose  Classification  PDF
• 2021-08-17 Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation    Yuxiang Wei, Yupeng Shi, Xiao Liu, Zhilong Ji, Yuan Gao, Zhongqin Wu, Wangmeng Zuo arXiv_CV arXiv_CV  Unsupervised  Regularization  Pose  Quantitative  GAN  PDF
• 2021-08-17 PR-RRN: Pairwise-Regularized Residual-Recursive Networks for Non-rigid Structure-from-Motion    Haitian Zeng, Yuchao Dai, Xin Yu, Xiaohan Wang, Yi Yang arXiv_CV arXiv_CV  Reconstruction  3D  Regularization  Pose  PDF
• 2021-08-17 Instabilities in Plug-and-Play algorithms from a learned denoiser    Abinash Nayak arXiv_CV arXiv_CV  3D  Regularization  Pose  PDF
• 2021-08-16 Towards Efficient and Data Agnostic Image Classification Training Pipeline for Embedded Systems    Kirill Prokofiev, Vladislav Sovrasov arXiv_CV arXiv_CV  Regularization  Review  Classification  Deep_Learning  Image_Classification  PDF
• 2021-08-15 CPNet: Cycle Prototype Network for Weakly-supervised 3D Renal Compartments Segmentation on CT Images    Song Wang, Yuting He, Youyong Kong, Xiaomei Zhu, Shaobo Zhang, Pengfei Shao, Jean-Louis Dillenseger, Jean-Louis Coatrieux, Shuo Li, Guanyu Yang arXiv_CV arXiv_CV  Segmentation  3D  Weakly_Supervised  Regularization  Knowledge  Pose  Action  PDF
• 2021-08-14 Unsupervised Disentanglement without Autoencoding: Pitfalls and Future Directions    Andrea Burns, Aaron Sarna, Dilip Krishnan, Aaron Maschinot arXiv_CV arXiv_CV  Unsupervised  Optimization  Represenation_Learning  Regularization  Contrastive_Learning  PDF
• 2021-08-12 Logit Attenuating Weight Normalization    Aman Gupta, Rohan Ramanath, Jun Shi, Anika Ramachandran, Sirou Zhou, Mingzhou Zhou, S. Sathiya Keerthi arXiv_AI arXiv_AI  Regularization  Pose  Classification  Image_Classification  Recommendation  PDF
• 2021-08-12 DIODE: Dilatable Incremental Object Detection    Can Peng, Kun Zhao, Sam Maksoud, Tianren Wang, Brian C. Lovell arXiv_CV arXiv_CV  Regularization  Knowledge  Deep_Learning  Detection  Object_Detection  PDF
• 2021-08-10 On the Effect of Pruning on Adversarial Robustness    Artur Jordao, Helio Pedrini arXiv_CV arXiv_CV  Regularization  Adversarial  CNN  PDF
• 2021-08-10 Multi-Factors Aware Dual-Attentional Knowledge Tracing    Moyu Zhang (1), Xinning Zhu (1), Chunhong Zhang (1), Yang Ji (1), Feng Pan (1), Changchuan Yin (1) ((1) Beijing University of Posts and Telecommunications) arXiv_AI arXiv_AI  Regularization  Knowledge  Pose  Action  Relation  Attention  Prediction  PDF
• 2021-08-10 Automated Audio Captioning using Transfer Learning and Reconstruction Latent Space Similarity Regularization    Andrew Koh, Fuzhao Xue, Eng Siong Chng arXiv_CL arXiv_CL  Reconstruction  Embedding  Transfer_Learning  Regularization  Self-Supervised  Pose  Caption  PDF
• 2021-08-10 Iterative Self-consistent Parallel Magnetic Resonance Imaging Reconstruction based on Nonlocal Low-Rank Regularization    Ting Pan, Jizhong Duan, Junfeng Wang, Yu Liu arXiv_CV arXiv_CV  Reconstruction  Regularization  Pose  PDF
• 2021-08-09 Selective Light Field Refocusing for Camera Arrays Using Bokeh Rendering and Superresolution    Yingqian Wang, Jungang Yang, Yulan Guo, Chao Xiao, Wei An arXiv_CV arXiv_CV  Reconstruction  Regularization  Pose  PDF
• 2021-08-09 Complementary Patch for Weakly Supervised Semantic Segmentation    Fei Zhang, Chaochen Gu, Chenyue Zhang, Yuchao Dai arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Weakly_Supervised  Regularization  Pose  Relation  PDF
• 2021-08-09 Regularizing Nighttime Weirdness: Efficient Self-supervised Monocular Depth Estimation in the Dark    Kun Wang, Zhenyu Zhang, Zhiqiang Yan, Xiang Li, Baobei Xu, Jun Li, Jian Yang arXiv_CV arXiv_CV  Enhancement  Regularization  Knowledge  Self-Supervised  Pose  Image_Enhancement  Attention  PDF
• 2021-08-09 AA-RMVSNet: Adaptive Aggregation Recurrent Multi-view Stereo Network    Zizhuang Wei, Qingtian Zhu, Chen Min, Yisong Chen, Guoping Wang arXiv_CV arXiv_CV  Reconstruction  3D  RNN  Regularization  Pose  Face  PDF
• 2021-08-09 P-WAE: Generalized Patch-Wasserstein Autoencoder for Anomaly Screening    Yurong Chen arXiv_AI arXiv_AI  Reconstruction  Bert  Regularization  Pose  Detection  Inference  PDF
• 2021-08-09 Learning Joint Embedding with Modality Alignments for Cross-Modal Retrieval of Recipes and Food Images    Zhongwei Xie, Ling Liu, Lin Li, Luo Zhong arXiv_CV arXiv_CV  Embedding  Optimization  RNN  Image_Retrieval  Regularization  Pose  Action  Language_Model  PDF
• 2021-08-06 Adapting Segmentation Networks to New Domains by Disentangling Latent Representations    Francesco Barbato, Umberto Michieli, Marco Toldo, Pietro Zanuttigh arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Optimization  Regularization  Knowledge  Pose  Deep_Learning  Matching  PDF
• 2021-08-06 Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature Learning    Yan Bai, Jile Jiao, Shengsen Wu, Yihang Lou, Jun Liu, Xuetao Feng, Ling-Yu Duan arXiv_CV arXiv_CV  Embedding  Optimization  Regularization  Pose  Face  Action  PDF
• 2021-08-05 Sketch Your Own GAN    Sheng-Yu Wang, David Bau, Jun-Yan Zhu arXiv_CV arXiv_CV  Sketch  Regularization  Knowledge  Adversarial  Pose  Deep_Learning  GAN  PDF
• 2021-08-05 Video Contrastive Learning with Global Context    Haofei Kuang, Yi Zhu, Zhi Zhang, Xinyu Li, Joseph Tighe, Sören Schwertfeger, Cyrill Stachniss, Mu Li arXiv_AI arXiv_AI  Image_Caption  Represenation_Learning  Regularization  Self-Supervised  Action_Localization  Pose  Contrastive_Learning  Action  Classification  Video_Retrieval  PDF
• 2021-08-05 Rotaflip: A New CNN Layer for Regularization and Rotational Invariance in Medical Images    Juan P. Vigueras-Guillén, Joan Lasenby, Frank Seeliger arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  Classification  Medical  CNN  PDF
• 2021-08-05 Tikhonov Regularization of Circle-Valued Signals    Laurent Condat arXiv_CV arXiv_CV  Regularization  Pose  PDF
• 2021-08-05 IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID    Yongxing Dai, Jun Liu, Yifan Sun, Zekun Tong, Chi Zhang, Ling-Yu Duan arXiv_CV arXiv_CV  Person_Re-identification  Unsupervised  Regularization  Knowledge  Pose  Re-identification  Prediction  PDF
• 2021-08-05 Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation    Duo Peng, Yinjie Lei, Lingqiao Liu, Pingping Zhang, Jun Liu arXiv_CV arXiv_CV  Image_Caption  Segmentation  Semantic_Segmentation  Regularization  Pose  CNN  PDF
• 2021-08-04 An Operator-Splitting Method for the Gaussian Curvature Regularization Model with Applications in Surface Smoothing and Imaging    Hao Liu, Xue-Cheng Tai, Roland Glowinski arXiv_CV arXiv_CV  Optimization  Regularization  Pose  Face  Action  Denoising  PDF
• 2021-08-04 Internal Video Inpainting by Implicit Long-range Propagation    Hao Ouyang, Tengfei Wang, Qifeng Chen arXiv_CV arXiv_CV  Inpainting  Regularization  Pose  Quantitative  CNN  Optical_Flow  PDF
• 2021-08-04 FPB: Feature Pyramid Branch for Person Re-Identification    Suofei Zhang, Zirui Yin, Xiofu Wu, Kun Wang, Quan Zhou, Bin Kang arXiv_CV arXiv_CV  Embedding  Person_Re-identification  Regularization  Knowledge  Pose  Detection  Object_Detection  Attention  Re-identification  PDF
• 2021-08-04 Learning Barrier Certificates: Towards Safe Reinforcement Learning with Zero Training-time Violations    Yuping Luo, Tengyu Ma arXiv_AI arXiv_AI  Reinforcement_Learning  Regularization  Knowledge  Adversarial  Pose  PDF
• 2021-08-03 Situational Fusion of Visual Representation for Visual Navigation    Bokui Shen, Danfei Xu, Yuke Zhu, Leonidas J. Guibas, Li Fei-Fei, Silvio Savarese arXiv_CV arXiv_CV  Regularization  Pose  Action  PDF
• 2021-08-03 Region-wise Loss for Biomedical Image Segmentation    Juan Miguel Valverde, Jussi Tohka arXiv_CV arXiv_CV  Segmentation  Optimization  Regularization  Pose  Contour  Medical  PDF
• 2021-08-03 Dialogue Summarization with Supporting Utterance Flow Modeling and Fact Regularization    Wang Chen, Piji Li, Hou Pong Chan, Irwin King arXiv_CL arXiv_CL  Regularization  Pose  Summarization  Inference  PDF
• 2021-08-02 Correcting Arabic Soft Spelling Mistakes using BiLSTM-based Machine Learning    Gheith A. Abandah, Ashraf Suyyagh, Mohammed Z. Khedher arXiv_CL arXiv_CL  RNN  Regularization  Pose  PDF
• 2021-08-02 Distributed Attention for Grounded Image Captioning    Nenglun Chen, Xingjia Pan, Runnan Chen, Lei Yang, Zhiwen Lin, Yuqiang Ren, Haolei Yuan, Xiaowei Guo, Feiyue Huang, Wenping Wang arXiv_CV arXiv_CV  Image_Caption  Weakly_Supervised  Regularization  Pose  Attention  Caption  PDF
• 2021-07-31 Learning with Noisy Labels via Sparse Regularization    Xiong Zhou, Xianming Liu, Chenyang Wang, Deming Zhai, Junjun Jiang, Xiangyang Ji arXiv_CV arXiv_CV  Optimization  Sparse  Regularization  Pose  PDF
• 2021-07-29 Tasks Structure Regularization in Multi-Task Learning for Improving Facial Attribute Prediction    Fariborz Taherkhani, Ali Dabouei, Sobhan Soleymani, Jeremy Dawson, Nasser M. Nasrabadi arXiv_CV arXiv_CV  Regularization  Knowledge  CNN  Prediction  PDF
• 2021-07-28 Towards Robustness Against Natural Language Word Substitutions    Xinshuai Dong, Anh Tuan Luu, Rongrong Ji, Hong Liu arXiv_CL arXiv_CL  Sparse  Regularization  Adversarial  Pose  Sentiment  Inference  PDF
• 2021-07-28 Graph Constrained Data Representation Learning for Human Motion Segmentation    Mariella Dimiccoli, Lluís Garrido, Guillem Rodriguez-Corominas, Herwig Wendt arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Represenation_Learning  Regularization  Knowledge  Pose  PDF
• 2021-07-28 Spatial Uncertainty-Aware Semi-Supervised Crowd Counting    Yanda Meng, Hongrun Zhang, Yitian Zhao, Xiaoyun Yang, Xuesheng Qian, Xiaowei Huang, Yalin Zheng arXiv_AI arXiv_AI  Segmentation  Regularization  Pose  Attention  Prediction  PDF
• 2021-07-28 DeepTeeth: A Teeth-photo Based Human Authentication System for Mobile and Hand-held Devices    Geetika Arora, Rohit K Bharadwaj, Kamlesh Tiwari arXiv_CV arXiv_CV  Embedding  Regularization  Pose  Classification  Deep_Learning  Few-Shot  PDF
• 2021-07-27 Continual Learning with Neuron Activation Importance    Sohee Kim, Seungkyu Lee arXiv_CV arXiv_CV  Regularization  Knowledge  Pose  Classification  PDF
• 2021-07-26 Continental-Scale Building Detection from High Resolution Satellite Imagery    Wojciech Sirko, Sergii Kashubin, Marvin Ritter, Abigail Annkah, Yasser Salah Edine Bouchareb, Yann Dauphin, Daniel Keysers, Maxim Neumann, Moustapha Cisse, John Quinn arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  Detection  PDF
• 2021-07-25 Lung Cancer Risk Estimation with Incomplete Data: A Joint Missing Imputation Perspective    Riqiang Gao, Yucheng Tang, Kaiwen Xu, Ho Hin Lee, Steve Deppen, Kim Sandler, Pierre Massion, Thomas A. Lasko, Yuankai Huo, Bennett A. Landman arXiv_CV arXiv_CV  Regularization  Knowledge  Adversarial  Pose  GAN  Prediction  PDF
• 2021-07-25 Deep Learning-based Frozen Section to FFPE Translation    Kutsev Bengisu Ozyoruk, Sermet Can, Guliz Irem Gokceler, Kayhan Basak, Derya Demir, Gurdeniz Serin, Uguray Payam Hacisalihoglu, Berkan Darbaz, Ming Y. Lu, Tiffany Y. Chen, Drew F. K. Williamson, Funda Yilmaz, Faisal Mahmood, Mehmet Turan arXiv_CV arXiv_CV  Embedding  Regularization  Pose  Deep_Learning  Attention  PDF
• 2021-07-23 Similarity Based Label Smoothing For Dialogue Generation    Sougata Saha, Souvik Das, Rohini Srihari arXiv_AI arXiv_AI  Regularization  Pose  PDF
• 2021-07-23 Text Classification and Clustering with Annealing Soft Nearest Neighbor Loss    Abien Fred Agarap arXiv_CL arXiv_CL  Text_Classification  Represenation_Learning  Regularization  Classification  PDF
• 2021-07-23 Domain Adaptive Video Segmentation via Temporal Consistency Regularization    Dayan Guan, Jiaxing Huang, Aoran Xiao, Shijian Lu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Adversarial  Pose  Prediction  PDF
• 2021-07-21 Training Electric Vehicle Charging Controllers with Imitation Learning    Martin Pilát arXiv_AI arXiv_AI  Optimization  Regularization  PDF
• 2021-07-21 Memorization in Deep Neural Networks: Does the Loss Function matter?    Deep Patel, P.S. Sastry arXiv_CV arXiv_CV  Regularization  Pose  PDF
• 2021-07-21 An overview of mixing augmentation methods and augmentation strategies    Dominik Lewy, Jacek Mańdziuk arXiv_CV arXiv_CV  Regularization  Review  Survey  Quantitative  CNN  PDF
• 2021-07-21 CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision    Zhongyang Li, Xiao Ding, Kuo Liao, Ting Liu, Bing Qin arXiv_CL arXiv_CL  Embedding  Bert  Regularization  Knowledge  Pose  Classification  Inference  QA  PDF
• 2021-07-20 Learning ULMFiT and Self-Distillation with Calibration for Medical Dialogue System    Shuang Ao, Xeno Acharya arXiv_CL arXiv_CL  Transfer_Learning  Regularization  Knowledge  Pose  Deep_Learning  Relation  GAN  Medical  Language_Model  PDF
• 2021-07-20 Edge of chaos as a guiding principle for modern neural network training    Lin Zhang, Ling Feng, Kan Chen, Choy Heng Lai arXiv_AI arXiv_AI  Gradient_Descent  Regularization  Relation  PDF
• 2021-07-20 Locality-aware Channel-wise Dropout for Occluded Face Recognition    Mingjie He, Jie Zhang, Shiguang Shan, Xiao Liu, Zhongqin Wu, Xilin Chen arXiv_CV arXiv_CV  Recognition  Regularization  Pose  Face  Face_Recognition  Attention  GAN  PDF
• 2021-07-19 Non-binary deep transfer learning for imageclassification    Jo Plested, Xuyang Shen, Tom Gedeon arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Classification  Image_Classification  Recommendation  PDF
• 2021-07-14 Training Compact CNNs for Image Classification using Dynamic-coded Filter Fusion    Mingbao Lin, Rongrong Ji, Bohong Chen, Fei Chao, Jianzhuang Liu, Wei Zeng, Yonghong Tian, Qi Tian arXiv_AI arXiv_AI  Sparse  Regularization  Pose  Classification  Image_Classification  PDF
• 2021-07-14 Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More    Johannes Klicpera, Marten Lienen, Stephan Günnemann arXiv_CL arXiv_CL  Embedding  Unsupervised  Sparse  Regularization  Pose  Deep_Learning  PDF
• 2021-07-13 Generative Adversarial Learning via Kernel Density Discrimination    Abdelhak Lemkhenter, Adam Bielski, Alp Eren Sari, Paolo Favaro arXiv_CV arXiv_CV  Optimization  Regularization  Adversarial  Pose  Contrastive_Learning  Relation  GAN  PDF
• 2021-07-13 Cautious Policy Programming: Exploiting KL Regularization in Monotonic Policy Improvement for Reinforcement Learning    Lingwei Zhu, Toshinori Kitamura, Takamitsu Matsubara arXiv_AI arXiv_AI  Reinforcement_Learning  Regularization  Pose  PDF
• 2021-07-12 Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task    Yun Tang, Juan Pino, Xian Li, Changhan Wang, Dmitriy Genzel arXiv_CL arXiv_CL  Regularization  Knowledge  Speech  Pose  Attention  PDF
• 2021-07-12 Bayesian Atlas Building with Hierarchical Priors for Subject-specific Regularization    Jian Wang, Miaomiao Zhang arXiv_CV arXiv_CV  3D  Regularization  PDF
• 2021-07-12 HEMP: High-order Entropy Minimization for neural network comPression    Enzo Tartaglione, Stéphane Lathuilière, Attilio Fiandrotti, Marco Cagnazzo, Marco Grangetto arXiv_AI arXiv_AI  Quantization  Gradient_Descent  Regularization  PDF
• 2021-07-12 Cautious Actor-Critic    Lingwei Zhu, Toshinori Kitamura, Takamitsu Matsubara arXiv_AI arXiv_AI  Regularization  Pose  PDF
• 2021-07-11 SGD: The Role of Implicit Regularization, Batch-size and Multiple-epochs    Satyen Kale, Ayush Sekhari, Karthik Sridharan arXiv_AI arXiv_AI  Gradient_Descent  Optimization  Regularization  Deep_Learning  PDF
• 2021-07-10 Dense-Sparse Deep CNN Training for Image Denoising    Basit O. Alawode, Mudassir Masood, Tarig Ballal, Tareq Al-Naffouri arXiv_AI arXiv_AI  3D  Sparse  Regularization  Deep_Learning  Denoising  CNN  PDF
• 2021-07-10 Propagation-aware Social Recommendation by Transfer Learning    Haodong Chang, Yabo Chu arXiv_AI arXiv_AI  Transfer_Learning  Regularization  Knowledge  Pose  Action  Relation  Attention  Recommendation  PDF
• 2021-07-10 Noise Stability Regularization for Improving BERT Fine-tuning    Hang Hua, Xingjian Li, Dejing Dou, Cheng-Zhong Xu, Jiebo Luo arXiv_CL arXiv_CL  Bert  Regularization  Pose  Language_Model  PDF
• 2021-07-09 ViTGAN: Training GANs with Vision Transformers    Kwonjoon Lee, Huiwen Chang, Lu Jiang, Han Zhang, Zhuowen Tu, Ce Liu arXiv_CV arXiv_CV  Transformer  Recognition  Regularization  Adversarial  Attention  GAN  PDF
• 2021-07-09 Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation    Jian Luo, Jianzong Wang, Ning Cheng, Jing Xiao arXiv_SD arXiv_SD  Transformer  Recognition  Regularization  Speech  Self-Supervised  Pose  Classification  Attention  PDF
• 2021-07-07 Regularization-based Continual Learning for Fault Prediction in Lithium-Ion Batteries    Benjamin Maschler, Sophia Tatiyosyan, Michael Weyrich arXiv_AI arXiv_AI  Regularization  Knowledge  Medical  Prediction  PDF
• 2021-07-07 Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification    Xiaohan Xing, Yuenan Hou, Hang Li, Yixuan Yuan, Hongsheng Li, Max Q.-H. Meng arXiv_CV arXiv_CV  Regularization  Knowledge  Pose  Classification  Relation  Medical  Image_Classification  PDF
• 2021-07-07 Learning Invariant Representation with Consistency and Diversity for Semi-supervised Source Hypothesis Transfer    Xiaodong Wang, Junbao Zhuo, Shuhao Cui, Shuhui Wang arXiv_CV arXiv_CV  Unsupervised  Regularization  Pose  Classification  Prediction  PDF
• 2021-07-06 Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation    Yufei Wang, Haoliang Li, Lap-pui Chau, Alex C. Kot arXiv_AI arXiv_AI  Segmentation  Reinforcement_Learning  Regularization  Knowledge  Pose  Classification  CNN  Image_Classification  PDF
• 2021-07-06 Double-Uncertainty Assisted Spatial and Temporal Regularization Weighting for Learning-based Registration    Zhe Xu, Jie Luo, Donghuan Lu, Jiangpeng Yan, Jayender Jagadeesan, William Wells III, Sarah Frisken, Kai Ma, Yefeng Zheng, Raymond Kai-yu Tong arXiv_CV arXiv_CV  Regularization  Pose  Prediction  PDF
• 2021-07-05 Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning Models    Mingyue Han, Yinglin Wang arXiv_CL arXiv_CL  Regularization  Language_Model  PDF
• 2021-07-05 A contextual analysis of multi-layer perceptron models in classifying hand-written digits and letters: limited resources    Tidor-Vlad Pricope arXiv_CV arXiv_CV  Regularization  Action  PDF
• 2021-07-03 A study of CNN capacity applied to Left Venticle Segmentation in Cardiac MRI    Marcelo Toledo, Daniel Lima, José Krieger, Marco Gutierrez arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  CNN  PDF
• 2021-07-01 Unsupervised Image Segmentation by Mutual Information Maximization and Adversarial Regularization    S. Ehsan Mirsadeghi, Ali Royat, Hamid Rezatofighi arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Regularization  Adversarial  Pose  Autonomous  PDF
• 2021-07-01 StableEmit: Selection Probability Discount for Reducing Emission Latency of Streaming Monotonic Attention ASR    Hirofumi Inaguma, Tatsuya Kawahara arXiv_CL arXiv_CL  Recognition  RNN  Regularization  Speech  Pose  Boundary_Detection  Detection  Attention  Speech_Recognition  PDF
• 2021-07-01 Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks    Eduardo Fonseca, Andres Ferraro, Xavier Serra arXiv_SD arXiv_SD  Regularization  Classification  CNN  Prediction  PDF
• 2021-07-01 Orthonormal Product Quantization Network for Scalable Face Image Retrieval    Ming Zhang, Xuefei Zhe, Hong Yan arXiv_CV arXiv_CV  Quantization  Image_Retrieval  Regularization  Pose  Face  Deep_Learning  Attention  PDF
• 2021-06-30 Sequence-level Confidence Classifier for ASR Utterance Accuracy and Application to Acoustic Models    Amber Afshan, Kshitiz Kumar, Jian Wu arXiv_SD arXiv_SD  Recognition  RNN  Regularization  Speech  Pose  Action  Speech_Recognition  PDF
• 2021-06-30 Dep-$L_0$: Improving $L_0$-based Network Sparsification via Dependency Modeling    Yang Li, Shihao Ji arXiv_CV arXiv_CV  Regularization  Pose  Inference  PDF
• 2021-06-30 Zero-shot Learning with Class Description Regularization    Shayan Kousha, Marcus A. Brubaker arXiv_CV arXiv_CV  Recognition  Zero-Shot  Regularization  Knowledge  Pose  Classification  Attention  PDF
• 2021-06-30 Multi-Source domain adaptation via supervised contrastive learning and confident consistency regularization    Marin Scalbert, Maria Vakalopoulou, Florent Couzinié-Devy arXiv_CV arXiv_CV  Unsupervised  Regularization  Pose  Contrastive_Learning  Matching  PDF
• 2021-06-30 Multi-Source Domain Adaptation for Object Detection    Xingxu Yao, Sicheng Zhao, Pengfei Xu, Jufeng Yang arXiv_AI arXiv_AI  Regularization  Knowledge  Pose  Detection  Object_Detection  PDF
• 2021-06-29 Towards Understanding the Effectiveness of Attention Mechanism    Xiang Ye, Zihang He, Heng Wang, Yong Li arXiv_CV arXiv_CV  Regularization  Pose  Attention  CNN  PDF
• 2021-06-27 Use of Variational Inference in Music Emotion Recognition    Nathalie Deziderio, Hugo Tremonte de Carvalho arXiv_SD arXiv_SD  Recognition  Regularization  Emotion  Inference  Recommendation  PDF
• 2021-06-26 Continual Learning via Inter-Task Synaptic Mapping    Mao Fubing, Weng Weiwei, Mahardhika Pratama, Edward Yapp Kien Yee arXiv_AI arXiv_AI  Regularization  Knowledge  Pose  Relation  PDF
• 2021-06-26 Domain Adaptive YOLO for One-Stage Cross-Domain Detection    Shizhao Zhang, Hongya Tuo, Jian Hu, Zhongliang Jing arXiv_CV arXiv_CV  Regularization  Pose  Detection  Object_Detection  PDF
• 2021-06-26 Midpoint Regularization: from High Uncertainty Training to Conservative Classification    Hongyu Guo arXiv_AI arXiv_AI  Regularization  Classification  PDF
• 2021-06-25 Connecting Sphere Manifolds Hierarchically for Regularization    Damien Scieur, Youngsung Kim arXiv_CV arXiv_CV  Regularization  Classification  Relation  GAN  PDF
• 2021-06-24 OKGIT: Open Knowledge Graph Link Prediction with Implicit Types    Chandrahas, Partha Pratim Talukdar arXiv_CL arXiv_CL  Embedding  Sparse  Regularization  Knowledge  Knowledge_Graph  Pose  Relation  Attention  Prediction  Recommendation  PDF
• 2021-06-23 Conditional Deformable Image Registration with Convolutional Neural Network    Tony C. W. Mok, Albert C. S. Chung arXiv_CV arXiv_CV  Regularization  Self-Supervised  Pose  Deep_Learning  CNN  Inference  PDF
• 2021-06-23 Beyond Predictions in Neural ODEs: Identification and Interventions    Hananeh Aliee, Fabian J. Theis, Niki Kilbertus arXiv_AI arXiv_AI  Regularization  Action  Prediction  Matching  PDF
• 2021-06-22 Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training    Anup Sarma, Sonali Singh, Huaipan Jiang, Rui Zhang, Mahmut T Kandemir, Chita R Das arXiv_CL arXiv_CL  Recognition  RNN  Regularization  Speech  Pose  NMT  Deep_Learning  Inference  Language_Model  PDF
• 2021-06-22 Credal Self-Supervised Learning    Julian Lienen, Eyke Hüllermeier arXiv_AI arXiv_AI  Regularization  Knowledge  Self-Supervised  Pose  PDF
• 2021-06-22 On Constrained Optimization in Differentiable Neural Architecture Search    Kaitlin Maile, Erwan Lecarpentier, Hervé Luga, Dennis G. Wilson arXiv_AI arXiv_AI  NAS  Optimization  Regularization  Pose  PDF
• 2021-06-22 Kernel Clustering with Sigmoid-based Regularization for Efficient Segmentation of Sequential Data    Tung Doan, Atsuhiro Takasu arXiv_CV arXiv_CV  Segmentation  Gradient_Descent  Optimization  Regularization  Pose  PDF
• 2021-06-21 Normalized Avatar Synthesis Using StyleGAN and Perceptual Refinement    Huiwen Luo, Koki Nagano, Han-Wei Kung, Mclean Goldwhite, Qingguo Xu, Zejian Wang, Lingyu Wei, Liwen Hu, Hao Li arXiv_CV arXiv_CV  Reconstruction  Embedding  3D  Regularization  Pose  Face  GAN  Inference  PDF
• 2021-06-21 How Do Adam and Training Strategies Help BNNs Optimization?    Zechun Liu, Zhiqiang Shen, Shichao Li, Koen Helwegen, Dong Huang, Kwang-Ting Cheng arXiv_AI arXiv_AI  Optimization  Regularization  Knowledge  Face  PDF
• 2021-06-21 Affinity Mixup for Weakly Supervised Sound Event Detection    Mohammad Rasool Izadi, Robert Stevenson, Laura N. Kloepper arXiv_SD arXiv_SD  Weakly_Supervised  Regularization  Pose  Detection  Attention  CNN  PDF
• 2021-06-21 Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification    Binzong Geng, Min Yang, Fajie Yuan, Shupeng Wang, Xiang Ao, Ruifeng Xu arXiv_AI arXiv_AI  Bert  Sentiment_Classification  Regularization  Knowledge  Review  Pose  Classification  Sentiment  PDF
• 2021-06-21 Leveraging Conditional Generative Models in a General Explanation Framework of Classifier Decisions    Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon arXiv_CV arXiv_CV  Regularization  Pose  PDF
• 2021-06-21 Open-set Label Noise Can Improve Robustness Against Inherent Label Noise    Hongxin Wei, Lue Tao, Renchunzi Xie, Bo An arXiv_AI arXiv_AI  Weakly_Supervised  Regularization  Pose  Detection  Prediction  PDF
• 2021-06-20 FloorPP-Net: Reconstructing Floor Plans using Point Pillars for Scan-to-BIM    Yijie Wu, Fan Xue arXiv_CV arXiv_CV  Reconstruction  Point_Cloud  3D  Regularization  Deep_Learning  PDF
• 2021-06-18 How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers    Andreas Steiner, Alexander Kolesnikov, Xiaohua Zhai, Ross Wightman, Jakob Uszkoreit, Lucas Beyer arXiv_AI arXiv_AI  Transformer  Segmentation  Regularization  Classification  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2021-06-17 Adaptive Low-Rank Regularization with Damping Sequences to Restrict Lazy Weights in Deep Networks    Mohammad Mahdi Bejani, Mehdi Ghatee arXiv_AI arXiv_AI  Regularization  Pose  PDF
• 2021-06-17 Scale-Consistent Fusion: from Heterogeneous Local Sampling to Global Immersive Rendering    Wenpeng Xing, Jie Chen, Zaifeng Yang, Qiang Wang arXiv_CV arXiv_CV  Sparse  Regularization  Pose  Quantitative  Attention  Inference  PDF
• 2021-06-17 ShuffleBlock: Shuffle to Regularize Deep Convolutional Neural Networks    Sudhakar Kumawat, Gagan Kanojia, Shanmuganathan Raman arXiv_CV arXiv_CV  Regularization  Pose  Classification  CNN  Image_Classification  PDF
• 2021-06-17 Layer Pruning on Demand with Intermediate CTC    Jaesong Lee, Jingu Kang, Shinji Watanabe arXiv_CL arXiv_CL  Transformer  Recognition  Regularization  Speech  Pose  Classification  Relation  Speech_Recognition  PDF
• 2021-06-16 Regularization of Mixture Models for Robust Principal Graph Learning    Tony Bonnaire, Aurélien Decelle, Nabila Aghanim arXiv_CV arXiv_CV  Regularization  Pose  Detection  PDF
• 2021-06-16 A Spiking Neural Network for Image Segmentation    Kinjal Patel, Eric Hunsberger, Sean Batir, Chris Eliasmith arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Pose  PDF
• 2021-06-16 Transductive Few-Shot Learning: Clustering is All You Need?    Imtiaz Masud Ziko, Malik Boudiaf, Jose Dolz, Eric Granger, Ismail Ben Ayed arXiv_CV arXiv_CV  Optimization  Regularization  Pose  Few-Shot  PDF
• 2021-06-16 Beyond Tikhonov: Faster Learning with Self-Concordant Losses via Iterative Regularization    Gaspard Beugnot, Julien Mairal, Alessandro Rudi arXiv_AI arXiv_AI  Optimization  Regularization  PDF
• 2021-06-16 Algorithm to Compilation Codesign: An Integrated View of Neural Network Sparsity    Fu-Ming Guo, Austin Huang arXiv_AI arXiv_AI  Transformer  Bert  Optimization  Sparse  Regularization  Relation  Attention  Inference  Language_Model  PDF
• 2021-06-16 Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation    Fuping Wu, Xiahai Zhuang arXiv_CV arXiv_CV  Segmentation  Unsupervised  Regularization  Adversarial  Pose  Medical  PDF
• 2021-06-16 Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching    Quande Liu, Hongzheng Yang, Qi Dou, Pheng-Ann Heng arXiv_CV arXiv_CV  Regularization  Knowledge  Pose  Classification  Relation  Medical  Image_Classification  Matching  PDF
• 2021-06-16 Domain Consistency Regularization for Unsupervised Multi-source Domain Adaptive Classification    Zhipeng Luo, Xiaobing Zhang, Shijian Lu, Shuai Yi arXiv_CV arXiv_CV  Unsupervised  Regularization  Pose  Classification  Deep_Learning  Prediction  PDF
• 2021-06-15 Consistency Regularization for Cross-Lingual Fine-Tuning    Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei arXiv_CL arXiv_CL  Text_Classification  Regularization  Pose  Classification  Language_Model  Prediction  PDF
• 2021-06-15 On Multi-objective Policy Optimization as a Tool for Reinforcement Learning    Abbas Abdolmaleki, Sandy H. Huang, Giulia Vezzani, Bobak Shahriari, Jost Tobias Springenberg, Shruti Mishra, Dhruva TB, Arunkumar Byravan, Konstantinos Bousmalis, Andras Gyorgy, Csaba Szepesvari, Raia Hadsell, Nicolas Heess, Martin Riedmiller arXiv_RO arXiv_RO  Reinforcement_Learning  Optimization  Regularization  PDF
• 2021-06-15 Color2Style: Real-Time Exemplar-Based Image Colorization with Self-Reference Learning and Deep Feature Modulation    Hengyuan Zhao, Wenhao Wu, Yihao Liu, Dongliang He arXiv_CV arXiv_CV  Embedding  Unsupervised  Regularization  PDF
• 2021-06-14 Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data    Ashraful Islam, Chun-Fu Chen, Rameswar Panda, Leonid Karlinsky, Rogerio Feris, Richard J. Radke arXiv_CV arXiv_CV  Recognition  Regularization  Pose  Classification  Few-Shot  Prediction  Matching  PDF
• 2021-06-14 SynthASR: Unlocking Synthetic Data for Speech Recognition    Amin Fazel, Wei Yang, Yulan Liu, Roberto Barra-Chicote, Yixiong Meng, Roland Maas, Jasha Droppo arXiv_SD arXiv_SD  Recognition  Sparse  RNN  Regularization  Speech  Pose  Speech_Recognition  PDF
• 2021-06-14 Over-Fit: Noisy-Label Detection based on the Overfitted Model Property    Seulki Park, Dae Ung Jo, Jin Young Choi arXiv_AI arXiv_AI  Regularization  Pose  Detection  Attention  PDF
• 2021-06-14 Latent Correlation-Based Multiview Learning and Self-Supervision: A Unifying Perspective    Qi Lyu, Xiao Fu, Weiran Wang, Songtao Lu arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Regularization  Self-Supervised  Action  Relation  PDF
• 2021-06-13 Survey: Image Mixing and Deleting for Data Augmentation    Humza Naveed arXiv_CV arXiv_CV  Recognition  Regularization  Review  Pose  Survey  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-06-12 Contrastive Semi-Supervised Learning for 2D Medical Image Segmentation    Prashant Pandey, Ajey Pai, Nisarg Bhatt, Prasenjit Das, Govind Makharia, Prathosh AP, Mausam arXiv_CV arXiv_CV  Image_Caption  Segmentation  Represenation_Learning  Regularization  Pose  Contrastive_Learning  Medical  PDF
• 2021-06-12 Guiding Teacher Forcing with Seer Forcing for Neural Machine Translation    Yang Feng, Shuhao Gu, Dengji Guo, Zhengxin Yang, Chenze Shao arXiv_CL arXiv_CL  Regularization  Knowledge  Adversarial  Prediction  PDF
• 2021-06-12 Go Small and Similar: A Simple Output Decay Brings Better Performance    Xuan Cheng, Tianshu Xie, Xiaomin Wang, Jiali Deng, Minghui Liu, Ming Liu arXiv_CV arXiv_CV  Regularization  Pose  Deep_Learning  PDF
• 2021-06-12 Adversarial Robustness via Fisher-Rao Regularization    Marine Picot, Francisco Messina, Malik Boudiaf, Fabrice Labeau, Ismail Ben Ayed, Pablo Piantanida arXiv_CV arXiv_CV  Regularization  Adversarial  Pose  PDF
• 2021-06-10 Disentangled Attention as Intrinsic Regularization for Bimanual Multi-Object Manipulation    Minghao Zhang, Pingcheng Jian, Yi Wu, Huazhe Xu, Xiaolong Wang arXiv_RO arXiv_RO  Reinforcement_Learning  Sparse  Regularization  Pose  Attention  PDF
• 2021-06-10 Pivotal Tuning for Latent-based Editing of Real Images    Daniel Roich, Ron Mokady, Amit H. Bermano, Daniel Cohen-Or arXiv_CV arXiv_CV  Regularization  Pose  Face  GAN  PDF
• 2021-06-10 Fairness for Cooperative Multi-Agent Learning with Equivariant Policies    Niko A. Grupen, Bart Selman, Daniel D. Lee arXiv_AI arXiv_AI  Optimization  Regularization  PDF
• 2021-06-10 Supervising the Transfer of Reasoning Patterns in VQA    Corentin Kervadec, Christian Wolf, Grigory Antipov, Moez Baccouche, Madiha Nadri arXiv_CV arXiv_CV  Bert  Regularization  Knowledge  Self-Supervised  Pose  VQA  Attention  Prediction  QA  PDF
• 2021-06-09 Very Compact Clusters with Structural Regularization via Similarity and Connectivity    Xin Ma, Won Hwa Kim arXiv_AI arXiv_AI  Reconstruction  Embedding  Regularization  Pose  Relation  CNN  PDF
• 2021-06-09 No Fear of Heterogeneity: Classifier Calibration for Federated Learning with Non-IID Data    Mi Luo, Fei Chen, Dapeng Hu, Yifan Zhang, Jian Liang, Jiashi Feng arXiv_CV arXiv_CV  Optimization  Regularization  Pose  Classification  PDF
• 2021-06-09 Fast Computational Ghost Imaging using Unpaired Deep Learning and a Constrained Generative Adversarial Network    Fatemeh Alishahi, Amirhossein Mohajerin-Ariaei arXiv_CV arXiv_CV  Reconstruction  Regularization  Adversarial  Pose  Deep_Learning  PDF
• 2021-06-08 MoCo-Flow: Neural Motion Consensus Flow for Dynamic Humans in Stationary Monocular Cameras    Xuelin Chen, Weiyu Li, Daniel Cohen-Or, Niloy J. Mitra, Baoquan Chen arXiv_CV arXiv_CV  Optimization  Regularization  Pose  Quantitative  PDF
• 2021-06-08 Muddling Label Regularization: Deep Learning for Tabular Datasets    Karim Lounici, Katia Meziani, Benjamin Riu arXiv_AI arXiv_AI  Recognition  Regularization  Knowledge  Speech  Classification  Deep_Learning  Speech_Recognition  PDF
• 2021-06-08 Adversarial Training for Machine Reading Comprehension with Virtual Embeddings    Ziqing Yang, Yiming Cui, Chenglei Si, Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu arXiv_CL arXiv_CL  Embedding  Regularization  Adversarial  QA  PDF
• 2021-06-08 On the relation between statistical learning and perceptual distances    Alexander Hepburn, Valero Laparra, Raul Santos-Rodriguez, Johannes Ballé, Jesús Malo arXiv_CV arXiv_CV  Unsupervised  Regularization  Relation  PDF
• 2021-06-08 Reinforced Few-Shot Acquisition Function Learning for Bayesian Optimization    Bing-Jing Hsieh, Ping-Chun Hsieh, Xi Liu arXiv_AI arXiv_AI  Optimization  Regularization  Pose  Few-Shot  PDF
• 2021-06-08 Demystifying Local Vision Transformer: Sparse Connectivity, Weight Sharing, and Dynamic Weight    Qi Han, Zejia Fan, Qi Dai, Lei Sun, Ming-Ming Cheng, Jiaying Liu, Jingdong Wang arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Recognition  Sparse  Regularization  Classification  Detection  Object_Detection  Attention  PDF
• 2021-06-07 Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition    Jiaming Liu, M. Salman Asif, Brendt Wohlberg, Ulugbek S. Kamilov arXiv_CV arXiv_CV  Regularization  Compressive_Sensing  Denoising  PDF
• 2021-06-07 End-to-end reconstruction meets data-driven regularization for inverse problems    Subhadip Mukherjee, Marcello Carioni, Ozan Öktem, Carola-Bibiane Schönlieb arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Regularization  Pose  PDF
• 2021-06-07 Channel DropBlock: An Improved Regularization Method for Fine-Grained Visual Classification    Yifeng Ding, Shuwei Dong, Yujun Tong, Zhanyu Ma, Bo Xiao, Haibin Ling arXiv_CV arXiv_CV  Regularization  Pose  Classification  Relation  Attention  PDF
• 2021-06-07 Multi-Target Domain Adaptation with Collaborative Consistency Learning    Takashi Isobe, Xu Jia, Shuaijun Chen, Jianzhong He, Yongjie Shi, Jianzhuang Liu, Huchuan Lu, Shengjin Wang arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Regularization  Pose  Prediction  PDF
• 2021-06-06 Meta-Learning Reliable Priors in the Function Space    Jonas Rothfuss, Dominique Heyn, Jinfan Chen, Andreas Krause arXiv_AI arXiv_AI  Optimization  Regularization  Knowledge  Pose  Face  Inference  Prediction  PDF
• 2021-06-06 An Adaptive Framework for Learning Unsupervised Depth Completion    Alex Wong, Xiaohan Fei, Byung-Woo Hong, Stefano Soatto arXiv_CV arXiv_CV  Unsupervised  Optimization  Sparse  Regularization  Pose  Inference  PDF
• 2021-06-05 Local Disentanglement in Variational Auto-Encoders Using Jacobian $L_1$ Regularization    Travers Rhodes, Daniel D. Lee arXiv_CV arXiv_CV  Unsupervised  Sparse  Represenation_Learning  Regularization  Pose  Quantitative  PDF
• 2021-06-05 Feature Flow Regularization: Improving Structured Sparsity in Deep Neural Networks    Yue Wu, Yuan Lan, Luchan Zhang, Yang Xiang arXiv_CV arXiv_CV  Optimization  Regularization  Pose  PDF
• 2021-06-05 Heuristic-Guided Reinforcement Learning    Ching-An Cheng, Andrey Kolobov, Adith Swaminathan arXiv_AI arXiv_AI  Reinforcement_Learning  Regularization  Knowledge  Action  PDF
• 2021-06-04 F-Drop&Match: GANs with a Dead Zone in the High-Frequency Domain    Shin'ya Yamaguchi, Sekitoshi Kanai arXiv_CV arXiv_CV  Regularization  Adversarial  GAN  CNN  Matching  PDF
• 2021-06-04 Regularization and Reparameterization Avoid Vanishing Gradients in Sigmoid-Type Networks    Leni Ven, Johannes Lederer arXiv_AI arXiv_AI  Regularization  Deep_Learning  PDF
• 2021-06-03 Partial Graph Reasoning for Neural Network Regularization    Tiange Xiang, Chaoyi Zhang, Yang Song, Siqi Liu, Hongliang Yuan, Weidong Cai arXiv_CV arXiv_CV  Optimization  Regularization  Relation  Inference  PDF
• 2021-06-02 Domain Adaptation for Facial Expression Classifier via Domain Discrimination and Gradient Reversal    Kamil Akhmetov arXiv_CV arXiv_CV  Unsupervised  Recognition  Regularization  Review  Pose  Action  PDF
• 2021-06-02 Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision    Xiaokang Chen, Yuhui Yuan, Gang Zeng, Jingdong Wang arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Pose  Prediction  PDF
• 2021-06-01 An Entropy Regularization Free Mechanism for Policy-based Reinforcement Learning    Changnan Xiao, Haosen Shi, Jiajun Fan, Shihong Deng arXiv_AI arXiv_AI  Reinforcement_Learning  Regularization  Pose  PDF
• 2021-06-01 Towards Quantifiable Dialogue Coherence Evaluation    Zheng Ye, Liucun Lu, Lishan Huang, Liang Lin, Xiaodan Liang arXiv_CL arXiv_CL  Regularization  Knowledge  Pose  Relation  Attention  PDF
• 2021-05-31 Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests    Victor Veitch, Alexander D'Amour, Steve Yadlowsky, Jacob Eisenstein arXiv_AI arXiv_AI  Text_Classification  Regularization  Classification  Relation  Sentiment  Inference  Prediction  PDF
• 2021-05-31 Non-Convex Tensor Low-Rank Approximation for Infrared Small Target Detection    Ting Liu, Jungang Yang, Boyang Li, Chao Xiao, Yang Sun, Yingqian Wang, Wei An arXiv_CV arXiv_CV  Regularization  Pose  Detection  PDF
• 2021-05-31 Consistency Regularization for Variational Auto-Encoders    Samarth Sinha, Adji B. Dieng arXiv_CV arXiv_CV  Unsupervised  3D  Regularization  Pose  Classification  Inference  PDF
• 2021-05-31 Efficient Hierarchical Exploration with Stable Subgoal Representation Learning    Siyuan Li, Jin Zhang, Jianhao Wang, Chongjie Zhang arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Sparse  Represenation_Learning  Regularization  Pose  PDF
• 2021-05-30 MLPruning: A Multilevel Structured Pruning Framework for Transformer-based Models    Zhewei Yao, Linjian Ma, Sheng Shen, Kurt Keutzer, Michael W. Mahoney arXiv_CL arXiv_CL  Transformer  Bert  Sparse  Regularization  Pose  Inference  PDF
• 2021-05-30 Polygonal Point Set Tracking    Gunhee Nam, Miran Heo, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim arXiv_AI arXiv_AI  Segmentation  Tracking  Regularization  Pose  Contour  PDF
• 2021-05-30 Good for Misconceived Reasons: An Empirical Revisiting on the Need for Visual Context in Multimodal Machine Translation    Zhiyong Wu, Lingpeng Kong, Wei Bi, Xiang Li, Ben Kao arXiv_AI arXiv_AI  Regularization  PDF
• 2021-05-29 Compressed Sensing for Photoacoustic Computed Tomography Using an Untrained Neural Network    Hengrong Lan, Juze Zhang, Changchun Yang, Fei Gao arXiv_AI arXiv_AI  Reconstruction  Gradient_Descent  Sparse  Regularization  Pose  Detection  PDF
• 2021-05-28 OpenMatch: Open-set Consistency Regularization for Semi-supervised Learning with Outliers    Kuniaki Saito, Donghyun Kim, Kate Saenko arXiv_CV arXiv_CV  Regularization  Pose  Detection  PDF
• 2021-05-28 PTNet: A High-Resolution Infant MRI Synthesizer Based on Transformer    Xuzhe Zhang, Xinzi He, Jia Guo, Nabil Ettehadi, Natalie Aw, David Semanek, Jonathan Posner, Andrew Laine, Yun Wang arXiv_CV arXiv_CV  Transformer  Regularization  Adversarial  Attention  GAN  CNN  PDF
• 2021-05-28 Demotivate adversarial defense in remote sensing    Adrien Chan-Hon-Tong, Gaston Lenczner, Aurelien Plyer arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Adversarial  Pose  Detection  Object_Detection  CNN  PDF
• 2021-05-28 Robust Regularization with Adversarial Labelling of Perturbed Samples    Xiaohui Guo, Richong Zhang, Yaowei Zheng, Yongyi Mao arXiv_AI arXiv_AI  Regularization  Adversarial  Pose  GAN  PDF
• 2021-05-28 Noised Consistency Training for Text Summarization    Junnan Liu, Qianren Mao, Bang Liu, Hao Peng, Hongdong Zhu, Jianxin Li arXiv_CL arXiv_CL  Regularization  Summarization  Prediction  PDF
• 2021-05-27 Unsupervised Activity Segmentation by Joint Representation Learning and Online Clustering    Sateesh Kumar, Sanjay Haresh, Awais Ahmed, Andrey Konin, M. Zeeshan Zia, Quoc-Huy Tran arXiv_CV arXiv_CV  Segmentation  Embedding  Unsupervised  Represenation_Learning  Regularization  Activity  PDF
• 2021-05-27 Drawing Multiple Augmentation Samples Per Image During Training Efficiently Decreases Test Error    Stanislav Fort, Andrew Brock, Razvan Pascanu, Soham De, Samuel L. Smith arXiv_CV arXiv_CV  Regularization  Pose  PDF
• 2021-05-27 Using Early-Learning Regularization to Classify Real-World Noisy Data    Alessio Galatolo, Alfred Nilsson, Roderick Karlemstrand, Yineng Wang arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Pose  Action  PDF
• 2021-05-27 Better Regularization for Sequential Decision Spaces: Fast Convergence Rates for Nash, Correlated, and Team Equilibria    Gabriele Farina, Christian Kroer, Tuomas Sandholm arXiv_AI arXiv_AI  Regularization  PDF
• 2021-05-27 Unsupervised Adaptive Semantic Segmentation with Local Lipschitz Constraint    Guanyu Cai, Lianghua He arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Optimization  Regularization  Knowledge  Adversarial  Pose  Prediction  PDF
• 2021-05-27 Self-Ensembling Contrastive Learning for Semi-Supervised Medical Image Segmentation    Jinxi Xiang, Zhuowei Li, Wenji Wang, Qing Xia, Shaoting Zhang arXiv_CV arXiv_CV  Segmentation  Regularization  Knowledge  Pose  Contrastive_Learning  Deep_Learning  Medical  PDF
• 2021-05-26 Receptive Field Regularization Techniques for Audio Classification and Tagging with Deep Convolutional Neural Networks    Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer arXiv_SD arXiv_SD  Recognition  Scene_Classification  Regularization  Pose  Emotion  Classification  Detection  CNN  PDF
• 2021-05-25 Towards Understanding the Condensation of Two-layer Neural Networks at Initial Training    Zhi-Qin John Xu, Hanxu Zhou, Tao Luo, Yaoyu Zhang arXiv_AI arXiv_AI  Regularization  Pose  PDF
• 2021-05-24 A Fourier-based Framework for Domain Generalization    Qinwei Xu, Ruipeng Zhang, Ya Zhang, Yanfeng Wang, Qi Tian arXiv_CV arXiv_CV  Regularization  Knowledge  Pose  Prediction  PDF
• 2021-05-23 Structural Pre-training for Dialogue Comprehension    Zhuosheng Zhang, Hai Zhao arXiv_AI arXiv_AI  Restoration  Regularization  Knowledge  Self-Supervised  Pose  Relation  Language_Model  PDF
• 2021-05-21 Automatic calibration of time of flight based non-line-of-sight reconstruction    Subhash Chandra Sadhu, Abhishek Singh, Tomohiro Maeda, Tristan Swedish, Ryan Kim, Lagnojita Sinha, Ramesh Raskar arXiv_CV arXiv_CV  Reconstruction  Gradient_Descent  Regularization  Pose  Detection  Object_Detection  PDF
• 2021-05-21 Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution    Boyan Xu, Hujun Yin arXiv_CV arXiv_CV  Super_Resolution  Restoration  Regularization  Knowledge  Pose  CNN  PDF
• 2021-05-21 Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation    Shumeng Li, Ziyuan Zhao, Kaixin Xu, Zeng Zeng, Cuntai Guan arXiv_AI arXiv_AI  Segmentation  3D  Regularization  Deep_Learning  PDF
• 2021-05-21 Multi-Task, Multi-Domain Deep Segmentation with Shared Representations and Contrastive Regularization for Sparse Pediatric Datasets    Arnaud Boutillon, Pierre-Henri Conze, Christelle Pons, Valérie Burdin, Bhushan Borotikar arXiv_CV arXiv_CV  Segmentation  Sparse  Regularization  Pose  CNN  PDF
• 2021-05-21 Omni-supervised Point Cloud Segmentation via Gradual Receptive Field Component Reasoning    Jingyu Gong, Jiachen Xu, Xin Tan, Haichuan Song, Yanyun Qu, Yuan Xie, Lizhuang Ma arXiv_CV arXiv_CV  Segmentation  Point_Cloud  3D  Regularization  Pose  Prediction  PDF
• 2021-05-21 A Non-Linear Structural Probe    Jennifer C. White, Tiago Pimentel, Naomi Saphra, Ryan Cotterell arXiv_CL arXiv_CL  Bert  Regularization  Knowledge  Attention  PDF
• 2021-05-21 Have you tried Neural Topic Models? Comparative Analysis of Neural and Non-Neural Topic Models with Application to COVID-19 Twitter Data    Andrew Bennett, Dipendra Misra, Nga Than arXiv_CL arXiv_CL  Regularization  Pose  Quantitative  PDF
• 2021-05-19 Robust partial Fourier reconstruction for diffusion-weighted imaging using a recurrent convolutional neural network    Fasil Gadjimuradov, Thomas Benkert, Marcel Dominik Nickel, Andreas Maier arXiv_CV arXiv_CV  Reconstruction  Regularization  Pose  Quantitative  Relation  CNN  PDF
• 2021-05-19 Localization and Tracking of User-Defined Points on Deformable Objects for Robotic Manipulation    Sven Dittus, Benjamin Alt, Andreas Hermann, Darko Katic, Rainer Jäkel, Jürgen Fleischer arXiv_CV arXiv_CV  Tracking  3D  Regularization  Pose  Face  PDF
• 2021-05-17 Physics-informed attention-based neural network for solving non-linear partial differential equations    Ruben Rodriguez-Torrado, Pablo Ruiz, Luis Cueto-Felgueroso, Michael Cerny Green, Tyler Friesen, Sebastien Matringe, Julian Togelius arXiv_AI arXiv_AI  RNN  Regularization  Attention  PDF
• 2021-05-15 A Cognitive Regularizer for Language Modeling    Jason Wei, Clara Meister, Ryan Cotterell arXiv_CL arXiv_CL  Regularization  Action  Language_Model  PDF
• 2021-05-15 Regularized Deep Linear Discriminant Analysis    Hongwei Chen, Wen Lu arXiv_CV arXiv_CV  Regularization  Pose  PDF
• 2021-05-15 Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers    Yilmaz Korkmaz, Salman UH Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur arXiv_CV arXiv_CV  Transformer  Reconstruction  Unsupervised  Zero-Shot  Regularization  Adversarial  Self-Supervised  Deep_Learning  Relation  Attention  Medical  CNN  Inference  Matching  PDF
• 2021-05-14 Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation    Chenyu You, Ruihan Zhao, Lawrence Staib, James S. Duncan arXiv_CV arXiv_CV  Segmentation  Embedding  3D  Represenation_Learning  Regularization  Self-Supervised  Pose  Contrastive_Learning  Action  Contour  Medical  PDF
• 2021-05-14 Out-of-Manifold Regularization in Contextual Embedding Space for Text Classification    Seonghyeon Lee, Dongha Lee, Hwanjo Yu arXiv_AI arXiv_AI  Embedding  Bert  Text_Classification  Regularization  Pose  Classification  PDF
• 2021-05-13 Dynamic View Synthesis from Dynamic Monocular Video    Chen Gao, Ayush Saraf, Johannes Kopf, Jia-Bin Huang arXiv_CV arXiv_CV  Unsupervised  Regularization  Pose  Quantitative  PDF
• 2021-05-12 Cross-Modal and Multimodal Data Analysis Based on Functional Mapping of Spectral Descriptors and Manifold Regularization    Maysam Behmanesh, Peyman Adibi, Jocelyn Chanussot, Sayyed Mohammad Saeed Ehsani arXiv_CV arXiv_CV  Regularization  Knowledge  Pose  Classification  PDF
• 2021-05-12 Accuracy-Privacy Trade-off in Deep Ensemble    Shahbaz Rezaei, Zubair Shafiq, Xin Liu arXiv_AI arXiv_AI  Regularization  Pose  Classification  Inference  Prediction  PDF
• 2021-05-11 Joint Text and Label Generation for Spoken Language Understanding    Yang Li, Ben Athiwaratkun, Cicero Nogueira dos Santos, Bing Xiang arXiv_CL arXiv_CL  Regularization  Knowledge  Pose  Classification  Language_Model  PDF
• 2021-05-11 VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning    Adrien Bardes, Jean Ponce, Yann LeCun arXiv_AI arXiv_AI  Image_Caption  Embedding  Represenation_Learning  Regularization  Self-Supervised  Relation  PDF
• 2021-05-10 Generalized Jensen-Shannon Divergence Loss for Learning with Noisy Labels    Erik Englesson, Hossein Azizpour arXiv_CV arXiv_CV  Regularization  Pose  PDF
• 2021-05-09 Binarized Weight Error Networks With a Transition Regularization Term    Savas Ozkan, Gozde Bozdagi Akar arXiv_CV arXiv_CV  Regularization  Pose  Classification  PDF
• 2021-05-08 PCA Event-Based Otical Flow for Visual Odometry    Mahmoud Z. Khairallah, Fabien Bonardi, David Roussel, Samia Bouchafa arXiv_CV arXiv_CV  Regularization  Pose  Optical_Flow  PDF
• 2021-05-07 Salient Objects in Clutter    Deng-Ping Fan, Jing Zhang, Gang Xu, Ming-Ming Cheng, Ling Shao arXiv_CV arXiv_CV  Enhancement  Regularization  Salient  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2021-05-06 Reducing Streaming ASR Model Delay with Self Alignment    Jaeyoung Kim, Han Lu, Anshuman Tripathi, Qian Zhang, Hasim Sak arXiv_AI arXiv_AI  Regularization  Speech  Pose  Prediction  PDF
• 2021-05-06 Structured Ensembles: an Approach to Reduce the Memory Footprint of Ensemble Methods    Jary Pomponi, Simone Scardapane, Aurelio Uncini arXiv_AI arXiv_AI  Optimization  Regularization  Pose  PDF
• 2021-05-05 Modulating Regularization Frequency for Efficient Compression-Aware Model Training    Dongsoo Lee, Se Jung Kwon, Byeongwook Kim, Jeongin Yun, Baeseong Park, Yongkweon Jeon arXiv_AI arXiv_AI  Regularization  PDF
• 2021-05-04 MLP-Mixer: An all-MLP Architecture for Vision    Ilya Tolstikhin, Neil Houlsby, Alexander Kolesnikov, Lucas Beyer, Xiaohua Zhai, Thomas Unterthiner, Jessica Yung, Daniel Keysers, Jakob Uszkoreit, Mario Lucic, Alexey Dosovitskiy arXiv_AI arXiv_AI  Transformer  Regularization  Classification  Attention  CNN  Image_Classification  Inference  PDF
• 2021-05-04 Implicit Regularization in Deep Tensor Factorization    Paolo Milanesi (QARMA), Hachem Kadri (LIS, QARMA, AMU SCI), Stéphane Ayache (QARMA), Thierry Artières (QARMA) arXiv_AI arXiv_AI  Gradient_Descent  Regularization  PDF
• 2021-05-03 Initialization and Regularization of Factorized Neural Layers    Mikhail Khodak, Neil Tenenholtz, Lester Mackey, Nicolò Fusi arXiv_AI arXiv_AI  Unsupervised  Gradient_Descent  Optimization  Regularization  Knowledge  Pose  Deep_Learning  Attention  PDF
• 2021-05-03 Consistency and Monotonicity Regularization for Neural Knowledge Tracing    Seewoo Lee, Youngduck Choi, Juneyoung Park, Byungsoo Kim, Jinwoo Shin arXiv_AI arXiv_AI  Tracking  Regularization  Knowledge  Pose  Prediction  PDF
• 2021-05-02 Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain Connectivity    Megi Isallari, Islem Rekik arXiv_CV arXiv_CV  Embedding  Super_Resolution  Regularization  Adversarial  Pose  CNN  PDF
• 2021-05-01 JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets    Jun Chen, Guang Yang, Habib Khan, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David Firmin, Jennifer Keegan arXiv_CV arXiv_CV  Segmentation  3D  Optimization  Regularization  Adversarial  Pose  Relation  Attention  GAN  PDF
• 2021-04-30 Deep learning with self-supervision and uncertainty regularization to count fish in underwater images    Penny Tarling, Mauricio Cantor, Albert Clapés, Sergio Escalera arXiv_AI arXiv_AI  Regularization  Self-Supervised  Pose  Action  Deep_Learning  Prediction  PDF
• 2021-04-29 MinMaxCAM: Improving object coverage for CAM-basedWeakly Supervised Object Localization    Kaili Wang, Jose Oramas, Tinne Tuytelaars arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  Regularization  Pose  PDF
• 2021-04-29 Hand Gesture Recognition Based on a Nonconvex Regularization    Jing Qin, Joshua Ashley, Biyun Xie arXiv_CV arXiv_CV  Recognition  Sparse  Gesture  Regularization  Pose  Action  PDF
• 2021-04-29 Fine-grained Generalization Analysis of Vector-valued Learning    Liang Wu, Antoine Ledent, Yunwen Lei, Marius Kloft arXiv_AI arXiv_AI  Gradient_Descent  Optimization  Regularization  Action  Classification  PDF
• 2021-04-29 Locality Constrained Analysis Dictionary Learning via K-SVD Algorithm    Kun Jiang, Zhaoli Liu, Zheng Liu, Qindong Sun arXiv_CV arXiv_CV  Sparse  Regularization  Pose  Classification  Image_Classification  PDF
• 2021-04-28 Boosting Co-teaching with Compression Regularization for Label Noise    Yingyi Chen, Xi Shen, Shell Xu Hu, Johan A.K. Suykens arXiv_CV arXiv_CV  Regularization  Pose  Classification  Image_Classification  PDF
• 2021-04-28 Re Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias    Sunnie S. Y. Kim, Sharon Zhang, Nicole Meister, Olga Russakovsky arXiv_CV arXiv_CV  Recognition  Regularization  Pose  Quantitative  PDF
• 2021-04-25 3D/2D regularized CNN feature hierarchy for Hyperspectral image classification    Muhammad Ahmad, Manuel Mazzara, Salvatore Distefano arXiv_CV arXiv_CV  3D  Regularization  Pose  Classification  CNN  Image_Classification  PDF
• 2021-04-25 Scalable End-to-End RF Classification: A Case Study on Undersized Dataset Regularization by Convolutional-MST    Khalid Youssef, Greg Schuette, Yubin Cai, Daisong Zhang, Yikun Huang, Yahya Rahmat-Samii, Louis-S. Bouchard arXiv_AI arXiv_AI  Recognition  RNN  Regularization  Speech  Face  Classification  Deep_Learning  Speech_Recognition  CNN  PDF
• 2021-04-25 How Well Self-Supervised Pre-Training Performs with Streaming Data?    Dapeng Hu, Qizhengqiu Lu, Lanqing Hong, Hailin Hu, Yifan Zhang, Zhenguo Li, Alfred Shen, Jiashi Feng arXiv_CV arXiv_CV  Represenation_Learning  Regularization  Self-Supervised  PDF
• 2021-04-25 Quantization of Deep Neural Networks for Accurate EdgeComputing    Wentao Chen, Hailong Qiu, Jian Zhuang, Chutong Zhang, Yu Hu, Qing Lu, Tianchen Wang, Yiyu Shi†, Meiping Huang, Xiaowe Xu arXiv_CV arXiv_CV  Segmentation  Quantization  Recognition  RNN  Regularization  Speech  Pose  Classification  Speech_Recognition  Medical  CNN  PDF
• 2021-04-24 Oriented Bounding Boxes for Small and Freely Rotated Objects    Mohsen Zand, Ali Etemad, Michael Greenspan arXiv_CV arXiv_CV  Regularization  Pose  Classification  Detection  Object_Detection  Inference  PDF
• 2021-04-23 Eccentric Regularization: Minimizing Hyperspherical Energy without explicit projection    Xuefeng Li, Alan Blair arXiv_AI arXiv_AI  Represenation_Learning  Regularization  Classification  PDF
• 2021-04-22 Connecting Hamilton--Jacobi partial differential equations with maximum a posteriori and posterior mean estimators for some non-convex priors    Jérôme Darbon, Gabriel P. Langlois, Tingwei Meng arXiv_CV arXiv_CV  Optimization  Regularization  Pose  PDF
• 2021-04-22 Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network    Janne Pylkkönen (1), Antti Ukkonen (1 and 2), Juho Kilpikoski (1), Samu Tamminen (1), Hannes Heikinheimo (1) ((1) Speechly, (2) Department of Computer Science, University of Helsinki, Finland) arXiv_CL arXiv_CL  Recognition  RNN  Regularization  Speech  Pose  Speech_Recognition  Language_Model  Prediction  PDF
• 2021-04-21 Jacobian Regularization for Mitigating Universal Adversarial Perturbations    Kenneth T. Co, David Martinez Rego, Emil C. Lupu arXiv_AI arXiv_AI  Regularization  Adversarial  PDF
• 2021-04-21 Fixed-Point and Objective Convergence of Plug-and-Play Algorithms    Pravin Nair, Ruturaj G. Gavaskar, Kunal N. Chaudhury arXiv_CV arXiv_CV  Reconstruction  Optimization  Regularization  Knowledge  PDF
• 2021-04-20 Class-Incremental Learning with Generative Classifiers    Gido M. van de Ven, Zhe Li, Andreas S. Tolias arXiv_AI arXiv_AI  Regularization  Classification  PDF
• 2021-04-20 SelfReg: Self-supervised Contrastive Regularization for Domain Generalization    Daehee Kim, Seunghyun Park, Jinkyu Kim, Jaekoo Lee arXiv_AI arXiv_AI  Regularization  Self-Supervised  Pose  Contrastive_Learning  Deep_Learning  PDF
• 2021-04-19 Adversarial Diffusion Attacks on Graph-based Traffic Prediction Models    Lyuyi Zhu, Kairui Feng, Ziyuan Pu, Wei Ma arXiv_AI arXiv_AI  Regularization  Adversarial  Pose  Deep_Learning  CNN  Prediction  PDF
• 2021-04-19 Contrastive Learning for Compact Single Image Dehazing    Haiyan Wu, Yanyun Qu, Shaohui Lin, Jian Zhou, Ruizhi Qiao, Zhizhong Zhang, Yuan Xie, Lizhuang Ma arXiv_AI arXiv_AI  Enhancement  Regularization  Pose  Contrastive_Learning  Deep_Learning  PDF
• 2021-04-19 Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition    Wei Zhou, Mohammad Zeineldeen, Zuoyun Zheng, Ralf Schlüter, Hermann Ney arXiv_CL arXiv_CL  Segmentation  Recognition  RNN  Regularization  Speech  Pose  Attention  Speech_Recognition  PDF
• 2021-04-18 Deep Clustering with Measure Propagation    Minhua Chen, Badrinath Jayakumar, Padmasundari Gopalakrishnan, Qiming Huang, Michael Johnston, Patrick Haffner arXiv_CL arXiv_CL  Embedding  Unsupervised  Represenation_Learning  Regularization  Pose  PDF
• 2021-04-18 Variational Weakly Supervised Sentiment Analysis with Posterior Regularization    Ziqian Zeng, Yangqiu Song arXiv_AI arXiv_AI  Weakly_Supervised  Regularization  Pose  Sentiment  Prediction  PDF
• 2021-04-18 The hidden label-marginal biases of segmentation losses    Bingyuan Liu, Jose Dolz, Adrian Galdran, Riadh Kobbi, Ismail Ben Ayed arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  Medical  PDF
• 2021-04-18 Self-Supervised Pillar Motion Learning for Autonomous Driving    Chenxu Luo, Xiaodong Yang, Alan Yuille arXiv_CV arXiv_CV  Point_Cloud  Regularization  Self-Supervised  Pose  Autonomous  PDF
• 2021-04-17 Learning from Noisy Labels for Entity-Centric Information Extraction    Wenxuan Zhou, Muhao Chen arXiv_CL arXiv_CL  Regularization  Pose  Action  Inference  Prediction  PDF
• 2021-04-17 Visual Transformer Pruning    Mingjian Zhu, Kai Han, Yehui Tang, Yunhe Wang arXiv_CV arXiv_CV  Transformer  Regularization  Pose  PDF
• 2021-04-17 TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion    Jiapeng Wu, Yishi Xu, Yingxue Zhang, Chen Ma, Mark Coates, Jackie Chi Kit Cheung arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Regularization  Knowledge  Knowledge_Graph  Pose  Inference  PDF
• 2021-04-16 Semantic Image Matting    Yanan Sun, Chi-Keung Tang, Yu-Wing Tai arXiv_CV arXiv_CV  Image_Matting  Regularization  Pose  Action  Classification  Prediction  PDF
• 2021-04-15 See through Gradients: Image Batch Recovery via GradInversion    Hongxu Yin, Arun Mallya, Arash Vahdat, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov arXiv_CV arXiv_CV  Reconstruction  Optimization  Regularization  Pose  Matching  PDF
• 2021-04-14 Dewarping Document Image By Displacement Flow Estimation with Fully Convolutional Network    Guo-Wang Xie, Fei Yin, Xu-Yao Zhang, Cheng-Lin Liu arXiv_CV arXiv_CV  Recognition  Regularization  Pose  CNN  PDF
• 2021-04-12 Learning from Executions for Semantic Parsing    Bailin Wang, Mirella Lapata, Ivan Titov arXiv_CL arXiv_CL  Regularization  Knowledge  Pose  PDF
• 2021-04-12 Continual Learning for Text Classification with Information Disentanglement Based Regularization    Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang, Diyi Yang arXiv_AI arXiv_AI  Text_Classification  Regularization  Knowledge  Pose  Classification  Prediction  PDF
• 2021-04-12 Landmark Regularization: Ranking Guided Super-Net Training in Neural Architecture Search    Kaicheng Yu, Rene Ranftl, Mathieu Salzmann arXiv_CV arXiv_CV  NAS  Regularization  Relation  PDF
• 2021-04-12 Intra-Class Uncertainty Loss Function for Classification    He Zhu, Shan Yu arXiv_CV arXiv_CV  Regularization  Pose  Classification  Matching  PDF
• 2021-04-11 Constructing Contrastive samples via Summarization for Text Classification with limited annotations    Yangkai Du, Tengfei Ma, Lingfei Wu, Fangli Xu, Xuhong Zhang, Shouling Ji arXiv_CL arXiv_CL  Text_Classification  Represenation_Learning  Regularization  Pose  Contrastive_Learning  Classification  Summarization  PDF
• 2021-04-11 Integrating Information Theory and Adversarial Learning for Cross-modal Retrieval    Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew arXiv_CV arXiv_CV  Regularization  Adversarial  Pose  Classification  Matching  PDF
• 2021-04-11 UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost    Zhen Wu, Lijun Wu, Qi Meng, Yingce Xia, Shufang Xie, Tao Qin, Xinyu Dai, Tie-Yan Liu arXiv_CL arXiv_CL  Transformer  Bert  Text_Classification  Regularization  Pose  Classification  PDF
• 2021-04-10 Unified Source-Filter GAN: Unified Source-filter Network Based On Factorization of Quasi-Periodic Parallel WaveGAN    Reo Yoneyama, Yi-Chiao Wu, Tomoki Toda arXiv_SD arXiv_SD  Regularization  Adversarial  Speech  Pose  GAN  PDF
• 2021-04-09 Relating Adversarially Robust Generalization to Flat Minima    David Stutz, Matthias Hein, Bernt Schiele arXiv_CV arXiv_CV  Regularization  Adversarial  Pose  Relation  PDF
• 2021-04-08 Affine-modeled video extraction from a single motion blurred image    Daoyu Li, Liheng Bian, Jun Zhang arXiv_CV arXiv_CV  Optimization  Regularization  Pose  Action  PDF
• 2021-04-08 Phoneme-based Distribution Regularization for Speech Enhancement    Yajing Liu, Xiulian Peng, Zhiwei Xiong, Yan Lu arXiv_SD arXiv_SD  Enhancement  Recognition  Regularization  Speech  Pose  Classification  Attention  PDF
• 2021-04-08 Reconstructing Recognizable 3D Face Shapes based on 3D Morphable Models    Diqiong Jiang, Yiwei Jin, Risheng Deng, Ruofeng Tong, Fanglue Zhang, Yukun Yai, Ming Tang arXiv_CV arXiv_CV  Reconstruction  Recognition  3D  Regularization  Pose  Face  Relation  Face_Recognition  PDF
• 2021-04-07 Regularizing Generative Adversarial Networks under Limited Data    Hung-Yu Tseng, Lu Jiang, Ce Liu, Ming-Hsuan Yang, Weilong Yang arXiv_CV arXiv_CV  Regularization  Adversarial  Pose  GAN  PDF
• 2021-04-07 Dual-Consistency Semi-Supervised Learning with Uncertainty Quantification for COVID-19 Lesion Segmentation from CT Images    Yanwen Li, Luyang Luo, Huangjing Lin, Hao Chen, Pheng-Ann Heng arXiv_CV arXiv_CV  Segmentation  Unsupervised  Regularization  Knowledge  Pose  PDF
• 2021-04-07 Learning robust speech representation with an articulatory-regularized variational autoencoder    Marc-Antoine Georges, Laurent Girin, Jean-Luc Schwartz, Thomas Hueber arXiv_CL arXiv_CL  Reconstruction  Regularization  Speech  Denoising  PDF
• 2021-04-07 FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization    Zhengkun Tian, Jiangyan Yi, Ye Bai, Jianhua Tao, Shuai Zhang, Zhengqi Wen arXiv_CL arXiv_CL  Transformer  Recognition  RNN  Regularization  Speech  Pose  Speech_Recognition  Inference  Prediction  PDF
• 2021-04-06 Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation    Francesco Barbato, Marco Toldo, Umberto Michieli, Pietro Zanuttigh arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Optimization  Regularization  Pose  CNN  Autonomous  PDF
• 2021-04-06 MirrorNeRF: One-shot Neural Portrait RadianceField from Multi-mirror Catadioptric Imaging    Ziyu Wang, Liao Wang, Fuqiang Zhao, Minye Wu, Lan Xu, Jingyi Yu arXiv_CV arXiv_CV  Reconstruction  3D  Regularization  Pose  PDF
• 2021-04-06 Shapley Explanation Networks    Rui Wang, Xiaoqian Wang, David I. Inouye arXiv_AI arXiv_AI  Regularization  Pose  PDF
• 2021-04-06 Learnable Expansion-and-Compression Network for Few-shot Class-Incremental Learning    Boyu Yang, Mingbao Lin, Binghao Liu, Mengying Fu, Chang Liu, Rongrong Ji, Qixiang Ye arXiv_CV arXiv_CV  Regularization  Pose  Few-Shot  PDF
• 2021-04-06 Non-autoregressive Mandarin-English Code-switching Speech Recognition with Pinyin Mask-CTC and Word Embedding Regularization    Shun-Po Chuang, Heng-Jui Chang, Sung-Feng Huang, Hung-yi Lee arXiv_CL arXiv_CL  Embedding  Recognition  Regularization  Speech  Pose  Speech_Recognition  Inference  PDF
• 2021-04-06 Dissecting User-Perceived Latency of On-Device E2E Speech Recognition    Yuan Shangguan, Rohit Prabhavalkar, Hang Su, Jay Mahadeokar, Yangyang Shi, Jiatong Zhou, Chunyang Wu, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer arXiv_CL arXiv_CL  Recognition  Regularization  Speech  Pose  Speech_Recognition  PDF
• 2021-04-04 Information-theoretic regularization for Multi-source Domain Adaptation    Geon Yeong Park, Sang Wan Lee arXiv_AI arXiv_AI  Regularization  Adversarial  PDF
• 2021-04-03 Training Deep Normalizing Flow Models in Highly Incomplete Data Scenarios with Prior Regularization    Edgar A. Bernal arXiv_CV arXiv_CV  Optimization  Regularization  Pose  GAN  PDF
• 2021-04-03 Topological Regularization for Graph Neural Networks Augmentation    Rui Song, Fausto Giunchiglia, Ke Zhao, Hao Xu arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Regularization  Pose  PDF
• 2021-04-02 Self-supervised Video Representation Learning by Context and Motion Decoupling    Lianghua Huang, Yu Liu, Bin Wang, Pan Pan, Yinghui Xu, Rong Jin arXiv_AI arXiv_AI  Recognition  Represenation_Learning  Regularization  Self-Supervised  Action_Recognition  Action  Prediction  Video_Retrieval  Matching  PDF
• 2021-04-01 Fast DCTTS: Efficient Deep Convolutional Text-to-Speech    Minsu Kang, Jihyun Lee, Simin Kim, Injung Kim arXiv_AI arXiv_AI  Regularization  Speech  Pose  CNN  PDF
• 2021-04-01 Improved Image Generation via Sparse Modeling    Roy Ganz, Michael Elad arXiv_CV arXiv_CV  Sparse  Regularization  Adversarial  Deep_Learning  GAN  CNN  PDF
• 2021-04-01 Optimization Algorithm for Feedback and Feedforward Policies towards Robot Control Robust to Sensing Failures    Taisuke Kobayashi, Kenta Yoshizawa arXiv_RO arXiv_RO  Reinforcement_Learning  Optimization  Regularization  Knowledge  Pose  Inference  PDF
• 2021-04-01 EfficientNetV2: Smaller Models and Faster Training    Mingxing Tan, Quoc V. Le arXiv_CV arXiv_CV  NAS  Regularization  Pose  CNN  PDF
• 2021-03-31 Analysis on Image Set Visual Question Answering    Abhinav Khattar, Aviral Joshi, Har Simrat Singh, Pulkit Goel, Rohit Prakash Barnwal arXiv_CV arXiv_CV  Bert  Regularization  Adversarial  VQA  QA  PDF
• 2021-03-31 Learning by Aligning Videos in Time    Sanjay Haresh, Sateesh Kumar, Huseyin Coskun, Shahram Najam Syed, Andrey Konin, Muhammad Zeeshan Zia, Quoc-Huy Tran arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Regularization  Self-Supervised  Pose  Action  Classification  PDF
• 2021-03-31 Topology-Preserving 3D Image Segmentation Based On Hyperelastic Regularization    Daoping Zhang, Lok Ming Lui arXiv_CV arXiv_CV  Segmentation  3D  Regularization  Pose  PDF
• 2021-03-31 Weakly-Supervised Image Semantic Segmentation Using Graph Convolutional Networks    Shun-Yi Pan, Cheng-You Lu, Shih-Po Lee, Wen-Hsiao Peng arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Pose  CNN  PDF
• 2021-03-30 Multilayer Graph Clustering with Optimized Node Embedding    Mireille El Gheche, Pascal Frossard arXiv_AI arXiv_AI  Embedding  Optimization  Sparse  Regularization  Pose  PDF
• 2021-03-30 Learning monocular 3D reconstruction of articulated categories from motion    Filippos Kokkinos, Iasonas Kokkinos arXiv_CV arXiv_CV  Reconstruction  3D  Optimization  Regularization  Pose  Face  PDF
• 2021-03-30 Improving robustness against common corruptions with frequency biased models    Tonmoy Saikia, Cordelia Schmid, Thomas Brox arXiv_CV arXiv_CV  Regularization  Pose  Face  Classification  Detection  Object_Detection  PDF
• 2021-03-29 Flow-based Kernel Prior with Application to Blind Super-Resolution    Jingyun Liang, Kai Zhang, Shuhang Gu, Luc Van Gool, Radu Timofte arXiv_CV arXiv_CV  Super_Resolution  Optimization  Regularization  Pose  GAN  PDF
• 2021-03-29 Multiscale Clustering of Hyperspectral Images Through Spectral-Spatial Diffusion Geometry    Sam L. Polk, James M. Murphy arXiv_CV arXiv_CV  Regularization  PDF
• 2021-03-29 Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization    Xin Jin, Tianyu He, Kecheng Zheng, Zhiheng Yin, Xu Shen, Zhen Huang, Ruoyu Feng, Jianqiang Huang, Xian-Sheng Hua, Zhibo Chen arXiv_CV arXiv_CV  Surveillance  Person_Re-identification  Recognition  Gait_Recognition  Regularization  Knowledge  Re-identification  Inference  Prediction  Matching  PDF
• 2021-03-29 Capsule Network is Not More Robust than Convolutional Network    Jindong Gu, Volker Tresp, Han Hu arXiv_CV arXiv_CV  Reconstruction  Regularization  Pose  Classification  CNN  Image_Classification  PDF
• 2021-03-29 Selective Output Smoothing Regularization: Regularize Neural Networks by Softening Output Distributions    Xuan Cheng, Tianshu Xie, Xiaomin Wang, Qifeng Weng, Minghui Liu, Jiali Deng, Ming Liu arXiv_CV arXiv_CV  Regularization  Pose  Classification  Detection  CNN  Image_Classification  PDF
• 2021-03-28 Noise Injection-based Regularization for Point Cloud Processing    Xiao Zang, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Regularization  Pose  Classification  PDF
• 2021-03-27 Continuous Conditional Generative Adversarial Networks with Generator Regularization    Yufeng Zheng, Yunkai Zhang, Zeyu Zheng arXiv_CV arXiv_CV  Regularization  Adversarial  Pose  GAN  PDF
• 2021-03-26 Training a Better Loss Function for Image Restoration    Aamir Mustafa, Aliaksei Mikhailiuk, Dan Andrei Iliescu, Varun Babbar, Rafal K. Mantiuk arXiv_CV arXiv_CV  Super_Resolution  Restoration  Regularization  Pose  Denoising  PDF
• 2021-03-26 DivAug: Plug-in Automated Data Augmentation with Explicit Diversity Maximization    Zirui Liu, Haifeng Jin, Ting-Hsiang Wang, Kaixiong Zhou, Xia Hu arXiv_CV arXiv_CV  Unsupervised  Regularization  Pose  Relation  PDF
• 2021-03-26 Continual Speaker Adaptation for Text-to-Speech Synthesis    Hamed Hemati, Damian Borth arXiv_CL arXiv_CL  Regularization  Speech  Pose  PDF
• 2021-03-26 Building Reliable Explanations of Unreliable Neural Networks: Locally Smoothing Perspective of Model Interpretation    Dohun Lim, Hyeonseok Lee, Sungchan Kim arXiv_CV arXiv_CV  Regularization  Salient  Adversarial  Pose  Prediction  PDF
• 2021-03-25 I^3Net: Implicit Instance-Invariant Network for Adapting One-Stage Object Detectors    Chaoqi Chen, Zebiao Zheng, Yue Huang, Xinghao Ding, Yizhou Yu arXiv_CV arXiv_CV  Regularization  Pose  Detection  Object_Detection  Matching  PDF
• 2021-03-25 Recent Advances in Large Margin Learning    Yiwen Guo, Changshui Zhang arXiv_CV arXiv_CV  Regularization  Survey  Classification  PDF
• 2021-03-24 Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases    Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, Nikolaos Aletras, Ion Androutsopoulos, Prodromos Malakasiotis arXiv_CL arXiv_CL  Regularization  Pose  Action  PDF
• 2021-03-24 Coarse-to-Fine Domain Adaptive Semantic Segmentation with Photometric Alignment and Category-Center Regularization    Haoyu Ma, Xiangru Lin, Zifeng Wu, Yizhou Yu arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Regularization  Self-Supervised  Pose  PDF
• 2021-03-24 Jo-SRC: A Contrastive Approach for Combating Noisy Labels    Yazhou Yao, Zeren Sun, Chuanyi Zhang, Fumin Shen, Qi Wu, Jian Zhang, Zhenmin Tang arXiv_CV arXiv_CV  Regularization  Knowledge  Pose  Contrastive_Learning  Prediction  PDF
• 2021-03-24 MLAN: Multi-Level Adversarial Network for Domain Adaptive Semantic Segmentation    Jiaxing Huang, Dayan Guan, Shijian Lu, Aoran Xiao arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Regularization  Adversarial  Relation  PDF
• 2021-03-24 Learning Scene Structure Guidance via Cross-Task Knowledge Transfer for Single Depth Super-Resolution    Baoli Sun, Xinchen Ye, Baopu Li, Haojie Li, Zhihui Wang, Rui Xu arXiv_CV arXiv_CV  Super_Resolution  Regularization  Knowledge  Pose  Action  Prediction  PDF
• 2021-03-24 Beyond Visual Attractiveness: Physically Plausible Single Image HDR Reconstruction for Spherical Panoramas    Wei Wei, Li Guan, Yue Liu, Hao Kang, Haoxiang Li, Ying Wu, Gang Hua arXiv_CV arXiv_CV  Reconstruction  Regularization  Pose  Deep_Learning  Prediction  PDF
• 2021-03-23 Gradient Regularized Contrastive Learning for Continual Domain Adaptation    Shixiang Tang, Peng Su, Dapeng Chen, Wanli Ouyang arXiv_CV arXiv_CV  Regularization  Pose  Contrastive_Learning  Classification  PDF
• 2021-03-23 Spatio-Temporal Sparsification for General Robust Graph Convolution Networks    Mingming Lu, Ya Zhang arXiv_AI arXiv_AI  Sparse  Regularization  Adversarial  Pose  Deep_Learning  Attention  PDF
• 2021-03-22 Channel Scaling: A Scale-and-Select Approach for Transfer Learning    Ken C. L. Wong, Satyananda Kashyap, Mehdi Moradi arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Pose  Medical  CNN  PDF
• 2021-03-22 Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph Classification    Antonio Carta, Andrea Cossu, Federico Errica, Davide Bacciu arXiv_AI arXiv_AI  Represenation_Learning  Regularization  Classification  PDF
• 2021-03-22 Alleviate Exposure Bias in Sequence Prediction with Recurrent Neural Networks    Liping Yuan, Jiangtao Feng, Xiaoqing Zheng, Xuanjing Huang arXiv_CL arXiv_CL  RNN  Regularization  Pose  Prediction  PDF
• 2021-03-22 PriorityCut: Occlusion-guided Regularization for Warp-based Image Animation    Wai Ting Cheung, Gyeongsu Chae arXiv_CV arXiv_CV  Inpainting  Regularization  Knowledge  Self-Supervised  Pose  Relation  PDF
• 2021-03-19 Tf-GCZSL: Task-Free Generalized Continual Zero-Shot Learning    Chandan Gautam, Sethupathy Parameswaran, Ashish Mishra, Suresh Sundaram arXiv_AI arXiv_AI  Zero-Shot  Regularization  Knowledge  Pose  PDF
• 2021-03-19 Training image classifiers using Semi-Weak Label Data    Anxiang Zhang, Ankit Shah, Bhiksha Raj arXiv_CV arXiv_CV  Regularization  Pose  PDF
• 2021-03-18 Refining Neural Networks with Compositional Explanations    Huihan Yao, Ying Chen, Qinyuan Ye, Xisen Jin, Xiang Ren arXiv_CL arXiv_CL  Text_Classification  Regularization  Knowledge  Pose  Action  Classification  Relation  Inference  PDF
• 2021-03-18 Smoothing and Shrinking the Sparse Seq2Seq Search Space    Ben Peters, André F. T. Martins arXiv_CL arXiv_CL  Transformer  Sparse  Regularization  Pose  PDF
• 2021-03-18 Enhancing Transformer for Video Understanding Using Gated Multi-Level Attention and Temporal Adversarial Training    Saurabh Sahu, Palash Goyal arXiv_CV arXiv_CV  Transformer  Video_Caption  Regularization  Adversarial  Pose  Quantitative  Attention  PDF
• 2021-03-16 Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks    Minh Van Nguyen, Viet Dac Lai, Thien Huu Nguyen arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Regularization  Pose  Action  Deep_Learning  Detection  Relation  Relation_Extraction  CNN  Prediction  PDF
• 2021-03-16 Consistent Posterior Distributions under Vessel-Mixing: A Regularization for Cross-Domain Retinal Artery/Vein Classification    Chenxin Li, Yunlong Zhang, Zhehan Liang, Wenao Ma, Yue Huang, Xinghao Ding arXiv_CV arXiv_CV  Regularization  Pose  Classification  Deep_Learning  Prediction  PDF
• 2021-03-16 Invertible Residual Network with Regularization for Effective Medical Image Segmentation    Kashu Yamazaki, Vidhiwar Singh Rathour, T.Hoang Ngan Le arXiv_CV arXiv_CV  Segmentation  3D  Regularization  Pose  Medical  CNN  PDF
• 2021-03-16 Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation    Jungbeom Lee, Eunji Kim, Sungroh Yoon arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Weakly_Supervised  Regularization  Adversarial  Classification  PDF
• 2021-03-15 Multi-view Subword Regularization    Xinyi Wang, Sebastian Ruder, Graham Neubig arXiv_CL arXiv_CL  Segmentation  Regularization  Pose  Prediction  PDF
• 2021-03-15 Multi-Discriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems    Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich arXiv_SD arXiv_SD  Regularization  Adversarial  Speech  Pose  GAN  PDF
• 2021-03-12 Privacy Regularization: Joint Privacy-Utility Optimization in Language Models    Fatemehsadat Mireshghallah, Huseyin A. Inan, Marcello Hasegawa, Victor Rühle, Taylor Berg-Kirkpatrick, Robert Sim arXiv_CL arXiv_CL  Optimization  Regularization  Language_Model  PDF
• 2021-03-12 Multiview Sensing With Unknown Permutations: An Optimal Transport Approach    Yanting Ma, Petros T. Boufounos, Hassan Mansour, Shuchin Aeron arXiv_CV arXiv_CV  Regularization  PDF
• 2021-03-12 Self-Feature Regularization: Self-Feature Distillation Without Teacher Models    Wenxuan Fan, Zhenyan Hou arXiv_CV arXiv_CV  Regularization  Knowledge  Pose  Inference  PDF
• 2021-03-11 Intraclass clustering: an implicit learning ability that regularizes DNNs    Carbonnelle Simon, Christophe De Vleeschouwer arXiv_AI arXiv_AI  Regularization  PDF
• 2021-03-11 Preprint: Norm Loss: An efficient yet effective regularization method for deep neural networks    Theodoros Georgiou, Sebastian Schmitt, Thomas Bäck, Wei Chen, Michael Lew arXiv_CV arXiv_CV  Regularization  Pose  CNN  PDF
• 2021-03-10 Advancing Trajectory Optimization with Approximate Inference: Exploration, Covariance Control and Adaptive Risk    Joe Watson, Jan Peters arXiv_RO arXiv_RO  Optimization  Regularization  Inference  PDF
• 2021-03-10 Quantization-Guided Training for Compact TinyML Models    Sedigh Ghamari, Koray Ozcan, Thu Dinh, Andrey Melnikov, Juan Carvajal, Jan Ernst, Sek Chai arXiv_CV arXiv_CV  Quantization  Regularization  Pose  Detection  QA  PDF
• 2021-03-09 Content-Preserving Unpaired Translation from Simulated to Realistic Ultrasound Images    Devavrat Tomar, Lin Zhang, Tiziano Portenier, Orcun Goksel arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Pose  Quantitative  PDF
• 2021-03-09 Point-supervised Segmentation of Microscopy Images and Volumes via Objectness Regularization    Shijie Li, Neel Dey, Katharina Bermond, Leon von der Emde, Christine A. Curcio, Thomas Ach, Guido Gerig arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  3D  Regularization  PDF
• 2021-03-09 Self-supervised Regularization for Text Classification    Meng Zhou, Zechen Li, Pengtao Xie arXiv_CL arXiv_CL  Unsupervised  Text_Classification  Regularization  Self-Supervised  Pose  Classification  PDF
• 2021-03-09 Generative Transition Mechanism to Image-to-Image Translation via Encoded Transformation    Yaxin Shi, Xiaowei Zhou, Ping Liu, Ivor Tsang arXiv_CV arXiv_CV  Reconstruction  Regularization  Pose  GAN  Prediction  PDF
• 2021-03-08 Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization    Jizong Peng, Marco Pedersoli, Christian Desrosiers arXiv_CV arXiv_CV  Image_Caption  Segmentation  Embedding  Regularization  Pose  Deep_Learning  Medical  PDF
• 2021-03-08 Consistency Regularization for Adversarial Robustness    Jihoon Tack, Sihyun Yu, Jongheon Jeong, Minseon Kim, Sung Ju Hwang, Jinwoo Shin arXiv_AI arXiv_AI  Regularization  Adversarial  Pose  PDF
• 2021-03-08 Unveiling the Potential of Structure-Preserving for Weakly Supervised Object Localization    Xingjia Pan, Yingguo Gao, Zhiwen Lin, Fan Tang, Weiming Dong, Haolei Yuan, Feiyue Huang, Changsheng Xu arXiv_CV arXiv_CV  Weakly_Supervised  Regularization  Pose  Classification  Relation  CNN  PDF
• 2021-03-07 Estimating and Improving Fairness with Adversarial Learning    Xiaoxiao Li, Ziteng Cui, Yifan Wu, Li Gu, Tatsuya Harada arXiv_AI arXiv_AI  Regularization  Adversarial  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-03-06 High Perceptual Quality Image Denoising with a Posterior Sampling CGAN    Guy Ohayon, Theo Adrai, Gregory Vaksman, Michael Elad, Peyman Milanfar arXiv_CV arXiv_CV  Regularization  Adversarial  Pose  Deep_Learning  Denoising  GAN  PDF
• 2021-03-06 Efficient Continual Adaptation for Generative Adversarial Networks    Sakshi Varshney, Vinay Kumar Verma, Lawrence Carin, Piyush Rai arXiv_CV arXiv_CV  Regularization  Adversarial  Pose  GAN  PDF
• 2021-03-05 OperA: Attention-Regularized Transformers for Surgical Phase Recognition    Tobias Czempiel, Magdalini Paschali, Daniel Ostler, Seong Tae Kim, Benjamin Busam, Nassir Navab arXiv_AI arXiv_AI  Transformer  Recognition  Regularization  Attention  Summarization  PDF
• 2021-03-05 Cycle Self-Training for Domain Adaptation    Hong Liu, Jianmin Wang, Mingsheng Long arXiv_CV arXiv_CV  Unsupervised  Recognition  Regularization  Pose  Sentiment  PDF
• 2021-03-05 Teachers Do More Than Teach: Compressing Image-to-Image Models    Qing Jin, Jian Ren, Oliver J. Woodford, Jiazhuo Wang, Geng Yuan, Yanzhi Wang, Sergey Tulyakov arXiv_CV arXiv_CV  Regularization  Knowledge  Adversarial  Pose  GAN  PDF
• 2021-03-05 Enhanced Aspect-Based Sentiment Analysis Models with Progressive Self-supervised Attention Learning    Jinsong Su, Jialong Tang, Hui Jiang, Ziyao Lu, Yubin Ge, Linfeng Song, Deyi Xiong, Le Sun, Jiebo Luo arXiv_CL arXiv_CL  Regularization  Self-Supervised  Pose  Sentiment  Attention  Prediction  PDF
• 2021-03-04 Toward Robust Long Range Policy Transfer    Wei-Cheng Tseng, Jin-Siang Lin, Yao-Min Feng, Min Sun arXiv_AI arXiv_AI  Regularization  Pose  Action  PDF
• 2021-03-03 Cross-View Regularization for Domain Adaptive Panoptic Segmentation    Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Regularization  Pose  Attention  PDF
• 2021-03-03 Sparsity Aware Normalization for GANs    Idan Kligvasser, Tomer Michaeli arXiv_CV arXiv_CV  Sparse  Regularization  Adversarial  Pose  GAN  CNN  PDF
• 2021-03-03 Adaptive Consistency Regularization for Semi-Supervised Transfer Learning    Abulikemu Abuduweili, Xingjian Li, Humphrey Shi, Cheng-Zhong Xu, Dejing Dou arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Knowledge  Pose  PDF
• 2021-03-03 Group-wise Inhibition based Feature Regularization for Robust Classification    Haozhe Liu, Haoqian Wu, Weicheng Xie, Feng Liu, Linlin Shen arXiv_AI arXiv_AI  Regularization  Adversarial  Pose  Classification  Attention  CNN  PDF
• 2021-03-02 EnD: Entangling and Disentangling deep representations for bias correction    Enzo Tartaglione, Carlo Alberto Barbano, Marco Grangetto arXiv_AI arXiv_AI  Regularization  Pose  Detection  PDF
• 2021-03-02 A Structurally Regularized Convolutional Neural Network for Image Classification using Wavelet-based SubBand Decomposition    Pavel Sinha, Ioannis Psaromiligkos, Zeljko Zilic arXiv_CV arXiv_CV  Quantization  Regularization  Pose  Classification  CNN  Image_Classification  PDF
• 2021-03-02 Learning with Hyperspherical Uniformity    Weiyang Liu, Rongmei Lin, Zhen Liu, Li Xiong, Bernhard Schölkopf, Adrian Weller arXiv_CV arXiv_CV  Regularization  Pose  Action  Relation  PDF
• 2021-03-01 Explaining Adversarial Vulnerability with a Data Sparsity Hypothesis    Mahsa Paknezhad, Cuong Phuc Ngo, Amadeus Aristo Winarto, Alistair Cheong, Beh Chuen Yang, Wu Jiayang, Lee Hwee Kuan arXiv_AI arXiv_AI  Regularization  Adversarial  Pose  Deep_Learning  Prediction  PDF
• 2021-03-01 LocalDrop: A Hybrid Regularization for Deep Neural Networks    Ziqing Lu, Chang Xu, Bo Du, Takashi Ishida, Lefei Zhang, Masashi Sugiyama arXiv_AI arXiv_AI  Regularization  Pose  CNN  PDF
• 2021-02-28 Towards Continual, Online, Unsupervised Depth    Muhammad Umar Karim Khan arXiv_AI arXiv_AI  Unsupervised  Regularization  Pose  Action  Deep_Learning  PDF
• 2021-02-27 Deep Active Shape Model for Face Alignment and Pose Estimation    Ali Pourramezan Fard, Hojjat Abdollahi, Mohammad Mahoor arXiv_CV arXiv_CV  Facial_Landmark  Pose_Estimation  Regularization  Pose  Face  Detection  CNN  PDF
• 2021-02-25 Robust Pollen Imagery Classification with Generative Modeling and Mixup Training    Jaideep Murkute arXiv_CV arXiv_CV  Recognition  Regularization  Pose  Classification  Deep_Learning  CNN  Image_Classification  Prediction  PDF
• 2021-02-25 Visualizing MuZero Models    Joery A. de Vries, Ken S. Voskuil, Thomas M. Moerland, Aske Plaat arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Regularization  Pose  Action  PDF
• 2021-02-23 Enhancing Data-Free Adversarial Distillation with Activation Regularization and Virtual Interpolation    Xiaoyang Qu, Jianzong Wang, Jing Xiao arXiv_AI arXiv_AI  Regularization  Knowledge  Adversarial  Prediction  PDF
• 2021-02-22 Action Redundancy in Reinforcement Learning    Nir Baram, Guy Tennenholtz, Shie Mannor arXiv_AI arXiv_AI  Reinforcement_Learning  Regularization  Pose  Action  PDF
• 2021-02-22 Approximation of dilation-based spatial relations to add structural constraints in neural networks    Mateus Riva, Pietro Gori, Florian Yger, Roberto Cesar, Isabelle Bloch arXiv_AI arXiv_AI  Recognition  Regularization  Pose  Action  Relation  PDF
• 2021-02-21 Do Generative Models Know Disentanglement? Contrastive Learning is All You Need    Xuanchi Ren, Tao Yang, Yuwang Wang, Wenjun Zeng arXiv_AI arXiv_AI  Unsupervised  Regularization  Pose  Contrastive_Learning  GAN  PDF
• 2021-02-20 On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning    Ren Wang, Kaidi Xu, Sijia Liu, Pin-Yu Chen, Tsui-Wei Weng, Chuang Gan, Meng Wang arXiv_AI arXiv_AI  Regularization  Adversarial  Pose  Contrastive_Learning  Few-Shot  PDF
• 2021-02-20 Analyzing Overfitting under Class Imbalance in Neural Networks for Image Segmentation    Zeju Li, Konstantinos Kamnitsas, Ben Glocker arXiv_CV arXiv_CV  Segmentation  Regularization  Adversarial  Pose  PDF
• 2021-02-20 SSFG: Stochastically Scaling Features and Gradients for Regularizing Graph Convolution Networks    Haimin Zhang, Min Xu arXiv_CV arXiv_CV  Regularization  CNN  PDF
• 2021-02-19 Implicit Regularization in Tensor Factorization    Noam Razin, Asaf Maman, Nadav Cohen arXiv_AI arXiv_AI  Gradient_Descent  Optimization  Regularization  Quantitative  Deep_Learning  PDF
• 2021-02-18 Generative Speech Coding with Predictive Variance Regularization    W. Bastiaan Kleijn, Andrew Storus, Michael Chinen, Tom Denton, Felicia S. C. Lim, Alejandro Luebs, Jan Skoglund, Hengchin Yeh arXiv_SD arXiv_SD  Regularization  Speech  PDF
• 2021-02-18 Fuzzy clustering algorithms with distance metric learning and entropy regularization    Sara Ines Rizo Rodriguez, Francisco de Assis Tenorio de Carvalho arXiv_AI arXiv_AI  Segmentation  Recognition  Regularization  Pose  Relation  PDF
• 2021-02-18 Random Projections for Improved Adversarial Robustness    Ginevra Carbone, Guido Sanguinetti, Luca Bortolussi arXiv_AI arXiv_AI  Regularization  Adversarial  Pose  Prediction  PDF
• 2021-02-17 Muddling Labels for Regularization, a novel approach to generalization    Karim Lounici, Katia Meziani, Benjamin Riu arXiv_AI arXiv_AI  Gradient_Descent  Regularization  Relation  Prediction  PDF
• 2021-02-17 Time Matters in Using Data Augmentation for Vision-based Deep Reinforcement Learning    Byungchan Ko, Jungseul Ok arXiv_AI arXiv_AI  Reinforcement_Learning  OCR  Regularization  Pose  PDF
• 2021-02-16 SiMaN: Sign-to-Magnitude Network Binarization    Mingbao Lin, Rongrong Ji, Zihan Xu, Baochang Zhang, Fei Chao, Mingliang Xu, Chia-Wen Lin, Ling Shao arXiv_AI arXiv_AI  Optimization  Regularization  PDF
• 2021-02-15 Posterior-Aided Regularization for Likelihood-Free Inference    Dongjun Kim, Kyungwoo Song, Seungjae Shin, Wanmo Kang, Il-Chul Moon arXiv_AI arXiv_AI  Regularization  Pose  Inference  PDF
• 2021-02-15 Plug-and-Play external and internal priors for image restoration    Pasquale Cascarano, Elena Loli Piccolomini, Elena Morotti, Andrea Sebastiani arXiv_CV arXiv_CV  Restoration  Optimization  Regularization  Pose  Medical  CNN  PDF
• 2021-02-15 Generating Structured Adversarial Attacks Using Frank-Wolfe Method    Ehsan Kazemi, Thomas Kerdreux, Liquang Wang arXiv_AI arXiv_AI  Optimization  Regularization  Adversarial  Pose  Classification  PDF
• 2021-02-14 Model-Agnostic Graph Regularization for Few-Shot Learning    Ethan Shen, Maria Brbic, Nicholas Monath, Jiaqi Zhai, Manzil Zaheer, Jure Leskovec arXiv_CV arXiv_CV  Optimization  Regularization  Knowledge  Knowledge_Graph  Pose  Classification  Relation  Few-Shot  PDF
• 2021-02-12 PAC-BUS: Meta-Learning Bounds via PAC-Bayes and Uniform Stability    Alec Farid, Anirudha Majumdar arXiv_AI arXiv_AI  Regularization  Classification  PDF
• 2021-02-11 Variational Bayesian Sequence-to-Sequence Networks for Memory-Efficient Sign Language Translation    Harris Partaourides, Andreas Voskou, Dimitrios Kosmopoulos, Sotirios Chatzis, Dimitris N. Metaxas arXiv_CV arXiv_CV  Regularization  Pose  PDF
• 2021-02-10 Learning to Enhance Visual Quality via Hyperspectral Domain Mapping    Harsh Sinha, Aditya Mehta, Murari Mandal, Pratik Narang arXiv_CV