Regularization

Regularization

• 2022-01-21 Contrastive and Selective Hidden Embeddings for Medical Image Segmentation    Zhuowei Li, Zihao Liu, Zhiqiang Hu, Qing Xia, Ruiqin Xiong, Shaoting Zhang, Dimitris Metaxas, Tingting Jiang arXiv_CV arXiv_CV  Segmentation  Embedding  Regularization  Pose  Contrastive_Learning  Medical  PDF
• 2022-01-21 SegTransVAE: Hybrid CNN -- Transformer with Regularization for medical image segmentation    Quan-Dung Pham (1), Hai Nguyen-Truong (1, 2 and 3), Nam Nguyen Phuong (1), Khoa N. A. Nguyen (1, 2 and 3) ((1) VinBrain JSC., Vietnam, (2) University of Science, Ho Chi Minh City, Vietnam, (3) Vietnam National University, Ho Chi Minh City, Vietnam) arXiv_CV arXiv_CV  Transformer  Segmentation  Regularization  Knowledge  Pose  Deep_Learning  Medical  Inference  PDF
• 2022-01-21 Can Model Compression Improve NLP Fairness    Guangxuan Xu, Qingyuan Hu arXiv_CL arXiv_CL  Regularization  Knowledge  Attention  Language_Model  PDF
• 2022-01-20 Iterated Reasoning with Mutual Information in Cooperative and Byzantine Decentralized Teaming    Sachin Konan, Esmaeil Seraj, Matthew Gombolay arXiv_AI arXiv_AI  Reinforcement_Learning  Regularization  Action  PDF
• 2022-01-20 Steerable Pyramid Transform Enables Robust Left Ventricle Quantification    Xiangyang Zhu, Kede Ma, Wufeng Xue arXiv_CV arXiv_CV  Regularization  Adversarial  Pose  CNN  Prediction  PDF
• 2022-01-20 Informative Pseudo-Labeling for Graph Neural Networks with Few Labels    Yayong Li, Jie Yin, Ling Chen arXiv_AI arXiv_AI  Regularization  Self-Supervised  Pose  Classification  PDF
• 2022-01-19 Simpler is better: spectral regularization and up-sampling techniques for variational autoencoders    Sara Björk, Jonas Nordhaug Myhre, Thomas Haugland Johansen arXiv_CV arXiv_CV  Regularization  Adversarial  Pose  GAN  PDF
• 2022-01-19 Unveiling Project-Specific Bias in Neural Code Models    Zhiming Li, Yanzhou Li, Tianlin Li, Mengnan Du, Bozhi Wu, Yushi Cao, Xiaofei Xie, Yi Li, Yang Liu arXiv_AI arXiv_AI  Regularization  Knowledge  Adversarial  Pose  Detection  Relation  Inference  Prediction  PDF
• 2022-01-18 Convergence of policy gradient for entropy regularized MDPs with neural network approximation in the mean-field regime    Bekzhan Kerimkulov, James-Michael Leahy, David Šiška, Lukasz Szpruch arXiv_AI arXiv_AI  Regularization  Action  PDF
• 2022-01-18 Deep Equilibrium Models for Video Snapshot Compressive Imaging    Yaping Zhao, Siming Zheng, Xin Yuan arXiv_CV arXiv_CV  Reconstruction  RNN  Regularization  Pose  Quantitative  Deep_Learning  PDF
• 2022-01-18 When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework    Xinyi Zou, Yan Yan, Jing-Hao Xue, Si Chen, Hanzi Wang arXiv_CV arXiv_CV  Recognition  Regularization  Pose  Emotion  Few-Shot  Inference  PDF
• 2022-01-18 Pruning-aware Sparse Regularization for Network Pruning    Nanfei Jiang, Xu Zhao, Chaoyang Zhao, Yongqi An, Ming Tang, Jinqiao Wang arXiv_AI arXiv_AI  Sparse  Regularization  Pose  CNN  PDF
• 2022-01-16 ALA: Adversarial Lightness Attack via Naturalness-aware Regularizations    Liangru Sun, Felix Juefei-Xu, Yihao Huang, Qing Guo, Jiayi Zhu, Jincao Feng, Yang Liu, Geguang Pu arXiv_AI arXiv_AI  Recognition  Regularization  Adversarial  Pose  Classification  Denoising  Image_Classification  PDF
• 2022-01-16 Sequential Recommendation via Stochastic Self-Attention    Ziwei Fan, Zhiwei Liu, Yu Wang, Alice Wang, Zahra Nazari, Lei Zheng, Hao Peng, Philip S. Yu arXiv_AI arXiv_AI  Transformer  Optimization  Regularization  Pose  Relation  Attention  Recommendation  PDF
• 2022-01-15 Learning Temporally and Semantically Consistent Unpaired Video-to-video Translation Through Pseudo-Supervision From Synthetic Optical Flow    Kaihong Wang, Kumar Akash, Teruhisa Misu arXiv_CV arXiv_CV  Unsupervised  Regularization  Pose  Optical_Flow  PDF
• 2022-01-13 STEdge: Self-training Edge Detection with Multi-layer Teaching and Regularization    Yunfan Ye, Renjiao Yi, Zhiping Cai, Kai Xu arXiv_CV arXiv_CV  Edge_Detection  Regularization  Salient  Self-Supervised  Pose  Detection  Prediction  PDF
• 2022-01-13 Automatic Sparse Connectivity Learning for Neural Networks    Zhimin Tang, Linkai Luo, Bike Xie, Yiyu Zhu, Rujie Zhao, Lvqing Bi, Chao Lu arXiv_AI arXiv_AI  Sparse  Regularization  Pose  Deep_Learning  PDF
• 2022-01-11 In Defense of the Unitary Scalarization for Deep Multi-Task Learning    Vitaly Kurin, Alessandro De Palma, Ilya Kostrikov, Shimon Whiteson, M. Pawan Kumar arXiv_CV arXiv_CV  Reinforcement_Learning  Optimization  Regularization  Pose  PDF
• 2022-01-10 Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks    Claudio Filipi Gonçalves dos Santos, João Paulo Papa arXiv_CV arXiv_CV  Regularization  Survey  Classification  Detection  Object_Detection  CNN  Image_Classification  PDF
• 2022-01-10 Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems    Lianghao Xia, Chao Huang, Yong Xu, Huance Xu, Xiang Li, Weiguo Zhang arXiv_AI arXiv_AI  Regularization  Knowledge  Action  Deep_Learning  Recommendation  PDF
• 2022-01-10 Information-Theoretic Bias Reduction via Causal View of Spurious Correlation    Seonguk Seo, Joon-Young Lee, Bohyung Han arXiv_AI arXiv_AI  Unsupervised  Recognition  Regularization  Pose  Face  Relation  Face_Recognition  Prediction  PDF
• 2022-01-09 Enhanced total variation minimization for stable image reconstruction    Congpei An, Hao-Ning Wu, Xiaoming Yuan arXiv_CV arXiv_CV  Reconstruction  Enhancement  Regularization  Pose  Image_Enhancement  Medical  PDF
• 2022-01-08 Hyperspectral Image Denoising Using Non-convex Local Low-rank and Sparse Separation with Spatial-Spectral Total Variation Regularization    Chong Peng, Yang Liu, Yongyong Chen, Xinxin Wu, Andrew Cheng, Zhao Kang, Chenglizhao Chen, Qiang Cheng arXiv_CV arXiv_CV  Sparse  Regularization  Pose  Denoising  PDF
• 2022-01-08 RARA: Zero-shot Sim2Real Visual Navigation with Following Foreground Cues    Klaas Kelchtermans, Tinne Tuytelaars arXiv_RO arXiv_RO  Reinforcement_Learning  Zero-Shot  Regularization  Action  Quantitative  PDF
• 2022-01-08 Relieving Long-tailed Instance Segmentation via Pairwise Class Balance    Yin-Yin He, Peizhen Zhang, Xiu-Shen Wei, Xiangyu Zhang, Jian Sun arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  Classification  Prediction  PDF
• 2022-01-07 Stay Positive: Knowledge Graph Embedding Without Negative Sampling    Ainaz Hajimoradlou, Mehran Kazemi arXiv_AI arXiv_AI  Embedding  Regularization  Knowledge  Knowledge_Graph  Pose  Classification  Relation  PDF
• 2022-01-07 Offline Reinforcement Learning for Road Traffic Control    Mayuresh Kunjir, Sanjay Chawla arXiv_AI arXiv_AI  Reinforcement_Learning  Regularization  Action  PDF
• 2022-01-06 Compact Bidirectional Transformer for Image Captioning    Yuanen Zhou, Zhenzhen Hu, Daqing Liu, Huixia Ben, Meng Wang arXiv_CV arXiv_CV  Image_Caption  Transformer  Regularization  Action  Caption  PDF
• 2022-01-05 Learning Semantic Ambiguities for Zero-Shot Learning    Celina Hanouti, Hervé Le Borgne arXiv_CV arXiv_CV  Zero-Shot  Regularization  Pose  PDF
• 2022-01-05 Neural KEM: A Kernel Method with Deep Coefficient Prior for PET Image Reconstruction    Siqi Li, Kuang Gong, Ramsey D. Badawi, Edward J. Kim, Jinyi Qi, Guobao Wang arXiv_CV arXiv_CV  Reconstruction  Optimization  Regularization  Pose  CNN  PDF
• 2022-01-04 Weakly-supervised continual learning for class-incremental segmentation    Gaston Lenczner, Adrien Chan-Hon-Tong, Nicola Luminari, Bertrand Le Saux arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Regularization  Pose  Deep_Learning  PDF
• 2022-01-02 Riemannian Nearest-Regularized Subspace Classification for Polarimetric SAR images    Junfei Shi, Haiyan Jin arXiv_CV arXiv_CV  Represenation_Learning  Regularization  Pose  Classification  Relation  Image_Classification  PDF
• 2021-12-31 InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering    Mijeong Kim, Seonguk Seo, Bohyung Han arXiv_CV arXiv_CV  Reconstruction  Regularization  Pose  Few-Shot  PDF
• 2021-12-30 Leveraging in-domain supervision for unsupervised image-to-image translation tasks via multi-stream generators    Dvir Yerushalmi, Dov Danon, Amit H. Bermano arXiv_AI arXiv_AI  Segmentation  Unsupervised  Semantic_Segmentation  Regularization  Knowledge  Pose  Detection  PDF
• 2021-12-30 Continually Learning Self-Supervised Representations with Projected Functional Regularization    Alex Gomez-Villa, Bartlomiej Twardowski, Lu Yu, Andrew D. Bagdanov, Joost van de Weijer arXiv_CV arXiv_CV  Image_Caption  Regularization  Knowledge  Self-Supervised  Pose  PDF
• 2021-12-29 Deep Graph Clustering via Dual Correlation Reduction    Yue Liu, Wenxuan Tu, Sihang Zhou, Xinwang Liu, Linxuan Song, Xihong Yang, En Zhu arXiv_CV arXiv_CV  Regularization  Self-Supervised  Pose  Relation  Attention  PDF
• 2021-12-27 SPIDER: Searching Personalized Neural Architecture for Federated Learning    Erum Mushtaq, Chaoyang He, Jie Ding, Salman Avestimehr arXiv_CV arXiv_CV  NAS  Regularization  Inference  PDF
• 2021-12-26 Neuro-Symbolic Hierarchical Rule Induction    Claire Glanois, Xuening Feng, Zhaohui Jiang, Paul Weng, Matthieu Zimmer, Dong Li, Wulong Liu arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Regularization  Pose  GAN  PDF
• 2021-12-26 Generative Kernel Continual learning    Mohammad Mahdi Derakhshani, Xiantong Zhen, Ling Shao, Cees G. M. Snoek arXiv_AI arXiv_AI  Regularization  Classification  PDF
• 2021-12-23 Pose Adaptive Dual Mixup for Few-Shot Single-View 3D Reconstruction    Ta-Ying Cheng, Hsuan-Ru Yang, Niki Trigoni, Hwann-Tzong Chen, Tyng-Luh Liu arXiv_CV arXiv_CV  Reconstruction  3D  Regularization  Pose  Action  Classification  Few-Shot  Prediction  PDF
• 2021-12-22 Entropy-Regularized Partially Observed Markov Decision Processes    Timothy L. Molloy, Girish N. Nair arXiv_AI arXiv_AI  Regularization  PDF
• 2021-12-22 Maximum Entropy on Erroneous Predictions : Improving model calibration for medical image segmentation    Agostina Larrazabal, Cesar Martinez, Jose Dolz, Enzo Ferrante arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  Medical  Prediction  PDF
• 2021-12-22 Robust learning of data anomalies with analytically-solvable entropic outlier sparsification    Illia Horenko arXiv_AI arXiv_AI  Unsupervised  Regularization  Pose  Classification  Detection  PDF
• 2021-12-22 Joint-training on Symbiosis Networks for Deep Nueral Machine Translation models    Zhengzhe Yu, Jiaxin Guo, Minghan Wang, Daimeng Wei, Hengchao Shang, Zongyao Li, Zhanglin Wu, Yuxia Wang, Yimeng Chen, Chang Su, Min Zhang, Lizhi Lei, shimin tao, Hao Yang arXiv_AI arXiv_AI  Transformer  Regularization  Pose  NMT  PDF
• 2021-12-21 Can We Use Neural Regularization to Solve Depth Super-Resolution?    Milena Gazdieva, Oleg Voynov, Alexey Artemov, Youyi Zheng, Luiz Velho, Evgeny Burnaev arXiv_CV arXiv_CV  Super_Resolution  Regularization  PDF
• 2021-12-21 Point spread function estimation for blind image deblurring problems based on framelet transform    Reza Parvaz arXiv_CV arXiv_CV  Regularization  Pose  Face  Action  PDF
• 2021-12-21 Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement    Yichao Du, Zhirui Zhang, Weizhi Wang, Boxing Chen, Jun Xie, Tong Xu arXiv_CL arXiv_CL  Recognition  Regularization  Speech  Pose  Speech_Recognition  PDF
• 2021-12-21 Generalized Few-Shot Semantic Segmentation: All You Need is Fine-Tuning    Josh Myers-Dean, Yinan Zhao, Brian Price, Scott Cohen, Danna Gurari arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Pose  Few-Shot  PDF
• 2021-12-20 RvS: What is Essential for Offline RL via Supervised Learning?    Scott Emmons, Benjamin Eysenbach, Ilya Kostrikov, Sergey Levine arXiv_AI arXiv_AI  Transformer  Reinforcement_Learning  Regularization  PDF
• 2021-12-20 General Greedy De-bias Learning    Xinzhe Han, Shuhui Wang, Chi Su, Qingming Huang, Qi Tian arXiv_CV arXiv_CV  Gradient_Descent  Regularization  Knowledge  Adversarial  Pose  Classification  Relation  VQA  Image_Classification  Prediction  PDF
• 2021-12-20 Spiral Language Modeling    Yong Cao, Yukun Feng, Shaohui Kuang, Gu Xu arXiv_AI arXiv_AI  Optimization  Regularization  Pose  NMT  Text_Generation  Language_Model  PDF
• 2021-12-20 Projected Sliced Wasserstein Autoencoder-based Hyperspectral Images Anomaly Detection    Yurong Chen, Hui Zhang, Yaonan Wang, Q. M. Jonathan Wu, Yimin Yang arXiv_CV arXiv_CV  Regularization  Pose  Detection  Inference  PDF
• 2021-12-19 MoCaNet: Motion Retargeting in-the-wild via Canonicalization Networks    Wentao Zhu, Zhuoqian Yang, Ziang Di, Wayne Wu, Yizhou Wang, Chen Change Loy arXiv_CV arXiv_CV  Reconstruction  Unsupervised  3D  Regularization  Pose  Action  PDF
• 2021-12-19 Controlling the Quality of Distillation in Response-Based Network Compression    Vibhas Vats, David Crandall arXiv_AI arXiv_AI  Regularization  Knowledge  Pose  Classification  PDF
• 2021-12-17 Neurashed: A Phenomenological Model for Imitating Deep Learning Training    Weijie J. Su arXiv_CV arXiv_CV  Regularization  Deep_Learning  PDF
• 2021-12-17 Information-theoretic stochastic contrastive conditional GAN: InfoSCC-GAN    Vitaliy Kinakh, Mariia Drozdova, Guillaume Quétant, Tobias Golling, Slava Voloshynovskiy arXiv_CV arXiv_CV  Unsupervised  Regularization  Adversarial  Pose  GAN  PDF
• 2021-12-17 Complex Functional Maps : a Conformal Link Between Tangent Bundles    Nicolas Donati (LIX), Etienne Corman (LORIA, CNRS, PIXEL), Simone Melzi (Sapienza University of Rome), Maks Ovsjanikov (LIX) arXiv_CV arXiv_CV  Regularization  Face  PDF
• 2021-12-16 How to augment your ViTs? Consistency loss and StyleAug, a random style transfer augmentation    Akash Umakantha, Joao D. Semedo, S. Alireza Golestaneh, Wan-Yi S. Lin arXiv_CV arXiv_CV  Transformer  Style_Transfer  Regularization  Classification  CNN  Image_Classification  PDF
• 2021-12-16 Sparse Coding with Multi-Layer Decoders using Variance Regularization    Katrina Evtimova, Yann LeCun arXiv_CV arXiv_CV  Reconstruction  Sparse  Regularization  Pose  Classification  Relation  Denoising  PDF
• 2021-12-16 Solving Inverse Problems with NerfGANs    Giannis Daras, Wen-Sheng Chu, Abhishek Kumar, Dmitry Lagun, Alexandros G. Dimakis arXiv_AI arXiv_AI  Reconstruction  Inpainting  Regularization  Pose  Face  GAN  PDF
• 2021-12-16 Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic Segmentation    Jie Qin, Jie Wu, Xuefeng Xiao, Lujun Li, Xingang Wang arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Weakly_Supervised  Regularization  Salient  Pose  Classification  Attention  PDF
• 2021-12-16 Intelli-Paint: Towards Developing Human-like Painting Agents    Jaskirat Singh, Cameron Smith, Jose Echevarria, Liang Zheng arXiv_AI arXiv_AI  Regularization  Pose  Quantitative  Attention  PDF
• 2021-12-16 Bootstrap Equilibrium and Probabilistic Speaker Representation Learning for Self-supervised Speaker Verification    Sung Hwan Mun, Min Hyun Han, Dongjune Lee, Jihwan Kim, Nam Soo Kim arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Regularization  Speech  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-12-16 Characterizing and addressing the issue of oversmoothing in neural autoregressive sequence modeling    Ilia Kulikov, Maksim Eremeev, Kyunghyun Cho arXiv_CL arXiv_CL  Regularization  Pose  PDF
• 2021-12-16 Extreme Zero-Shot Learning for Extreme Text Classification    Yuanhao Xiong, Wei-Cheng Chang, Cho-Jui Hsieh, Hsiang-Fu Yu, Inderjit Dhillon arXiv_CL arXiv_CL  Transformer  Embedding  Zero-Shot  Text_Classification  Regularization  Self-Supervised  Pose  Face  Classification  Few-Shot  PDF
• 2021-12-15 Rethinking Influence Functions of Neural Networks in the Over-parameterized Regime    Rui Zhang, Shihua Zhang arXiv_AI arXiv_AI  Regularization  Relation  Prediction  PDF
• 2021-12-14 AdaViT: Adaptive Tokens for Efficient Vision Transformer    Hongxu Yin, Arash Vahdat, Jose Alvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov arXiv_CV arXiv_CV  Transformer  Regularization  Pose  Classification  Image_Classification  Inference  PDF
• 2021-12-14 Mitigating Channel-wise Noise for Single Image Super Resolution    Srimanta Mandal, Kuldeep Purohit, A. N. Rajagopalan arXiv_CV arXiv_CV  Super_Resolution  Regularization  Knowledge  Pose  PDF
• 2021-12-14 Geometry-Contrastive Transformer for Generalized 3D Pose Transfer    Haoyu Chen, Hao Tang, Zitong Yu, Nicu Sebe, Guoying Zhao arXiv_CV arXiv_CV  Transformer  3D  Regularization  Pose  Quantitative  Attention  PDF
• 2021-12-13 Sparse Interventions in Language Models with Differentiable Masking    Nicola De Cao, Leon Schmid, Dieuwke Hupkes, Ivan Titov arXiv_CL arXiv_CL  Sparse  RNN  Regularization  Pose  Detection  Language_Model  PDF
• 2021-12-11 Curvature-guided dynamic scale networks for Multi-view Stereo    Khang Truong Giang, Soohwan Song, Sungho Jo arXiv_AI arXiv_AI  Reconstruction  3D  Regularization  Pose  Face  Action  Matching  PDF
• 2021-12-10 Revisiting Consistency Regularization for Semi-Supervised Learning    Yue Fan, Anna Kukleva, Bernt Schiele arXiv_CV arXiv_CV  Regularization  Pose  PDF
• 2021-12-09 Specificity-Preserving Federated Learning for MR Image Reconstruction    Chun-Mei Feng, Yunlu Yan, Huazhu Fu, Yong Xu, Ling Shao arXiv_CV arXiv_CV  Reconstruction  Optimization  Regularization  Pose  PDF
• 2021-12-09 PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures    Dan Hendrycks, Andy Zou, Mantas Mazeika, Leonard Tang, Dawn Song, Jacob Steinhardt arXiv_CV arXiv_CV  Regularization  Adversarial  Detection  Prediction  PDF
• 2021-12-09 Plenoxels: Radiance Fields without Neural Networks    Alex Yu, Sara Fridovich-Keil, Matthew Tancik, Qinhong Chen, Benjamin Recht, Angjoo Kanazawa arXiv_CV arXiv_CV  3D  Sparse  Regularization  PDF
• 2021-12-09 Provable Continual Learning via Sketched Jacobian Approximations    Reinhard Heckel arXiv_AI arXiv_AI  Sketch  Regularization  Pose  PDF
• 2021-12-09 Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer    Xiangde Luo, Minhao Hu, Tao Song, Guotai Wang, Shaoting Zhang arXiv_CV arXiv_CV  Transformer  Segmentation  Regularization  Deep_Learning  Medical  CNN  Prediction  PDF
• 2021-12-08 Self-Supervised Speaker Verification with Simple Siamese Network and Self-Supervised Regularization    Mufan Sang, Haoqi Li, Fang Liu, Andrew O. Arnold, Li Wan arXiv_SD arXiv_SD  Represenation_Learning  Regularization  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-12-08 Feature Statistics Mixing Regularization for Generative Adversarial Networks    Junho Kim, Yunjey Choi, Youngjung Uh arXiv_CV arXiv_CV  Regularization  Adversarial  Pose  GAN  Prediction  PDF
• 2021-12-08 Hyper-parameter optimization based on soft actor critic and hierarchical mixture regularization    Chaoyue Liu, Yulai Zhang arXiv_AI arXiv_AI  Reinforcement_Learning  Optimization  Regularization  Pose  PDF
• 2021-12-07 A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images    Edoardo Arnaudo, Fabio Cermelli, Antonio Tavera, Claudio Rossi, Barbara Caputo arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Knowledge  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-12-07 GraDIRN: Learning Iterative Gradient Descent-based Energy Minimization for Deformable Image Registration    Huaqi Qiu, Kerstin Hammernik, Chen Qin, Daniel Rueckert arXiv_CV arXiv_CV  Reconstruction  Embedding  Gradient_Descent  3D  Optimization  Regularization  Deep_Learning  CNN  PDF
• 2021-12-07 Low-rank Tensor Decomposition for Compression of Convolutional Neural Networks Using Funnel Regularization    Bo-Shiuan Chu, Che-Rung Lee arXiv_AI arXiv_AI  Optimization  Regularization  Pose  Relation  CNN  PDF
• 2021-12-07 Robust Speech Representation Learning via Flow-based Embedding Regularization    Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan arXiv_SD arXiv_SD  Embedding  Represenation_Learning  Regularization  Speech  Pose  Action  Deep_Learning  PDF
• 2021-12-06 Dynamic imaging using Motion-Compensated SmooThness Regularization on Manifolds    Qing Zou, Luis A. Torres, Sean B. Fain, Nara S. Higano, Alister J. Bates, Mathews Jacob arXiv_CV arXiv_CV  Reconstruction  Unsupervised  3D  Regularization  PDF
• 2021-12-06 Functional Regularization for Reinforcement Learning via Learned Fourier Features    Alexander C. Li, Deepak Pathak arXiv_CV arXiv_CV  Embedding  Reinforcement_Learning  Optimization  Regularization  Pose  PDF
• 2021-12-06 Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization    Yunhao Ge, Zhi Xu, Yao Xiao, Gan Xin, Yunkui Pang, Laurent Itti arXiv_CV arXiv_CV  Zero-Shot  Represenation_Learning  Regularization  Pose  Quantitative  GAN  PDF
• 2021-12-06 ALIKE: Accurate and Lightweight Keypoint Detection and Descriptor Extraction    Xiaoming Zhao, Xingming Wu, Jinyu Miao, Weihai Chen, Peter C. Y. Chen, Zhengguo Li arXiv_CV arXiv_CV  Pose_Estimation  Regularization  Pose  Action  Detection  Inference  PDF
• 2021-12-06 Clue Me In: Semi-Supervised FGVC with Out-of-Distribution Data    Ruoyi Du, Dongliang Chang, Zhanyu Ma, Yi-Zhe Song, Jun Guo arXiv_CV arXiv_CV  Optimization  Regularization  Knowledge  Pose  Classification  Relation  PDF
• 2021-12-05 Joint Symmetry Detection and Shape Matching for Non-Rigid Point Cloud    Abhishek Sharma, Maks Ovsjanikov arXiv_AI arXiv_AI  Point_Cloud  3D  Regularization  Pose  Detection  Matching  PDF
• 2021-12-05 Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation    Yichi Zhang, Qingcheng Liao, Rushi Jiao, Jicong Zhang arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  Medical  Prediction  PDF
• 2021-12-04 Towards the One Learning Algorithm Hypothesis: A System-theoretic Approach    Christos Mavridis, John Baras arXiv_AI arXiv_AI  Optimization  Regularization  Knowledge  Pose  Action  Deep_Learning  Attention  PDF
• 2021-12-04 HHF: Hashing-guided Hinge Function for Deep Hashing Retrieval    Chengyin Xu, Zhengzhuo Xu, Zenghao Chai, Hongjia Li, Qiruyi Zuo, Lingyu Yang, Chun Yuan arXiv_CV arXiv_CV  Quantization  Image_Retrieval  Regularization  Pose  PDF
• 2021-12-03 Data-Free Neural Architecture Search via Recursive Label Calibration    Zechun Liu, Zhiqiang Shen, Yun Long, Eric Xing, Kwang-Ting Cheng, Chas Leichner arXiv_AI arXiv_AI  NAS  Regularization  Knowledge  Pose  PDF
• 2021-12-03 Echocardiography Segmentation with Enforced Temporal Consistency    Nathan Painchaud, Nicolas Duchateau, Olivier Bernard, Pierre-Marc Jodoin arXiv_CV arXiv_CV  Segmentation  Embedding  Regularization  Pose  CNN  PDF
• 2021-12-02 Quantifying the uncertainty of neural networks using Monte Carlo dropout for deep learning based quantitative MRI    Mehmet Yigit Avci, Ziyu Li, Qiuyun Fan, Susie Huang, Berkin Bilgic, Qiyuan Tian arXiv_AI arXiv_AI  Regularization  Pose  Action  Quantitative  Deep_Learning  Inference  Prediction  PDF
• 2021-12-02 Zero-Shot Text-Guided Object Generation with Dream Fields    Ajay Jain, Ben Mildenhall, Jonathan T. Barron, Pieter Abbeel, Ben Poole arXiv_AI arXiv_AI  3D  Zero-Shot  Regularization  Caption  PDF
• 2021-12-02 Training Efficiency and Robustness in Deep Learning    Fartash Faghri arXiv_AI arXiv_AI  Embedding  Optimization  Regularization  Adversarial  Pose  Deep_Learning  Prediction  PDF
• 2021-12-02 Active Learning for Domain Adaptation: An Energy-based Approach    Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng, Guoren Wang arXiv_CV arXiv_CV  Unsupervised  Regularization  Knowledge  PDF
• 2021-12-02 MTFNet: Mutual-Transformer Fusion Network for RGB-D Salient Object Detection    Xixi Wang, Bo Jiang, Xiao Wang, Bin Luo arXiv_CV arXiv_CV  Transformer  Regularization  Salient  Pose  Action  Detection  Object_Detection  PDF
• 2021-12-02 HyperSPNs: Compact and Expressive Probabilistic Circuits    Andy Shih, Dorsa Sadigh, Stefano Ermon arXiv_AI arXiv_AI  Regularization  Pose  PDF
• 2021-12-01 SaDe: Learning Models that Provably Satisfy Domain Constraints    Kshitij Goyal, Sebastijan Dumancic, Hendrik Blockeel arXiv_AI arXiv_AI  Gradient_Descent  Regularization  Action  PDF
• 2021-12-01 Compare Where It Matters: Using Layer-Wise Regularization To Improve Federated Learning on Heterogeneous Data    Ha Min Son, Moon Hyun Kim, Tai-Myoung Chung arXiv_AI arXiv_AI  Regularization  Deep_Learning  PDF
• 2021-12-01 Unleashing the Potential of Unsupervised Pre-Training with Intra-Identity Regularization for Person Re-Identification    Zizheng Yang, Xin Jin, Kecheng Zheng, Feng Zhao arXiv_CV arXiv_CV  Person_Re-identification  Unsupervised  Represenation_Learning  Regularization  Self-Supervised  Contrastive_Learning  Classification  Re-identification  PDF
• 2021-12-01 Total-Body Low-Dose CT Image Denoising using Prior Knowledge Transfer Technique with Contrastive Regularization Mechanism    Minghan Fu, Yanhua Duan, Zhaoping Cheng, Wenjian Qin, Ying Wang, Dong Liang, Zhanli Hu arXiv_CV arXiv_CV  Enhancement  Regularization  Knowledge  Pose  Contrastive_Learning  Denoising  Attention  Medical  PDF
• 2021-11-30 Point Cloud Instance Segmentation with Semi-supervised Bounding-Box Mining    Yongbin Liao, Hongyuan Zhu, Yanggang Zhang, Chuangguan Ye, Tao Chen, Jiayuan Fan arXiv_AI arXiv_AI  Segmentation  Point_Cloud  Regularization  Deep_Learning  Prediction  PDF
• 2021-11-30 Pyramid Adversarial Training Improves ViT Performance    Charles Herrmann, Kyle Sargent, Lu Jiang, Ramin Zabih, Huiwen Chang, Ce Liu, Dilip Krishnan, Deqing Sun arXiv_CV arXiv_CV  Transformer  Sketch  Regularization  Adversarial  PDF
• 2021-11-29 Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation    Zechun Liu, Kwang-Ting Cheng, Dong Huang, Eric Xing, Zhiqiang Shen arXiv_AI arXiv_AI  Quantization  Regularization  Pose  Inference  PDF
• 2021-11-29 GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection    Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li arXiv_CL arXiv_CL  Optimization  Regularization  Pose  Few-Shot  Prediction  PDF
• 2021-11-28 Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning    Matias Mendieta, Taojiannan Yang, Pu Wang, Minwoo Lee, Zhengming Ding, Chen Chen arXiv_CV arXiv_CV  Optimization  Regularization  Pose  PDF
• 2021-11-28 Learning a Weight Map for Weakly-Supervised Localization    Tal Shaharabany, Lior Wolf arXiv_CV arXiv_CV  Segmentation  Recognition  Weakly_Supervised  Regularization  Pose  Classification  PDF
• 2021-11-27 Learning A 3D-CNN and Transformer Prior for Hyperspectral Image Super-Resolution    Qing Ma, Junjun Jiang, Xianming Liu, Jiayi Ma arXiv_CV arXiv_CV  Transformer  Super_Resolution  3D  Regularization  Pose  Action  Quantitative  Deep_Learning  Relation  Attention  CNN  PDF
• 2021-11-27 Learning Discriminative Shrinkage Deep Networks for Image Deconvolution    Pin-Hung Kuo, Jinshan Pan, Shao-Yi Chien, Ming-Hsuan Yang arXiv_CV arXiv_CV  Restoration  Regularization  Pose  CNN  PDF
• 2021-11-26 How Well Do Sparse Imagenet Models Transfer?    Eugenia Iofinova, Alexandra Peste, Mark Kurtz, Dan Alistarh arXiv_AI arXiv_AI  Transfer_Learning  Sparse  Regularization  CNN  Inference  PDF
• 2021-11-25 Non Parametric Data Augmentations Improve Deep-Learning based Brain Tumor Segmentation    Hadas Ben-Atya, Ori Rajchert, Liran Goshen, Moti Freiman arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  PDF
• 2021-11-24 Softmax Gradient Tampering: Decoupling the Backward Pass for Improved Fitting    Bishshoy Das, Milton Mondal, Brejesh Lall, Shiv Dutt Joshi, Sumantra Dutta Roy arXiv_AI arXiv_AI  Regularization  PDF
• 2021-11-24 Causal Regularization Using Domain Priors    Abbavaram Gowtham Reddy, Sai Srinivas Kancheti, Vineeth N Balasubramanian, Amit Sharma arXiv_AI arXiv_AI  Regularization  Pose  Classification  Relation  PDF
• 2021-11-24 Consistency Regularization for Deep Face Anti-Spoofing    Zezheng Wang, Zitong Yu, Xun Wang, Yunxiao Qin, Jiahong Li, Chenxu Zhao, Zhen Lei, Xin Liu, Size Li, Zhongyuan Wang arXiv_CV arXiv_CV  Embedding  Recognition  Regularization  Self-Supervised  Face  Face_Recognition  Prediction  PDF
• 2021-11-24 One-shot Voice Conversion For Style Transfer Based On Speaker Adaptation    Zhichao Wang, Qicong Xie, Tao Li, Hongqiang Du, Lei Xie, Pengcheng Zhu, Mengxiao Bi arXiv_SD arXiv_SD  Style_Transfer  Recognition  Regularization  Speech  Pose  PDF
• 2021-11-23 Variance Reduction in Deep Learning: More Momentum is All You Need    Lionel Tondji, Sergii Kashubin, Moustapha Cisse arXiv_CV arXiv_CV  Optimization  Regularization  Deep_Learning  PDF
• 2021-11-23 Smoothing the Generative Latent Space with Mixup-based Distance Learning    Chaerin Kong, Jeesoo Kim, Donghoon Han, Nojun Kwak arXiv_CV arXiv_CV  Regularization  Pose  Quantitative  GAN  PDF
• 2021-11-23 Using mixup as regularization and tuning hyper-parameters for ResNets    Venkata Bhanu Teja Pallakonda arXiv_CV arXiv_CV  Regularization  Action  Classification  Image_Classification  PDF
• 2021-11-22 Solar Potential Assessment using Multi-Class Buildings Segmentation from Aerial Images    Hasan Nasrallah, Abed Ellatif Samhat, Ghaleb Faour, Yilei Shi, Ali J. Ghandour arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  CNN  PDF
• 2021-11-22 FFNB: Forgetting-Free Neural Blocks for Deep Continual Visual Learning    Hichem Sahbi, Haoming Zhan arXiv_CV arXiv_CV  Regularization  Pose  Classification  PDF
• 2021-11-22 Topological Regularization for Dense Prediction    Deqing Fu, Bradley J. Nelson arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Prediction  PDF
• 2021-11-22 MUM : Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection    JongMok Kim, Jooyoung Jang, Seunghyeon Seo, Jisoo Jeong, Jongkeun Na, Nojun Kwak arXiv_CV arXiv_CV  Regularization  Pose  Detection  Object_Detection  PDF
• 2021-11-21 Dynamic imaging using motion-compensated smoothness regularization on manifolds    Qing Zou, Luis A. Torres, Sean B. Fain, Mathews Jacob arXiv_CV arXiv_CV  Unsupervised  Regularization  Pose  PDF
• 2021-11-20 Unsupervised Domain Adaptation for Device-free Gesture Recognition    Bin-Bin Zhang, Dongheng Zhang, Yadong Li, Yang Hu, Yan Chen arXiv_CV arXiv_CV  Unsupervised  Recognition  Gesture  Regularization  Pose  PDF
• 2021-11-19 Global and Local Alignment Networks for Unpaired Image-to-Image Translation    Guanglei Yang, Hao Tang, Humphrey Shi, Mingli Ding, Nicu Sebe, Radu Timofte, Luc Van Gool, Elisa Ricci arXiv_CV arXiv_CV  Regularization  Self-Supervised  Attention  PDF
• 2021-11-17 Low Precision Decentralized Distributed Training with Heterogeneous Data    Sai Aparna Aketi, Sangamesh Kodge, Kaushik Roy arXiv_CV arXiv_CV  Quantization  Regularization  Knowledge  Pose  Inference  PDF
• 2021-11-16 Diversified Multi-prototype Representation for Semi-supervised Segmentation    Jizong Peng, Christian Desrosiers, Marco Pedersoli arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  Relation  Medical  Prediction  PDF
• 2021-11-16 Consistent Semantic Attacks on Optical Flow    Tom Koren, Lior Talker, Michael Dinerstein, Roy J Jevnisek arXiv_CV arXiv_CV  Regularization  Adversarial  Optical_Flow  Prediction  PDF
• 2021-11-16 Weakly-supervised fire segmentation by visualizing intermediate CNN layers    Milad Niknejad, Alexandre Bernardino arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  Regularization  Pose  Classification  CNN  Autonomous  PDF
• 2021-11-16 Self-supervised High-fidelity and Re-renderable 3D Facial Reconstruction from a Single Image    Mingxin Yang, Jianwei Guo, Zhanglin Cheng, Xiaopeng Zhang, Dong-Ming Yan arXiv_CV arXiv_CV  Reconstruction  3D  Regularization  Self-Supervised  Pose  Face  Quantitative  PDF
• 2021-11-15 Adversarial Skill Chaining for Long-Horizon Robot Manipulation via Terminal State Regularization    Youngwoon Lee, Joseph J. Lim, Anima Anandkumar, Yuke Zhu arXiv_AI arXiv_AI  Reinforcement_Learning  Regularization  Adversarial  Pose  PDF
• 2021-11-15 Target Layer Regularization for Continual Learning Using Cramer-Wold Generator    Marcin Mazur, Łukasz Pustelnik, Szymon Knop, Patryk Pagacz, Przemysław Spurek arXiv_AI arXiv_AI  Regularization  Pose  PDF
• 2021-11-14 Towards Lightweight Controllable Audio Synthesis with Conditional Implicit Neural Representations    Jan Zuiderveld, Marco Federici, Erik J. Bekkers arXiv_SD arXiv_SD  Reconstruction  Regularization  Pose  Quantitative  CNN  PDF
• 2021-11-14 Background-Aware 3D Point Cloud Segmentationwith Dynamic Point Feature Aggregation    Jiajing Chen, Burak Kakillioglu, Senem Velipasalar arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Regularization  Pose  Classification  Deep_Learning  Attention  PDF
• 2021-11-13 Speech Emotion Recognition Using Deep Sparse Auto-Encoder Extreme Learning Machine with a New Weighting Scheme and Spectro-Temporal Features Along with Classical Feature Selection and A New Quantum-Inspired Dimension Reduction Method    Fatemeh Daneshfar, Seyed Jahanshah Kabudian arXiv_SD arXiv_SD  Recognition  Sparse  Regularization  Speech  Pose  Emotion  Action  Classification  Relation  PDF
• 2021-11-13 Hyperspectral Mixed Noise Removal via Subspace Representation and Weighted Low-rank Tensor Regularization    Hang Zhou, Yanchi Su, Zhanshan Li arXiv_CV arXiv_CV  3D  Restoration  Regularization  Quantitative  Relation  Denoising  PDF
• 2021-11-13 Leveraging Unsupervised Image Registration for Discovery of Landmark Shape Descriptor    Riddhish Bhalodia, Shireen Elhabian, Ladislav Kavan, Ross Whitaker arXiv_CV arXiv_CV  Segmentation  Unsupervised  3D  Optimization  Regularization  Self-Supervised  Pose  Deep_Learning  Medical  PDF
• 2021-11-12 Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data    Liming Jiang, Bo Dai, Wayne Wu, Chen Change Loy arXiv_CV arXiv_CV  Regularization  Adversarial  GAN  PDF
• 2021-11-12 Diversity-Promoting Human Motion Interpolation via Conditional Variational Auto-Encoder    Chunzhi Gu, Shuofeng Zhao, Chao Zhang arXiv_CV arXiv_CV  RNN  Regularization  PDF
• 2021-11-10 LSP : Acceleration and Regularization of Graph Neural Networks via Locality Sensitive Pruning of Graphs    Eitan Kosman, Joel Oren, Dotan Di Castro arXiv_AI arXiv_AI  Regularization  Pose  Inference  PDF
• 2021-11-09 CAESynth: Real-Time Timbre Interpolation and Pitch Control with Conditional Autoencoders    Aaron Valero Puche, Sukhan Lee arXiv_SD arXiv_SD  Regularization  Adversarial  Pose  Classification  PDF
• 2021-11-08 S3RP: Self-Supervised Super-Resolution and Prediction for Advection-Diffusion Process    Chulin Wang, Kyongmin Yeo, Xiao Jin, Andres Codas, Levente J. Klein, Bruce Elmegreen arXiv_CV arXiv_CV  Super_Resolution  Regularization  Self-Supervised  Pose  CNN  Prediction  PDF
• 2021-11-08 Improved Regularization and Robustness for Fine-tuning in Neural Networks    Dongyue Li, Hongyang R. Zhang arXiv_CV arXiv_CV  Transfer_Learning  Regularization  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-11-08 Real-time landmark detection for precise endoscopic submucosal dissection via shape-aware relation network    Jiacheng Wang, Yueming Jin, Shuntian Cai, Hongzhi Xu, Pheng-Ann Heng, Jing Qin, Liansheng Wang arXiv_CV arXiv_CV  Regularization  Knowledge  Adversarial  Pose  Detection  Relation  Inference  PDF
• 2021-11-08 Deep Learning Adapted Acceleration for Limited-view Photoacoustic Computed Tomography    Hengrong Lan, Jiali Gong, Fei Gao arXiv_CV arXiv_CV  Reconstruction  Gradient_Descent  Regularization  Pose  Deep_Learning  Detection  PDF
• 2021-11-07 Online Adaptation of Monocular Depth Prediction with Visual SLAM    Shing Yan Loo, Moein Shakeri, Sai Hong Tang, Syamsiah Mashohor, Hong Zhang arXiv_CV arXiv_CV  Reconstruction  Tracking  Regularization  Pose  SLAM  Prediction  PDF
• 2021-11-05 Increasing Fairness in Predictions Using Bias Parity Score Based Loss Function Regularization    Bhanu Jain, Manfred Huber, Ramez Elmasri arXiv_AI arXiv_AI  Regularization  Prediction  PDF
• 2021-11-05 Hybrid Spectrogram and Waveform Source Separation    Alexandre Défossez arXiv_SD arXiv_SD  Regularization  Pose  Attention  GAN  PDF
• 2021-11-05 TaskDrop: A Competitive Baseline for Continual Learning of Sentiment Classification    Jianping Mei, Yilun Zheng, Qianwei Zhou, Rui Yan arXiv_AI arXiv_AI  Sentiment_Classification  Regularization  Knowledge  Review  Pose  Classification  Sentiment  PDF
• 2021-11-05 Dialogue Inspectional Summarization with Factual Inconsistency Awareness    Leilei Gan, Yating Zhang, Kun Kuang, Lin Yuan, Shuo Li, Changlong Sun, Xiaozhong Liu, Fei Wu arXiv_AI arXiv_AI  Regularization  Knowledge  Pose  Summarization  Medical  PDF
• 2021-11-04 Generative Adversarial Network for Probabilistic Forecast of Random Dynamical System    Kyongmin Yeo, Zan Li, Wesley M. Gifford arXiv_AI arXiv_AI  Regularization  Adversarial  Pose  Deep_Learning  GAN  Inference  Prediction  PDF
• 2021-11-04 How Do Neural Sequence Models Generalize? Local and Global Context Cues for Out-of-Distribution Prediction    Anthony Bau, Jacob Andreas arXiv_CL arXiv_CL  Transformer  RNN  Regularization  Relation  Language_Model  Prediction  PDF
• 2021-11-03 Understanding Cross Domain Presentation Attack Detection for Visible Face Recognition    Jennifer Hamblin, Kshitij Nikhal, Benjamin S. Riggan arXiv_CV arXiv_CV  Recognition  Regularization  Pose  Face  Detection  Face_Recognition  PDF
• 2021-11-03 Unified 3D Mesh Recovery of Humans and Animals by Learning Animal Exercise    Kim Youwang, Kim Ji-Yeon, Kyungdon Joo, Tae-Hyun Oh arXiv_AI arXiv_AI  3D  Regularization  Pose  PDF
• 2021-11-03 Deep Point Set Resampling via Gradient Fields    Haolan Chen, Bi'an Du, Shitong Luo, Wei Hu arXiv_CV arXiv_CV  Surveillance  Reconstruction  Point_Cloud  3D  Restoration  Optimization  Sparse  Regularization  Pose  Face  Denoising  Autonomous  PDF
• 2021-11-03 Ensembles of Double Random Forest    M.A. Ganaie, M. Tanveer, P.N. Suganthan, V. Snasel arXiv_AI arXiv_AI  Regularization  Pose  Face  PDF
• 2021-11-01 Neural Scene Flow Prior    Xueqian Li, Jhony Kaesemodel Pontes, Simon Lucey arXiv_CV arXiv_CV  Point_Cloud  Optimization  Regularization  Deep_Learning  Autonomous  PDF
• 2021-11-01 NOTMAD: Estimating Bayesian Networks with Sample-Specific Structures and Parameters    Ben Lengerich, Caleb Ellington, Bryon Aragam, Eric P. Xing, Manolis Kellis arXiv_AI arXiv_AI  Regularization  Knowledge  Pose  Relation  Inference  PDF
• 2021-11-01 Projected GANs Converge Faster    Axel Sauer, Kashyap Chitta, Jens Müller, Andreas Geiger arXiv_CV arXiv_CV  Regularization  Adversarial  Pose  GAN  PDF
• 2021-11-01 Geodesic Models with Convexity Shape Prior    Da Chen, Jean-Marie Mirebeau, Minglei Shu, Xuecheng Tai, Laurent D. Cohen arXiv_CV arXiv_CV  Segmentation  Regularization  Pose  Contour  PDF
• 2021-11-01 Self-Verification in Image Denoising    Huangxing Lin, Yihong Zhuang, Delu Zeng, Yue Huang, Xinghao Ding, John Paisley arXiv_CV arXiv_CV  Regularization  Self-Supervised  Denoising  PDF
• 2021-10-30 DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models    Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Zhangyang Wang, Ahmed Hassan Awadallah arXiv_CL arXiv_CL  Bert  Sparse  Regularization  Pose  GAN  Inference  Language_Model  PDF
• 2021-10-29 Fetal MRI by robust deep generative prior reconstruction and diffeomorphic registration: application to gestational age prediction    Lucilio Cordero-Grande, Juan Enrique Ortuño-Fisac, Alena Uus, Maria Deprez, Andrés Santos, Joseph V. Hajnal, María Jesús Ledesma-Carbayo arXiv_CV arXiv_CV  Reconstruction  Regularization  Pose  GAN  Prediction  PDF
• 2021-10-29 A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis    Xingang Pan, Xudong Xu, Chen Change Loy, Christian Theobalt, Bo Dai arXiv_CV arXiv_CV  Reconstruction  Tracking  3D  Regularization  Pose  Face  Inference  PDF
• 2021-10-29 Unsupervised PET Reconstruction from a Bayesian Perspective    Chenyu Shen, Wenjun Xia, Hongwei Ye, Mingzheng Hou, Hu Chen, Yan Liu, Jiliu Zhou, Yi Zhang arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Inpainting  Restoration  Regularization  Pose  Quantitative  Denoising  Attention  PDF
• 2021-10-28 DocScanner: Robust Document Image Rectification with Progressive Learning    Hao Feng, Wengang Zhou, Jiajun Deng, Qi Tian, Houqiang Li arXiv_CV arXiv_CV  OCR  3D  Regularization  Pose  Quantitative  Inference  PDF
• 2021-10-28 Preventing posterior collapse in variational autoencoders for text generation via decoder regularization    Alban Petit, Caio Corro arXiv_CL arXiv_CL  Reconstruction  Regularization  Pose  Text_Generation  PDF
• 2021-10-28 Dispensed Transformer Network for Unsupervised Domain Adaptation    Yunxiang Li, Jingxiong Li, Ruilong Dan, Shuai Wang, Kai Jin, Guodong Zeng, Jun Wang, Xiangji Pan, Qianni Zhang, Huiyu Zhou, Qun Jin, Li Wang, Yaqi Wang arXiv_AI arXiv_AI  Transformer  Segmentation  Unsupervised  Regularization  Pose  Attention  GAN  Medical  PDF
• 2021-10-27 Multilayer Lookahead: a Nested Version of Lookahead    Denys Pushkin, Luis Barba arXiv_CV arXiv_CV  Regularization  Pose  Classification  GAN  PDF
• 2021-10-27 Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning    Jongjin Park, Younggyo Seo, Chang Liu, Li Zhao, Tao Qin, Jinwoo Shin, Tie-Yan Liu arXiv_AI arXiv_AI  Reinforcement_Learning  Regularization  Action  Relation  PDF
• 2021-10-27 Towards Robust Bisimulation Metric Learning    Mete Kemertas, Tristan Aumentado-Armstrong arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Sparse  Represenation_Learning  Regularization  Pose  Action  PDF
• 2021-10-26 Can't Fool Me: Adversarially Robust Transformer for Video Understanding    Divya Choudhary, Palash Goyal, Saurabh Sahu arXiv_CV arXiv_CV  Transformer  Video_Caption  Regularization  Adversarial  Pose  Classification  Attention  Image_Classification  PDF
• 2021-10-26 Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression    Jiabo He, Sarah Erfani, Xingjun Ma, James Bailey, Ying Chi, Xian-Sheng Hua arXiv_CV arXiv_CV  Regularization  Detection  Object_Detection  PDF
• 2021-10-26 AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain    Jimin Hong, Taehee Kim, Hyesu Lim, Jaegul Choo arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Regularization  Knowledge  Review  Pose  Medical  Language_Model  PDF
• 2021-10-25 Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications    Young D. Kwon, Jagmohan Chauhan, Abhishek Kumar, Pan Hui, Cecilia Mascolo arXiv_AI arXiv_AI  Regularization  PDF
• 2021-10-25 Generative Flows as a General Purpose Solution for Inverse Problems    José A. Chávez arXiv_CV arXiv_CV  Reconstruction  Inpainting  Regularization  Pose  Denoising  PDF
• 2021-10-25 RBSRICNN: Raw Burst Super-Resolution through Iterative Convolutional Neural Network    Rao Muhammad Umer, Christian Micheloni arXiv_CV arXiv_CV  Super_Resolution  Optimization  Regularization  Pose  Quantitative  Deep_Learning  CNN  PDF
• 2021-10-25 Shift of Pairwise Similarities for Data Clustering    Morteza Haghir Chehreghani arXiv_AI arXiv_AI  Optimization  Regularization  Pose  Relation  PDF
• 2021-10-25 SRT3D: A Sparse Region-Based 3D Object Tracking Approach for the Real World    Manuel Stoiber, Martin Pfanne, Klaus H. Strobl, Rudolph Triebel, Alin Albu-Schäffer arXiv_CV arXiv_CV  Tracking  3D  Optimization  Sparse  Object_Tracking  Pose_Estimation  Regularization  Pose  Contour  PDF
• 2021-10-25 Nearly Tight Convergence Bounds for Semi-discrete Entropic Optimal Transport    Alex Delalande (LMO, DATASHAPE) arXiv_AI arXiv_AI  Regularization  PDF
• 2021-10-25 Alignment Attention by Matching Key and Query Distributions    Shujian Zhang, Xinjie Fan, Huangjie Zheng, Korawat Tanwisuth, Mingyuan Zhou arXiv_CL arXiv_CL  Unsupervised  Regularization  Adversarial  Pose  VQA  Attention  Matching  PDF
• 2021-10-24 WARPd: A linearly convergent first-order method for inverse problems with approximate sharpness conditions    Matthew J. Colbrook arXiv_CV arXiv_CV  Reconstruction  Sparse  Regularization  PDF
• 2021-10-24 AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation    Yizhe Zhang, Shubhankar Borse, Hong Cai, Fatih Porikli arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Regularization  Pose  Optical_Flow  PDF
• 2021-10-23 Group-disentangled Representation Learning with Weakly-Supervised Regularization    Linh Tran, Amir Hosein Khasahmadi, Aditya Sanghi, Saeid Asgari arXiv_CV arXiv_CV  Reconstruction  Transfer_Learning  3D  Represenation_Learning  Regularization  Pose  Classification  PDF
• 2021-10-22 Semi-Supervised Semantic Segmentation of Vessel Images using Leaking Perturbations    Jinyong Hou, Xuejie Ding, Jeremiah D. Deng arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Pose  Classification  Deep_Learning  GAN  Medical  PDF
• 2021-10-22 HDRVideo-GAN: Deep Generative HDR Video Reconstruction    Mrinal Anand, Nidhin Harilal, Chandan Kumar, Shanmuganathan Raman arXiv_CV arXiv_CV  Reconstruction  Regularization  Adversarial  Self-Supervised  Pose  Denoising  GAN  Optical_Flow  PDF
• 2021-10-21 Center Loss Regularization for Continual Learning    Kaustubh Olpadkar, Ekta Gavas arXiv_CV arXiv_CV  Regularization  PDF
• 2021-10-21 DAIR: Data Augmented Invariant Regularization    Tianjian Huang, Shaunak Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami arXiv_AI arXiv_AI  Regularization  Pose  Deep_Learning  VQA  PDF
• 2021-10-21 A Domain Gap Aware Generative Adversarial Network for Multi-domain Image Translation    Wenju Xu, Guanghui Wang arXiv_CV arXiv_CV  Regularization  Adversarial  Pose  Quantitative  PDF
• 2021-10-20 Class Incremental Online Streaming Learning    Soumya Banerjee, Vinay Kumar Verma, Toufiq Parag, Maneesh Singh, Vinay P. Namboodiri arXiv_AI arXiv_AI  Regularization  Knowledge  Pose  Relation  PDF
• 2021-10-20 Improving Model Generalization by Agreement of Learned Representations from Data Augmentation    Rowel Atienza arXiv_CV arXiv_CV  Segmentation  Regularization  Speech  Pose  Classification  Detection  Object_Detection  PDF
• 2021-10-20 AniFormer: Data-driven 3D Animation with Transformer    Haoyu Chen, Hao Tang, Nicu Sebe, Guoying Zhao arXiv_CV arXiv_CV  Transformer  3D  Regularization  Relation  PDF
• 2021-10-20 ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning    Hyuck Lee, Seungjae Shin, Heeyoung Kim arXiv_CV arXiv_CV  Regularization  Pose  Prediction  PDF
• 2021-10-19 Cascaded Cross MLP-Mixer GANs for Cross-View Image Translation    Bin Ren, Hao Tang, Nicu Sebe arXiv_CV arXiv_CV  Optimization  Regularization  Pose  GAN  PDF
• 2021-10-19 Offline Reinforcement Learning with Value-based Episodic Memory    Xiaoteng Ma, Yiqin Yang, Hao Hu, Qihan Liu, Jun Yang, Chongjie Zhang, Qianchuan Zhao, Bin Liang arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Regularization  Pose  Action  PDF
• 2021-10-19 A Regularization Method to Improve Adversarial Robustness of Neural Networks for ECG Signal Classification    Linhai Ma, Liang Liang arXiv_AI arXiv_AI  Regularization  Adversarial  Pose  Action  Classification  Prediction  PDF
• 2021-10-18 Channel redundancy and overlap in convolutional neural networks with channel-wise NNK graphs    David Bonet, Antonio Ortega, Javier Ruiz-Hidalgo, Sarath Shekkizhar arXiv_CV arXiv_CV  Regularization  Relation  CNN  PDF
• 2021-10-18 Path Regularization: A Convexity and Sparsity Inducing Regularization for Parallel ReLU Networks    Tolga Ergen, Mert Pilanci arXiv_AI arXiv_AI  Optimization  Regularization  PDF
• 2021-10-18 Ortho-Shot: Low Displacement Rank Regularization with Data Augmentation for Few-Shot Learning    Uche Osahor, Nasser M. Nasrabadi arXiv_CV arXiv_CV  Embedding  Regularization  Pose  Classification  Few-Shot  CNN  Inference  PDF
• 2021-10-18 Intrusion-Free Graph Mixup    Hongyu Guo, Yongyi Mao arXiv_AI arXiv_AI  Regularization  Pose  Classification  PDF
• 2021-10-18 Salt and pepper noise removal method based on stationary Framelet transform with non-convex sparsity regularization    Yingpin Chen, Lingzhi Wang, Huiying Huang, Jianhua Song, Chaoqun Yu, Yanping Xu arXiv_CV arXiv_CV  Restoration  Sparse  Regularization  Pose  Detection  Denoising  PDF
• 2021-10-18 StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis    Jiatao Gu, Lingjie Liu, Peng Wang, Christian Theobalt arXiv_CV arXiv_CV  3D  Regularization  Pose  PDF
• 2021-10-17 Network Augmentation for Tiny Deep Learning    Han Cai, Chuang Gan, Ji Lin, Song Han arXiv_AI arXiv_AI  Regularization  Classification  Deep_Learning  Detection  Object_Detection  Image_Classification  Inference  PDF
• 2021-10-16 What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression    Mengnan Du, Subhabrata Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Hassan Awadallah arXiv_CL arXiv_CL  Bert  Regularization  Knowledge  Adversarial  Language_Model  PDF
• 2021-10-15 A Neural Network Ensemble Approach to System Identification    Elisa Negrini, Giovanna Citti, Luca Capogna arXiv_AI arXiv_AI  Regularization  Pose  PDF
• 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 Decision Attentive Regularization to Improve Simultaneous Speech Translation Systems    Mohd Abbas Zaidi, Beomseok Lee, Nikhil Kumar Lakumarapu, Sangha Kim, Chanwoo Kim arXiv_CL arXiv_CL  Regularization  Speech  Pose  Attention  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 Recurrent Brain Graph Mapper for Predicting Time-Dependent Brain Graph Evaluation Trajectory    Alpay Tekin, Ahmed Nebli, Islem Rekik arXiv_CV arXiv_CV  Regularization  Pose  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 Abstract, Rationale, Stance: A Joint Model for Scientific Claim Verification    Zhiwei Zhang, Jiyi Li, Fumiyo Fukumoto, Yanming Ye arXiv_CL arXiv_CL  Regularization  Pose  Attention  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
• 2021-09-12 FLiText: A Faster and Lighter Semi-Supervised Text Classification with Convolution Networks    Chen Liu, Mengchao Zhang, Zhibin Fu, Pan Hou, Yu Li arXiv_CL arXiv_CL  Bert  Text_Classification  RNN  Regularization  Classification  Language_Model  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