Regularization

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
2021-07-27 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 Domain Adaptive Video Segmentation via Temporal Consistency Regularization Dayan Guan, Jiaxing Huang, Aoran Xiao, Shijian Lu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Adversarial Pose Prediction PDF
2021-07-21 Training Electric Vehicle Charging Controllers with Imitation Learning Martin Pilát arXiv_AI arXiv_AI Optimization Regularization PDF
2021-07-21 Memorization in Deep Neural Networks: Does the Loss Function matter? Deep Patel, P.S. Sastry arXiv_CV arXiv_CV Regularization Pose PDF
2021-07-21 An overview of mixing augmentation methods and augmentation strategies Dominik Lewy, Jacek Mańdziuk arXiv_CV arXiv_CV Regularization Review Survey Quantitative CNN PDF
2021-07-21 CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision Zhongyang Li, Xiao Ding, Kuo Liao, Ting Liu, Bing Qin arXiv_CL arXiv_CL Embedding Bert Regularization Knowledge Pose Classification Inference QA PDF
2021-07-20 Learning ULMFiT and Self-Distillation with Calibration for Medical Dialogue System Shuang Ao, Xeno Acharya arXiv_CL arXiv_CL Transfer_Learning Regularization Knowledge Pose Deep_Learning Relation GAN Medical Language_Model PDF
2021-07-20 Edge of chaos as a guiding principle for modern neural network training Lin Zhang, Ling Feng, Kan Chen, Choy Heng Lai arXiv_AI arXiv_AI Gradient_Descent Regularization Relation PDF
2021-07-20 Locality-aware Channel-wise Dropout for Occluded Face Recognition Mingjie He, Jie Zhang, Shiguang Shan, Xiao Liu, Zhongqin Wu, Xilin Chen arXiv_CV arXiv_CV Recognition Regularization Pose Face Face_Recognition Attention GAN PDF
2021-07-19 Non-binary deep transfer learning for imageclassification Jo Plested, Xuyang Shen, Tom Gedeon arXiv_CV arXiv_CV Transfer_Learning Regularization Classification Image_Classification Recommendation PDF
2021-07-14 Training Compact CNNs for Image Classification using Dynamic-coded Filter Fusion Mingbao Lin, Rongrong Ji, Bohong Chen, Fei Chao, Jianzhuang Liu, Wei Zeng, Yonghong Tian, Qi Tian arXiv_AI arXiv_AI Sparse Regularization Pose Classification Image_Classification PDF
2021-07-14 Scalable Optimal Transport in High Dimensions for Graph Distances, Embedding Alignment, and More Johannes Klicpera, Marten Lienen, Stephan Günnemann arXiv_CL arXiv_CL Embedding Unsupervised Sparse Regularization Pose Deep_Learning PDF
2021-07-13 Generative Adversarial Learning via Kernel Density Discrimination Abdelhak Lemkhenter, Adam Bielski, Alp Eren Sari, Paolo Favaro arXiv_CV arXiv_CV Optimization Regularization Adversarial Pose Contrastive_Learning Relation GAN PDF
2021-07-13 Cautious Policy Programming: Exploiting KL Regularization in Monotonic Policy Improvement for Reinforcement Learning Lingwei Zhu, Toshinori Kitamura, Takamitsu Matsubara arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose PDF
2021-07-12 Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task Yun Tang, Juan Pino, Xian Li, Changhan Wang, Dmitriy Genzel arXiv_CL arXiv_CL Regularization Knowledge Speech Pose Attention PDF
2021-07-12 Bayesian Atlas Building with Hierarchical Priors for Subject-specific Regularization Jian Wang, Miaomiao Zhang arXiv_CV arXiv_CV 3D Regularization PDF
2021-07-12 HEMP: High-order Entropy Minimization for neural network comPression Enzo Tartaglione, Stéphane Lathuilière, Attilio Fiandrotti, Marco Cagnazzo, Marco Grangetto arXiv_AI arXiv_AI Quantization Gradient_Descent Regularization PDF
2021-07-12 Cautious Actor-Critic Lingwei Zhu, Toshinori Kitamura, Takamitsu Matsubara arXiv_AI arXiv_AI Regularization Pose PDF
2021-07-11 SGD: The Role of Implicit Regularization, Batch-size and Multiple-epochs Satyen Kale, Ayush Sekhari, Karthik Sridharan arXiv_AI arXiv_AI Gradient_Descent Optimization Regularization Deep_Learning PDF
2021-07-10 Dense-Sparse Deep CNN Training for Image Denoising Basit O. Alawode, Mudassir Masood, Tarig Ballal, Tareq Al-Naffouri arXiv_AI arXiv_AI 3D Sparse Regularization Deep_Learning Denoising CNN PDF
2021-07-10 Propagation-aware Social Recommendation by Transfer Learning Haodong Chang, Yabo Chu arXiv_AI arXiv_AI Transfer_Learning Regularization Knowledge Pose Action Relation Attention Recommendation PDF
2021-07-10 Noise Stability Regularization for Improving BERT Fine-tuning Hang Hua, Xingjian Li, Dejing Dou, Cheng-Zhong Xu, Jiebo Luo arXiv_CL arXiv_CL Bert Regularization Pose Language_Model PDF
2021-07-09 ViTGAN: Training GANs with Vision Transformers Kwonjoon Lee, Huiwen Chang, Lu Jiang, Han Zhang, Zhuowen Tu, Ce Liu arXiv_CV arXiv_CV Transformer Recognition Regularization Adversarial Attention GAN PDF
2021-07-09 Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation Jian Luo, Jianzong Wang, Ning Cheng, Jing Xiao arXiv_SD arXiv_SD Transformer Recognition Regularization Speech Self-Supervised Pose Classification Attention PDF
2021-07-07 Regularization-based Continual Learning for Fault Prediction in Lithium-Ion Batteries Benjamin Maschler, Sophia Tatiyosyan, Michael Weyrich arXiv_AI arXiv_AI Regularization Knowledge Medical Prediction PDF
2021-07-07 Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification Xiaohan Xing, Yuenan Hou, Hang Li, Yixuan Yuan, Hongsheng Li, Max Q.-H. Meng arXiv_CV arXiv_CV Regularization Knowledge Pose Classification Relation Medical Image_Classification PDF
2021-07-07 Learning Invariant Representation with Consistency and Diversity for Semi-supervised Source Hypothesis Transfer Xiaodong Wang, Junbao Zhuo, Shuhao Cui, Shuhui Wang arXiv_CV arXiv_CV Unsupervised Regularization Pose Classification Prediction PDF
2021-07-06 Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation Yufei Wang, Haoliang Li, Lap-pui Chau, Alex C. Kot arXiv_AI arXiv_AI Segmentation Reinforcement_Learning Regularization Knowledge Pose Classification CNN Image_Classification PDF
2021-07-06 Double-Uncertainty Assisted Spatial and Temporal Regularization Weighting for Learning-based Registration Zhe Xu, Jie Luo, Donghuan Lu, Jiangpeng Yan, Jayender Jagadeesan, William Wells III, Sarah Frisken, Kai Ma, Yefeng Zheng, Raymond Kai-yu Tong arXiv_CV arXiv_CV Regularization Pose Prediction PDF
2021-07-05 Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning Models Mingyue Han, Yinglin Wang arXiv_CL arXiv_CL Regularization Language_Model PDF
2021-07-05 A contextual analysis of multi-layer perceptron models in classifying hand-written digits and letters: limited resources Tidor-Vlad Pricope arXiv_CV arXiv_CV Regularization Action PDF
2021-07-03 A study of CNN capacity applied to Left Venticle Segmentation in Cardiac MRI Marcelo Toledo, Daniel Lima, José Krieger, Marco Gutierrez arXiv_CV arXiv_CV Segmentation Regularization Pose CNN PDF
2021-07-01 Unsupervised Image Segmentation by Mutual Information Maximization and Adversarial Regularization S. Ehsan Mirsadeghi, Ali Royat, Hamid Rezatofighi arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Adversarial Pose Autonomous PDF
2021-07-01 StableEmit: Selection Probability Discount for Reducing Emission Latency of Streaming Monotonic Attention ASR Hirofumi Inaguma, Tatsuya Kawahara arXiv_CL arXiv_CL Recognition RNN Regularization Speech Pose Boundary_Detection Detection Attention Speech_Recognition PDF
2021-07-01 Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks Eduardo Fonseca, Andres Ferraro, Xavier Serra arXiv_SD arXiv_SD Regularization Classification CNN Prediction PDF
2021-07-01 Orthonormal Product Quantization Network for Scalable Face Image Retrieval Ming Zhang, Xuefei Zhe, Hong Yan arXiv_CV arXiv_CV Quantization Image_Retrieval Regularization Pose Face Deep_Learning Attention PDF
2021-06-30 Sequence-level Confidence Classifier for ASR Utterance Accuracy and Application to Acoustic Models Amber Afshan, Kshitiz Kumar, Jian Wu arXiv_SD arXiv_SD Recognition RNN Regularization Speech Pose Action Speech_Recognition PDF
2021-06-30 Dep-$L_0$: Improving $L_0$-based Network Sparsification via Dependency Modeling Yang Li, Shihao Ji arXiv_CV arXiv_CV Regularization Pose Inference PDF
2021-06-30 Zero-shot Learning with Class Description Regularization Shayan Kousha, Marcus A. Brubaker arXiv_CV arXiv_CV Recognition Zero-Shot Regularization Knowledge Pose Classification Attention PDF
2021-06-30 Multi-Source domain adaptation via supervised contrastive learning and confident consistency regularization Marin Scalbert, Maria Vakalopoulou, Florent Couzinié-Devy arXiv_CV arXiv_CV Unsupervised Regularization Pose Contrastive_Learning Matching PDF
2021-06-30 Multi-Source Domain Adaptation for Object Detection Xingxu Yao, Sicheng Zhao, Pengfei Xu, Jufeng Yang arXiv_AI arXiv_AI Regularization Knowledge Pose Detection Object_Detection PDF
2021-06-29 Towards Understanding the Effectiveness of Attention Mechanism Xiang Ye, Zihang He, Heng Wang, Yong Li arXiv_CV arXiv_CV Regularization Pose Attention CNN PDF
2021-06-27 Use of Variational Inference in Music Emotion Recognition Nathalie Deziderio, Hugo Tremonte de Carvalho arXiv_SD arXiv_SD Recognition Regularization Emotion Inference Recommendation PDF
2021-06-26 Continual Learning via Inter-Task Synaptic Mapping Mao Fubing, Weng Weiwei, Mahardhika Pratama, Edward Yapp Kien Yee arXiv_AI arXiv_AI Regularization Knowledge Pose Relation PDF
2021-06-26 Domain Adaptive YOLO for One-Stage Cross-Domain Detection Shizhao Zhang, Hongya Tuo, Jian Hu, Zhongliang Jing arXiv_CV arXiv_CV Regularization Pose Detection Object_Detection PDF
2021-06-26 Midpoint Regularization: from High Uncertainty Training to Conservative Classification Hongyu Guo arXiv_AI arXiv_AI Regularization Classification PDF
2021-06-25 Connecting Sphere Manifolds Hierarchically for Regularization Damien Scieur, Youngsung Kim arXiv_CV arXiv_CV Regularization Classification Relation GAN PDF
2021-06-24 OKGIT: Open Knowledge Graph Link Prediction with Implicit Types Chandrahas, Partha Pratim Talukdar arXiv_CL arXiv_CL Embedding Sparse Regularization Knowledge Knowledge_Graph Pose Relation Attention Prediction Recommendation PDF
2021-06-23 Conditional Deformable Image Registration with Convolutional Neural Network Tony C. W. Mok, Albert C. S. Chung arXiv_CV arXiv_CV Regularization Self-Supervised Pose Deep_Learning CNN Inference PDF
2021-06-23 Beyond Predictions in Neural ODEs: Identification and Interventions Hananeh Aliee, Fabian J. Theis, Niki Kilbertus arXiv_AI arXiv_AI Regularization Action Prediction Matching PDF
2021-06-22 Structured in Space, Randomized in Time: Leveraging Dropout in RNNs for Efficient Training Anup Sarma, Sonali Singh, Huaipan Jiang, Rui Zhang, Mahmut T Kandemir, Chita R Das arXiv_CL arXiv_CL Recognition RNN Regularization Speech Pose NMT Deep_Learning Inference Language_Model PDF
2021-06-22 Credal Self-Supervised Learning Julian Lienen, Eyke Hüllermeier arXiv_AI arXiv_AI Regularization Knowledge Self-Supervised Pose PDF
2021-06-22 On Constrained Optimization in Differentiable Neural Architecture Search Kaitlin Maile, Erwan Lecarpentier, Hervé Luga, Dennis G. Wilson arXiv_AI arXiv_AI NAS Optimization Regularization Pose PDF
2021-06-22 Kernel Clustering with Sigmoid-based Regularization for Efficient Segmentation of Sequential Data Tung Doan, Atsuhiro Takasu arXiv_CV arXiv_CV Segmentation Gradient_Descent Optimization Regularization Pose PDF
2021-06-21 Normalized Avatar Synthesis Using StyleGAN and Perceptual Refinement Huiwen Luo, Koki Nagano, Han-Wei Kung, Mclean Goldwhite, Qingguo Xu, Zejian Wang, Lingyu Wei, Liwen Hu, Hao Li arXiv_CV arXiv_CV Reconstruction Embedding 3D Regularization Pose Face GAN Inference PDF
2021-06-21 How Do Adam and Training Strategies Help BNNs Optimization? Zechun Liu, Zhiqiang Shen, Shichao Li, Koen Helwegen, Dong Huang, Kwang-Ting Cheng arXiv_AI arXiv_AI Optimization Regularization Knowledge Face PDF
2021-06-21 Affinity Mixup for Weakly Supervised Sound Event Detection Mohammad Rasool Izadi, Robert Stevenson, Laura N. Kloepper arXiv_SD arXiv_SD Weakly_Supervised Regularization Pose Detection Attention CNN PDF
2021-06-21 Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification Binzong Geng, Min Yang, Fajie Yuan, Shupeng Wang, Xiang Ao, Ruifeng Xu arXiv_AI arXiv_AI Bert Sentiment_Classification Regularization Knowledge Review Pose Classification Sentiment PDF
2021-06-21 Leveraging Conditional Generative Models in a General Explanation Framework of Classifier Decisions Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon arXiv_CV arXiv_CV Regularization Pose PDF
2021-06-21 Open-set Label Noise Can Improve Robustness Against Inherent Label Noise Hongxin Wei, Lue Tao, Renchunzi Xie, Bo An arXiv_AI arXiv_AI Weakly_Supervised Regularization Pose Detection Prediction PDF
2021-06-20 FloorPP-Net: Reconstructing Floor Plans using Point Pillars for Scan-to-BIM Yijie Wu, Fan Xue arXiv_CV arXiv_CV Reconstruction Point_Cloud 3D Regularization Deep_Learning PDF
2021-06-18 How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers Andreas Steiner, Alexander Kolesnikov, Xiaohua Zhai, Ross Wightman, Jakob Uszkoreit, Lucas Beyer arXiv_AI arXiv_AI Transformer Segmentation Regularization Classification Detection Object_Detection CNN Image_Classification PDF
2021-06-17 Adaptive Low-Rank Regularization with Damping Sequences to Restrict Lazy Weights in Deep Networks Mohammad Mahdi Bejani, Mehdi Ghatee arXiv_AI arXiv_AI Regularization Pose PDF
2021-06-17 Scale-Consistent Fusion: from Heterogeneous Local Sampling to Global Immersive Rendering Wenpeng Xing, Jie Chen, Zaifeng Yang, Qiang Wang arXiv_CV arXiv_CV Sparse Regularization Pose Quantitative Attention Inference PDF
2021-06-17 ShuffleBlock: Shuffle to Regularize Deep Convolutional Neural Networks Sudhakar Kumawat, Gagan Kanojia, Shanmuganathan Raman arXiv_CV arXiv_CV Regularization Pose Classification CNN Image_Classification PDF
2021-06-17 Layer Pruning on Demand with Intermediate CTC Jaesong Lee, Jingu Kang, Shinji Watanabe arXiv_CL arXiv_CL Transformer Recognition Regularization Speech Pose Classification Relation Speech_Recognition PDF
2021-06-16 Regularization of Mixture Models for Robust Principal Graph Learning Tony Bonnaire, Aurélien Decelle, Nabila Aghanim arXiv_CV arXiv_CV Regularization Pose Detection PDF
2021-06-16 A Spiking Neural Network for Image Segmentation Kinjal Patel, Eric Hunsberger, Sean Batir, Chris Eliasmith arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose PDF
2021-06-16 Transductive Few-Shot Learning: Clustering is All You Need? Imtiaz Masud Ziko, Malik Boudiaf, Jose Dolz, Eric Granger, Ismail Ben Ayed arXiv_CV arXiv_CV Optimization Regularization Pose Few-Shot PDF
2021-06-16 Beyond Tikhonov: Faster Learning with Self-Concordant Losses via Iterative Regularization Gaspard Beugnot, Julien Mairal, Alessandro Rudi arXiv_AI arXiv_AI Optimization Regularization PDF
2021-06-16 Algorithm to Compilation Codesign: An Integrated View of Neural Network Sparsity Fu-Ming Guo, Austin Huang arXiv_AI arXiv_AI Transformer Bert Optimization Sparse Regularization Relation Attention Inference Language_Model PDF
2021-06-16 Unsupervised Domain Adaptation with Variational Approximation for Cardiac Segmentation Fuping Wu, Xiahai Zhuang arXiv_CV arXiv_CV Segmentation Unsupervised Regularization Adversarial Pose Medical PDF
2021-06-16 Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching Quande Liu, Hongzheng Yang, Qi Dou, Pheng-Ann Heng arXiv_CV arXiv_CV Regularization Knowledge Pose Classification Relation Medical Image_Classification Matching PDF
2021-06-16 Domain Consistency Regularization for Unsupervised Multi-source Domain Adaptive Classification Zhipeng Luo, Xiaobing Zhang, Shijian Lu, Shuai Yi arXiv_CV arXiv_CV Unsupervised Regularization Pose Classification Deep_Learning Prediction PDF
2021-06-15 Consistency Regularization for Cross-Lingual Fine-Tuning Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei arXiv_CL arXiv_CL Text_Classification Regularization Pose Classification Language_Model Prediction PDF
2021-06-15 On Multi-objective Policy Optimization as a Tool for Reinforcement Learning Abbas Abdolmaleki, Sandy H. Huang, Giulia Vezzani, Bobak Shahriari, Jost Tobias Springenberg, Shruti Mishra, Dhruva TB, Arunkumar Byravan, Konstantinos Bousmalis, Andras Gyorgy, Csaba Szepesvari, Raia Hadsell, Nicolas Heess, Martin Riedmiller arXiv_RO arXiv_RO Reinforcement_Learning Optimization Regularization PDF
2021-06-15 Color2Style: Real-Time Exemplar-Based Image Colorization with Self-Reference Learning and Deep Feature Modulation Hengyuan Zhao, Wenhao Wu, Yihao Liu, Dongliang He arXiv_CV arXiv_CV Embedding Unsupervised Regularization PDF
2021-06-14 Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data Ashraful Islam, Chun-Fu Chen, Rameswar Panda, Leonid Karlinsky, Rogerio Feris, Richard J. Radke arXiv_CV arXiv_CV Recognition Regularization Pose Classification Few-Shot Prediction Matching PDF
2021-06-14 SynthASR: Unlocking Synthetic Data for Speech Recognition Amin Fazel, Wei Yang, Yulan Liu, Roberto Barra-Chicote, Yixiong Meng, Roland Maas, Jasha Droppo arXiv_SD arXiv_SD Recognition Sparse RNN Regularization Speech Pose Speech_Recognition PDF
2021-06-14 Over-Fit: Noisy-Label Detection based on the Overfitted Model Property Seulki Park, Dae Ung Jo, Jin Young Choi arXiv_AI arXiv_AI Regularization Pose Detection Attention PDF
2021-06-14 Latent Correlation-Based Multiview Learning and Self-Supervision: A Unifying Perspective Qi Lyu, Xiao Fu, Weiran Wang, Songtao Lu arXiv_AI arXiv_AI Embedding Unsupervised Represenation_Learning Regularization Self-Supervised Action Relation PDF
2021-06-13 Survey: Image Mixing and Deleting for Data Augmentation Humza Naveed arXiv_CV arXiv_CV Recognition Regularization Review Pose Survey Classification Detection Object_Detection Image_Classification PDF
2021-06-12 Contrastive Semi-Supervised Learning for 2D Medical Image Segmentation Prashant Pandey, Ajey Pai, Nisarg Bhatt, Prasenjit Das, Govind Makharia, Prathosh AP, Mausam arXiv_CV arXiv_CV Image_Caption Segmentation Represenation_Learning Regularization Pose Contrastive_Learning Medical PDF
2021-06-12 Guiding Teacher Forcing with Seer Forcing for Neural Machine Translation Yang Feng, Shuhao Gu, Dengji Guo, Zhengxin Yang, Chenze Shao arXiv_CL arXiv_CL Regularization Knowledge Adversarial Prediction PDF
2021-06-12 Go Small and Similar: A Simple Output Decay Brings Better Performance Xuan Cheng, Tianshu Xie, Xiaomin Wang, Jiali Deng, Minghui Liu, Ming Liu arXiv_CV arXiv_CV Regularization Pose Deep_Learning PDF
2021-06-12 Adversarial Robustness via Fisher-Rao Regularization Marine Picot, Francisco Messina, Malik Boudiaf, Fabrice Labeau, Ismail Ben Ayed, Pablo Piantanida arXiv_CV arXiv_CV Regularization Adversarial Pose PDF
2021-06-10 Disentangled Attention as Intrinsic Regularization for Bimanual Multi-Object Manipulation Minghao Zhang, Pingcheng Jian, Yi Wu, Huazhe Xu, Xiaolong Wang arXiv_RO arXiv_RO Reinforcement_Learning Sparse Regularization Pose Attention PDF
2021-06-10 Pivotal Tuning for Latent-based Editing of Real Images Daniel Roich, Ron Mokady, Amit H. Bermano, Daniel Cohen-Or arXiv_CV arXiv_CV Regularization Pose Face GAN PDF
2021-06-10 Fairness for Cooperative Multi-Agent Learning with Equivariant Policies Niko A. Grupen, Bart Selman, Daniel D. Lee arXiv_AI arXiv_AI Optimization Regularization PDF
2021-06-10 Supervising the Transfer of Reasoning Patterns in VQA Corentin Kervadec, Christian Wolf, Grigory Antipov, Moez Baccouche, Madiha Nadri arXiv_CV arXiv_CV Bert Regularization Knowledge Self-Supervised Pose VQA Attention Prediction QA PDF
2021-06-09 Very Compact Clusters with Structural Regularization via Similarity and Connectivity Xin Ma, Won Hwa Kim arXiv_AI arXiv_AI Reconstruction Embedding Regularization Pose Relation CNN PDF
2021-06-09 No Fear of Heterogeneity: Classifier Calibration for Federated Learning with Non-IID Data Mi Luo, Fei Chen, Dapeng Hu, Yifan Zhang, Jian Liang, Jiashi Feng arXiv_CV arXiv_CV Optimization Regularization Pose Classification PDF
2021-06-09 Fast Computational Ghost Imaging using Unpaired Deep Learning and a Constrained Generative Adversarial Network Fatemeh Alishahi, Amirhossein Mohajerin-Ariaei arXiv_CV arXiv_CV Reconstruction Regularization Adversarial Pose Deep_Learning PDF
2021-06-08 MoCo-Flow: Neural Motion Consensus Flow for Dynamic Humans in Stationary Monocular Cameras Xuelin Chen, Weiyu Li, Daniel Cohen-Or, Niloy J. Mitra, Baoquan Chen arXiv_CV arXiv_CV Optimization Regularization Pose Quantitative PDF
2021-06-08 Muddling Label Regularization: Deep Learning for Tabular Datasets Karim Lounici, Katia Meziani, Benjamin Riu arXiv_AI arXiv_AI Recognition Regularization Knowledge Speech Classification Deep_Learning Speech_Recognition PDF
2021-06-08 Adversarial Training for Machine Reading Comprehension with Virtual Embeddings Ziqing Yang, Yiming Cui, Chenglei Si, Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu arXiv_CL arXiv_CL Embedding Regularization Adversarial QA PDF
2021-06-08 On the relation between statistical learning and perceptual distances Alexander Hepburn, Valero Laparra, Raul Santos-Rodriguez, Johannes Ballé, Jesús Malo arXiv_CV arXiv_CV Unsupervised Regularization Relation PDF
2021-06-08 Reinforced Few-Shot Acquisition Function Learning for Bayesian Optimization Bing-Jing Hsieh, Ping-Chun Hsieh, Xi Liu arXiv_AI arXiv_AI Optimization Regularization Pose Few-Shot PDF
2021-06-08 Demystifying Local Vision Transformer: Sparse Connectivity, Weight Sharing, and Dynamic Weight Qi Han, Zejia Fan, Qi Dai, Lei Sun, Ming-Ming Cheng, Jiaying Liu, Jingdong Wang arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Recognition Sparse Regularization Classification Detection Object_Detection Attention PDF
2021-06-07 Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition Jiaming Liu, M. Salman Asif, Brendt Wohlberg, Ulugbek S. Kamilov arXiv_CV arXiv_CV Regularization Compressive_Sensing Denoising PDF
2021-06-07 End-to-end reconstruction meets data-driven regularization for inverse problems Subhadip Mukherjee, Marcello Carioni, Ozan Öktem, Carola-Bibiane Schönlieb arXiv_CV arXiv_CV Reconstruction Unsupervised Regularization Pose PDF
2021-06-07 Channel DropBlock: An Improved Regularization Method for Fine-Grained Visual Classification Yifeng Ding, Shuwei Dong, Yujun Tong, Zhanyu Ma, Bo Xiao, Haibin Ling arXiv_CV arXiv_CV Regularization Pose Classification Relation Attention PDF
2021-06-07 Multi-Target Domain Adaptation with Collaborative Consistency Learning Takashi Isobe, Xu Jia, Shuaijun Chen, Jianzhong He, Yongjie Shi, Jianzhuang Liu, Huchuan Lu, Shengjin Wang arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Pose Prediction PDF
2021-06-06 Meta-Learning Reliable Priors in the Function Space Jonas Rothfuss, Dominique Heyn, Jinfan Chen, Andreas Krause arXiv_AI arXiv_AI Optimization Regularization Knowledge Pose Face Inference Prediction PDF
2021-06-06 An Adaptive Framework for Learning Unsupervised Depth Completion Alex Wong, Xiaohan Fei, Byung-Woo Hong, Stefano Soatto arXiv_CV arXiv_CV Unsupervised Optimization Sparse Regularization Pose Inference PDF
2021-06-05 Local Disentanglement in Variational Auto-Encoders Using Jacobian $L_1$ Regularization Travers Rhodes, Daniel D. Lee arXiv_CV arXiv_CV Unsupervised Sparse Represenation_Learning Regularization Pose Quantitative PDF
2021-06-05 Feature Flow Regularization: Improving Structured Sparsity in Deep Neural Networks Yue Wu, Yuan Lan, Luchan Zhang, Yang Xiang arXiv_CV arXiv_CV Optimization Regularization Pose PDF
2021-06-05 Heuristic-Guided Reinforcement Learning Ching-An Cheng, Andrey Kolobov, Adith Swaminathan arXiv_AI arXiv_AI Reinforcement_Learning Regularization Knowledge Action PDF
2021-06-04 F-Drop&Match: GANs with a Dead Zone in the High-Frequency Domain Shin'ya Yamaguchi, Sekitoshi Kanai arXiv_CV arXiv_CV Regularization Adversarial GAN CNN Matching PDF
2021-06-04 Regularization and Reparameterization Avoid Vanishing Gradients in Sigmoid-Type Networks Leni Ven, Johannes Lederer arXiv_AI arXiv_AI Regularization Deep_Learning PDF
2021-06-03 Partial Graph Reasoning for Neural Network Regularization Tiange Xiang, Chaoyi Zhang, Yang Song, Siqi Liu, Hongliang Yuan, Weidong Cai arXiv_CV arXiv_CV Optimization Regularization Relation Inference PDF
2021-06-02 Domain Adaptation for Facial Expression Classifier via Domain Discrimination and Gradient Reversal Kamil Akhmetov arXiv_CV arXiv_CV Unsupervised Recognition Regularization Review Pose Action PDF
2021-06-02 Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision Xiaokang Chen, Yuhui Yuan, Gang Zeng, Jingdong Wang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose Prediction PDF
2021-06-01 An Entropy Regularization Free Mechanism for Policy-based Reinforcement Learning Changnan Xiao, Haosen Shi, Jiajun Fan, Shihong Deng arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose PDF
2021-06-01 Towards Quantifiable Dialogue Coherence Evaluation Zheng Ye, Liucun Lu, Lishan Huang, Liang Lin, Xiaodan Liang arXiv_CL arXiv_CL Regularization Knowledge Pose Relation Attention PDF
2021-05-31 Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests Victor Veitch, Alexander D'Amour, Steve Yadlowsky, Jacob Eisenstein arXiv_AI arXiv_AI Text_Classification Regularization Classification Relation Sentiment Inference Prediction PDF
2021-05-31 Non-Convex Tensor Low-Rank Approximation for Infrared Small Target Detection Ting Liu, Jungang Yang, Boyang Li, Chao Xiao, Yang Sun, Yingqian Wang, Wei An arXiv_CV arXiv_CV Regularization Pose Detection PDF
2021-05-31 Consistency Regularization for Variational Auto-Encoders Samarth Sinha, Adji B. Dieng arXiv_CV arXiv_CV Unsupervised 3D Regularization Pose Classification Inference PDF
2021-05-31 Efficient Hierarchical Exploration with Stable Subgoal Representation Learning Siyuan Li, Jin Zhang, Jianhao Wang, Chongjie Zhang arXiv_AI arXiv_AI Embedding Reinforcement_Learning Sparse Represenation_Learning Regularization Pose PDF
2021-05-30 MLPruning: A Multilevel Structured Pruning Framework for Transformer-based Models Zhewei Yao, Linjian Ma, Sheng Shen, Kurt Keutzer, Michael W. Mahoney arXiv_CL arXiv_CL Transformer Bert Sparse Regularization Pose Inference PDF
2021-05-30 Polygonal Point Set Tracking Gunhee Nam, Miran Heo, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim arXiv_AI arXiv_AI Segmentation Tracking Regularization Pose Contour PDF
2021-05-30 Good for Misconceived Reasons: An Empirical Revisiting on the Need for Visual Context in Multimodal Machine Translation Zhiyong Wu, Lingpeng Kong, Wei Bi, Xiang Li, Ben Kao arXiv_AI arXiv_AI Regularization PDF
2021-05-29 Compressed Sensing for Photoacoustic Computed Tomography Using an Untrained Neural Network Hengrong Lan, Juze Zhang, Changchun Yang, Fei Gao arXiv_AI arXiv_AI Reconstruction Gradient_Descent Sparse Regularization Pose Detection PDF
2021-05-28 OpenMatch: Open-set Consistency Regularization for Semi-supervised Learning with Outliers Kuniaki Saito, Donghyun Kim, Kate Saenko arXiv_CV arXiv_CV Regularization Pose Detection PDF
2021-05-28 PTNet: A High-Resolution Infant MRI Synthesizer Based on Transformer Xuzhe Zhang, Xinzi He, Jia Guo, Nabil Ettehadi, Natalie Aw, David Semanek, Jonathan Posner, Andrew Laine, Yun Wang arXiv_CV arXiv_CV Transformer Regularization Adversarial Attention GAN CNN PDF
2021-05-28 Demotivate adversarial defense in remote sensing Adrien Chan-Hon-Tong, Gaston Lenczner, Aurelien Plyer arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Adversarial Pose Detection Object_Detection CNN PDF
2021-05-28 Robust Regularization with Adversarial Labelling of Perturbed Samples Xiaohui Guo, Richong Zhang, Yaowei Zheng, Yongyi Mao arXiv_AI arXiv_AI Regularization Adversarial Pose GAN PDF
2021-05-28 Noised Consistency Training for Text Summarization Junnan Liu, Qianren Mao, Bang Liu, Hao Peng, Hongdong Zhu, Jianxin Li arXiv_CL arXiv_CL Regularization Summarization Prediction PDF
2021-05-27 Unsupervised Activity Segmentation by Joint Representation Learning and Online Clustering Sateesh Kumar, Sanjay Haresh, Awais Ahmed, Andrey Konin, M. Zeeshan Zia, Quoc-Huy Tran arXiv_CV arXiv_CV Segmentation Embedding Unsupervised Represenation_Learning Regularization Activity PDF
2021-05-27 Drawing Multiple Augmentation Samples Per Image During Training Efficiently Decreases Test Error Stanislav Fort, Andrew Brock, Razvan Pascanu, Soham De, Samuel L. Smith arXiv_CV arXiv_CV Regularization Pose PDF
2021-05-27 Using Early-Learning Regularization to Classify Real-World Noisy Data Alessio Galatolo, Alfred Nilsson, Roderick Karlemstrand, Yineng Wang arXiv_CV arXiv_CV Transfer_Learning Regularization Pose Action PDF
2021-05-27 Better Regularization for Sequential Decision Spaces: Fast Convergence Rates for Nash, Correlated, and Team Equilibria Gabriele Farina, Christian Kroer, Tuomas Sandholm arXiv_AI arXiv_AI Regularization PDF
2021-05-27 Unsupervised Adaptive Semantic Segmentation with Local Lipschitz Constraint Guanyu Cai, Lianghua He arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Optimization Regularization Knowledge Adversarial Pose Prediction PDF
2021-05-27 Self-Ensembling Contrastive Learning for Semi-Supervised Medical Image Segmentation Jinxi Xiang, Zhuowei Li, Wenji Wang, Qing Xia, Shaoting Zhang arXiv_CV arXiv_CV Segmentation Regularization Knowledge Pose Contrastive_Learning Deep_Learning Medical PDF
2021-05-26 Receptive Field Regularization Techniques for Audio Classification and Tagging with Deep Convolutional Neural Networks Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer arXiv_SD arXiv_SD Recognition Scene_Classification Regularization Pose Emotion Classification Detection CNN PDF
2021-05-25 Towards Understanding the Condensation of Two-layer Neural Networks at Initial Training Zhi-Qin John Xu, Hanxu Zhou, Tao Luo, Yaoyu Zhang arXiv_AI arXiv_AI Regularization Pose PDF
2021-05-24 A Fourier-based Framework for Domain Generalization Qinwei Xu, Ruipeng Zhang, Ya Zhang, Yanfeng Wang, Qi Tian arXiv_CV arXiv_CV Regularization Knowledge Pose Prediction PDF
2021-05-23 Structural Pre-training for Dialogue Comprehension Zhuosheng Zhang, Hai Zhao arXiv_AI arXiv_AI Restoration Regularization Knowledge Self-Supervised Pose Relation Language_Model PDF
2021-05-21 Automatic calibration of time of flight based non-line-of-sight reconstruction Subhash Chandra Sadhu, Abhishek Singh, Tomohiro Maeda, Tristan Swedish, Ryan Kim, Lagnojita Sinha, Ramesh Raskar arXiv_CV arXiv_CV Reconstruction Gradient_Descent Regularization Pose Detection Object_Detection PDF
2021-05-21 Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution Boyan Xu, Hujun Yin arXiv_CV arXiv_CV Super_Resolution Restoration Regularization Knowledge Pose CNN PDF
2021-05-21 Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation Shumeng Li, Ziyuan Zhao, Kaixin Xu, Zeng Zeng, Cuntai Guan arXiv_AI arXiv_AI Segmentation 3D Regularization Deep_Learning PDF
2021-05-21 Multi-Task, Multi-Domain Deep Segmentation with Shared Representations and Contrastive Regularization for Sparse Pediatric Datasets Arnaud Boutillon, Pierre-Henri Conze, Christelle Pons, Valérie Burdin, Bhushan Borotikar arXiv_CV arXiv_CV Segmentation Sparse Regularization Pose CNN PDF
2021-05-21 Omni-supervised Point Cloud Segmentation via Gradual Receptive Field Component Reasoning Jingyu Gong, Jiachen Xu, Xin Tan, Haichuan Song, Yanyun Qu, Yuan Xie, Lizhuang Ma arXiv_CV arXiv_CV Segmentation Point_Cloud 3D Regularization Pose Prediction PDF
2021-05-21 A Non-Linear Structural Probe Jennifer C. White, Tiago Pimentel, Naomi Saphra, Ryan Cotterell arXiv_CL arXiv_CL Bert Regularization Knowledge Attention PDF
2021-05-21 Have you tried Neural Topic Models? Comparative Analysis of Neural and Non-Neural Topic Models with Application to COVID-19 Twitter Data Andrew Bennett, Dipendra Misra, Nga Than arXiv_CL arXiv_CL Regularization Pose Quantitative PDF
2021-05-19 Robust partial Fourier reconstruction for diffusion-weighted imaging using a recurrent convolutional neural network Fasil Gadjimuradov, Thomas Benkert, Marcel Dominik Nickel, Andreas Maier arXiv_CV arXiv_CV Reconstruction Regularization Pose Quantitative Relation CNN PDF
2021-05-19 Localization and Tracking of User-Defined Points on Deformable Objects for Robotic Manipulation Sven Dittus, Benjamin Alt, Andreas Hermann, Darko Katic, Rainer Jäkel, Jürgen Fleischer arXiv_CV arXiv_CV Tracking 3D Regularization Pose Face PDF
2021-05-17 Physics-informed attention-based neural network for solving non-linear partial differential equations Ruben Rodriguez-Torrado, Pablo Ruiz, Luis Cueto-Felgueroso, Michael Cerny Green, Tyler Friesen, Sebastien Matringe, Julian Togelius arXiv_AI arXiv_AI RNN Regularization Attention PDF
2021-05-15 A Cognitive Regularizer for Language Modeling Jason Wei, Clara Meister, Ryan Cotterell arXiv_CL arXiv_CL Regularization Action Language_Model PDF
2021-05-15 Regularized Deep Linear Discriminant Analysis Hongwei Chen, Wen Lu arXiv_CV arXiv_CV Regularization Pose PDF
2021-05-15 Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers Yilmaz Korkmaz, Salman UH Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur arXiv_CV arXiv_CV Transformer Reconstruction Unsupervised Zero-Shot Regularization Adversarial Self-Supervised Deep_Learning Relation Attention Medical CNN Inference Matching PDF
2021-05-14 Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation Chenyu You, Ruihan Zhao, Lawrence Staib, James S. Duncan arXiv_CV arXiv_CV Segmentation Embedding 3D Represenation_Learning Regularization Self-Supervised Pose Contrastive_Learning Action Contour Medical PDF
2021-05-14 Out-of-Manifold Regularization in Contextual Embedding Space for Text Classification Seonghyeon Lee, Dongha Lee, Hwanjo Yu arXiv_AI arXiv_AI Embedding Bert Text_Classification Regularization Pose Classification PDF
2021-05-13 Dynamic View Synthesis from Dynamic Monocular Video Chen Gao, Ayush Saraf, Johannes Kopf, Jia-Bin Huang arXiv_CV arXiv_CV Unsupervised Regularization Pose Quantitative PDF
2021-05-12 Cross-Modal and Multimodal Data Analysis Based on Functional Mapping of Spectral Descriptors and Manifold Regularization Maysam Behmanesh, Peyman Adibi, Jocelyn Chanussot, Sayyed Mohammad Saeed Ehsani arXiv_CV arXiv_CV Regularization Knowledge Pose Classification PDF
2021-05-12 Accuracy-Privacy Trade-off in Deep Ensemble Shahbaz Rezaei, Zubair Shafiq, Xin Liu arXiv_AI arXiv_AI Regularization Pose Classification Inference Prediction PDF
2021-05-11 Joint Text and Label Generation for Spoken Language Understanding Yang Li, Ben Athiwaratkun, Cicero Nogueira dos Santos, Bing Xiang arXiv_CL arXiv_CL Regularization Knowledge Pose Classification Language_Model PDF
2021-05-11 VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning Adrien Bardes, Jean Ponce, Yann LeCun arXiv_AI arXiv_AI Image_Caption Embedding Represenation_Learning Regularization Self-Supervised Relation PDF
2021-05-10 Generalized Jensen-Shannon Divergence Loss for Learning with Noisy Labels Erik Englesson, Hossein Azizpour arXiv_CV arXiv_CV Regularization Pose PDF
2021-05-09 Binarized Weight Error Networks With a Transition Regularization Term Savas Ozkan, Gozde Bozdagi Akar arXiv_CV arXiv_CV Regularization Pose Classification PDF
2021-05-08 PCA Event-Based Otical Flow for Visual Odometry Mahmoud Z. Khairallah, Fabien Bonardi, David Roussel, Samia Bouchafa arXiv_CV arXiv_CV Regularization Pose Optical_Flow PDF
2021-05-07 Salient Objects in Clutter Deng-Ping Fan, Jing Zhang, Gang Xu, Ming-Ming Cheng, Ling Shao arXiv_CV arXiv_CV Enhancement Regularization Salient Self-Supervised Pose Detection Object_Detection PDF
2021-05-06 Reducing Streaming ASR Model Delay with Self Alignment Jaeyoung Kim, Han Lu, Anshuman Tripathi, Qian Zhang, Hasim Sak arXiv_AI arXiv_AI Regularization Speech Pose Prediction PDF
2021-05-06 Structured Ensembles: an Approach to Reduce the Memory Footprint of Ensemble Methods Jary Pomponi, Simone Scardapane, Aurelio Uncini arXiv_AI arXiv_AI Optimization Regularization Pose PDF
2021-05-05 Modulating Regularization Frequency for Efficient Compression-Aware Model Training Dongsoo Lee, Se Jung Kwon, Byeongwook Kim, Jeongin Yun, Baeseong Park, Yongkweon Jeon arXiv_AI arXiv_AI Regularization PDF
2021-05-04 MLP-Mixer: An all-MLP Architecture for Vision Ilya Tolstikhin, Neil Houlsby, Alexander Kolesnikov, Lucas Beyer, Xiaohua Zhai, Thomas Unterthiner, Jessica Yung, Daniel Keysers, Jakob Uszkoreit, Mario Lucic, Alexey Dosovitskiy arXiv_AI arXiv_AI Transformer Regularization Classification Attention CNN Image_Classification Inference PDF
2021-05-04 Implicit Regularization in Deep Tensor Factorization Paolo Milanesi (QARMA), Hachem Kadri (LIS, QARMA, AMU SCI), Stéphane Ayache (QARMA), Thierry Artières (QARMA) arXiv_AI arXiv_AI Gradient_Descent Regularization PDF
2021-05-03 Initialization and Regularization of Factorized Neural Layers Mikhail Khodak, Neil Tenenholtz, Lester Mackey, Nicolò Fusi arXiv_AI arXiv_AI Unsupervised Gradient_Descent Optimization Regularization Knowledge Pose Deep_Learning Attention PDF
2021-05-03 Consistency and Monotonicity Regularization for Neural Knowledge Tracing Seewoo Lee, Youngduck Choi, Juneyoung Park, Byungsoo Kim, Jinwoo Shin arXiv_AI arXiv_AI Tracking Regularization Knowledge Pose Prediction PDF
2021-05-02 Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain Connectivity Megi Isallari, Islem Rekik arXiv_CV arXiv_CV Embedding Super_Resolution Regularization Adversarial Pose CNN PDF
2021-05-01 JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets Jun Chen, Guang Yang, Habib Khan, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David Firmin, Jennifer Keegan arXiv_CV arXiv_CV Segmentation 3D Optimization Regularization Adversarial Pose Relation Attention GAN PDF
2021-04-30 Deep learning with self-supervision and uncertainty regularization to count fish in underwater images Penny Tarling, Mauricio Cantor, Albert Clapés, Sergio Escalera arXiv_AI arXiv_AI Regularization Self-Supervised Pose Action Deep_Learning Prediction PDF
2021-04-29 MinMaxCAM: Improving object coverage for CAM-basedWeakly Supervised Object Localization Kaili Wang, Jose Oramas, Tinne Tuytelaars arXiv_CV arXiv_CV Segmentation Weakly_Supervised Regularization Pose PDF
2021-04-29 Hand Gesture Recognition Based on a Nonconvex Regularization Jing Qin, Joshua Ashley, Biyun Xie arXiv_CV arXiv_CV Recognition Sparse Gesture Regularization Pose Action PDF
2021-04-29 Fine-grained Generalization Analysis of Vector-valued Learning Liang Wu, Antoine Ledent, Yunwen Lei, Marius Kloft arXiv_AI arXiv_AI Gradient_Descent Optimization Regularization Action Classification PDF
2021-04-29 Locality Constrained Analysis Dictionary Learning via K-SVD Algorithm Kun Jiang, Zhaoli Liu, Zheng Liu, Qindong Sun arXiv_CV arXiv_CV Sparse Regularization Pose Classification Image_Classification PDF
2021-04-28 Boosting Co-teaching with Compression Regularization for Label Noise Yingyi Chen, Xi Shen, Shell Xu Hu, Johan A.K. Suykens arXiv_CV arXiv_CV Regularization Pose Classification Image_Classification PDF
2021-04-28 Re Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias Sunnie S. Y. Kim, Sharon Zhang, Nicole Meister, Olga Russakovsky arXiv_CV arXiv_CV Recognition Regularization Pose Quantitative PDF
2021-04-25 3D/2D regularized CNN feature hierarchy for Hyperspectral image classification Muhammad Ahmad, Manuel Mazzara, Salvatore Distefano arXiv_CV arXiv_CV 3D Regularization Pose Classification CNN Image_Classification PDF
2021-04-25 Scalable End-to-End RF Classification: A Case Study on Undersized Dataset Regularization by Convolutional-MST Khalid Youssef, Greg Schuette, Yubin Cai, Daisong Zhang, Yikun Huang, Yahya Rahmat-Samii, Louis-S. Bouchard arXiv_AI arXiv_AI Recognition RNN Regularization Speech Face Classification Deep_Learning Speech_Recognition CNN PDF
2021-04-25 How Well Self-Supervised Pre-Training Performs with Streaming Data? Dapeng Hu, Qizhengqiu Lu, Lanqing Hong, Hailin Hu, Yifan Zhang, Zhenguo Li, Alfred Shen, Jiashi Feng arXiv_CV arXiv_CV Represenation_Learning Regularization Self-Supervised PDF
2021-04-25 Quantization of Deep Neural Networks for Accurate EdgeComputing Wentao Chen, Hailong Qiu, Jian Zhuang, Chutong Zhang, Yu Hu, Qing Lu, Tianchen Wang, Yiyu Shi†, Meiping Huang, Xiaowe Xu arXiv_CV arXiv_CV Segmentation Quantization Recognition RNN Regularization Speech Pose Classification Speech_Recognition Medical CNN PDF
2021-04-24 Oriented Bounding Boxes for Small and Freely Rotated Objects Mohsen Zand, Ali Etemad, Michael Greenspan arXiv_CV arXiv_CV Regularization Pose Classification Detection Object_Detection Inference PDF
2021-04-23 Eccentric Regularization: Minimizing Hyperspherical Energy without explicit projection Xuefeng Li, Alan Blair arXiv_AI arXiv_AI Represenation_Learning Regularization Classification PDF
2021-04-22 Connecting Hamilton--Jacobi partial differential equations with maximum a posteriori and posterior mean estimators for some non-convex priors Jérôme Darbon, Gabriel P. Langlois, Tingwei Meng arXiv_CV arXiv_CV Optimization Regularization Pose PDF
2021-04-22 Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network Janne Pylkkönen (1), Antti Ukkonen (1 and 2), Juho Kilpikoski (1), Samu Tamminen (1), Hannes Heikinheimo (1) ((1) Speechly, (2) Department of Computer Science, University of Helsinki, Finland) arXiv_CL arXiv_CL Recognition RNN Regularization Speech Pose Speech_Recognition Language_Model Prediction PDF
2021-04-21 Jacobian Regularization for Mitigating Universal Adversarial Perturbations Kenneth T. Co, David Martinez Rego, Emil C. Lupu arXiv_AI arXiv_AI Regularization Adversarial PDF
2021-04-21 Fixed-Point and Objective Convergence of Plug-and-Play Algorithms Pravin Nair, Ruturaj G. Gavaskar, Kunal N. Chaudhury arXiv_CV arXiv_CV Reconstruction Optimization Regularization Knowledge PDF
2021-04-20 Class-Incremental Learning with Generative Classifiers Gido M. van de Ven, Zhe Li, Andreas S. Tolias arXiv_AI arXiv_AI Regularization Classification PDF
2021-04-20 SelfReg: Self-supervised Contrastive Regularization for Domain Generalization Daehee Kim, Seunghyun Park, Jinkyu Kim, Jaekoo Lee arXiv_AI arXiv_AI Regularization Self-Supervised Pose Contrastive_Learning Deep_Learning PDF
2021-04-19 Adversarial Diffusion Attacks on Graph-based Traffic Prediction Models Lyuyi Zhu, Kairui Feng, Ziyuan Pu, Wei Ma arXiv_AI arXiv_AI Regularization Adversarial Pose Deep_Learning CNN Prediction PDF
2021-04-19 Contrastive Learning for Compact Single Image Dehazing Haiyan Wu, Yanyun Qu, Shaohui Lin, Jian Zhou, Ruizhi Qiao, Zhizhong Zhang, Yuan Xie, Lizhuang Ma arXiv_AI arXiv_AI Enhancement Regularization Pose Contrastive_Learning Deep_Learning PDF
2021-04-19 Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition Wei Zhou, Mohammad Zeineldeen, Zuoyun Zheng, Ralf Schlüter, Hermann Ney arXiv_CL arXiv_CL Segmentation Recognition RNN Regularization Speech Pose Attention Speech_Recognition PDF
2021-04-18 Deep Clustering with Measure Propagation Minhua Chen, Badrinath Jayakumar, Padmasundari Gopalakrishnan, Qiming Huang, Michael Johnston, Patrick Haffner arXiv_CL arXiv_CL Embedding Unsupervised Represenation_Learning Regularization Pose PDF
2021-04-18 Variational Weakly Supervised Sentiment Analysis with Posterior Regularization Ziqian Zeng, Yangqiu Song arXiv_AI arXiv_AI Weakly_Supervised Regularization Pose Sentiment Prediction PDF
2021-04-18 The hidden label-marginal biases of segmentation losses Bingyuan Liu, Jose Dolz, Adrian Galdran, Riadh Kobbi, Ismail Ben Ayed arXiv_CV arXiv_CV Segmentation Regularization Pose Medical PDF
2021-04-18 Self-Supervised Pillar Motion Learning for Autonomous Driving Chenxu Luo, Xiaodong Yang, Alan Yuille arXiv_CV arXiv_CV Point_Cloud Regularization Self-Supervised Pose Autonomous PDF
2021-04-17 Learning from Noisy Labels for Entity-Centric Information Extraction Wenxuan Zhou, Muhao Chen arXiv_CL arXiv_CL Regularization Pose Action Inference Prediction PDF
2021-04-17 Visual Transformer Pruning Mingjian Zhu, Kai Han, Yehui Tang, Yunhe Wang arXiv_CV arXiv_CV Transformer Regularization Pose PDF
2021-04-17 TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion Jiapeng Wu, Yishi Xu, Yingxue Zhang, Chen Ma, Mark Coates, Jackie Chi Kit Cheung arXiv_AI arXiv_AI Embedding Represenation_Learning Regularization Knowledge Knowledge_Graph Pose Inference PDF
2021-04-16 Semantic Image Matting Yanan Sun, Chi-Keung Tang, Yu-Wing Tai arXiv_CV arXiv_CV Image_Matting Regularization Pose Action Classification Prediction PDF
2021-04-15 See through Gradients: Image Batch Recovery via GradInversion Hongxu Yin, Arun Mallya, Arash Vahdat, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov arXiv_CV arXiv_CV Reconstruction Optimization Regularization Pose Matching PDF
2021-04-14 Dewarping Document Image By Displacement Flow Estimation with Fully Convolutional Network Guo-Wang Xie, Fei Yin, Xu-Yao Zhang, Cheng-Lin Liu arXiv_CV arXiv_CV Recognition Regularization Pose CNN PDF
2021-04-12 Learning from Executions for Semantic Parsing Bailin Wang, Mirella Lapata, Ivan Titov arXiv_CL arXiv_CL Regularization Knowledge Pose PDF
2021-04-12 Continual Learning for Text Classification with Information Disentanglement Based Regularization Yufan Huang, Yanzhe Zhang, Jiaao Chen, Xuezhi Wang, Diyi Yang arXiv_AI arXiv_AI Text_Classification Regularization Knowledge Pose Classification Prediction PDF
2021-04-12 Landmark Regularization: Ranking Guided Super-Net Training in Neural Architecture Search Kaicheng Yu, Rene Ranftl, Mathieu Salzmann arXiv_CV arXiv_CV NAS Regularization Relation PDF
2021-04-12 Intra-Class Uncertainty Loss Function for Classification He Zhu, Shan Yu arXiv_CV arXiv_CV Regularization Pose Classification Matching PDF
2021-04-11 Constructing Contrastive samples via Summarization for Text Classification with limited annotations Yangkai Du, Tengfei Ma, Lingfei Wu, Fangli Xu, Xuhong Zhang, Shouling Ji arXiv_CL arXiv_CL Text_Classification Represenation_Learning Regularization Pose Contrastive_Learning Classification Summarization PDF
2021-04-11 Integrating Information Theory and Adversarial Learning for Cross-modal Retrieval Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew arXiv_CV arXiv_CV Regularization Adversarial Pose Classification Matching PDF
2021-04-11 UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost Zhen Wu, Lijun Wu, Qi Meng, Yingce Xia, Shufang Xie, Tao Qin, Xinyu Dai, Tie-Yan Liu arXiv_CL arXiv_CL Transformer Bert Text_Classification Regularization Pose Classification PDF
2021-04-10 Unified Source-Filter GAN: Unified Source-filter Network Based On Factorization of Quasi-Periodic Parallel WaveGAN Reo Yoneyama, Yi-Chiao Wu, Tomoki Toda arXiv_SD arXiv_SD Regularization Adversarial Speech Pose GAN PDF
2021-04-09 Relating Adversarially Robust Generalization to Flat Minima David Stutz, Matthias Hein, Bernt Schiele arXiv_CV arXiv_CV Regularization Adversarial Pose Relation PDF
2021-04-08 Affine-modeled video extraction from a single motion blurred image Daoyu Li, Liheng Bian, Jun Zhang arXiv_CV arXiv_CV Optimization Regularization Pose Action PDF
2021-04-08 Phoneme-based Distribution Regularization for Speech Enhancement Yajing Liu, Xiulian Peng, Zhiwei Xiong, Yan Lu arXiv_SD arXiv_SD Enhancement Recognition Regularization Speech Pose Classification Attention PDF
2021-04-08 Reconstructing Recognizable 3D Face Shapes based on 3D Morphable Models Diqiong Jiang, Yiwei Jin, Risheng Deng, Ruofeng Tong, Fanglue Zhang, Yukun Yai, Ming Tang arXiv_CV arXiv_CV Reconstruction Recognition 3D Regularization Pose Face Relation Face_Recognition PDF
2021-04-07 Regularizing Generative Adversarial Networks under Limited Data Hung-Yu Tseng, Lu Jiang, Ce Liu, Ming-Hsuan Yang, Weilong Yang arXiv_CV arXiv_CV Regularization Adversarial Pose GAN PDF
2021-04-07 Dual-Consistency Semi-Supervised Learning with Uncertainty Quantification for COVID-19 Lesion Segmentation from CT Images Yanwen Li, Luyang Luo, Huangjing Lin, Hao Chen, Pheng-Ann Heng arXiv_CV arXiv_CV Segmentation Unsupervised Regularization Knowledge Pose PDF
2021-04-07 Learning robust speech representation with an articulatory-regularized variational autoencoder Marc-Antoine Georges, Laurent Girin, Jean-Luc Schwartz, Thomas Hueber arXiv_CL arXiv_CL Reconstruction Regularization Speech Denoising PDF
2021-04-07 FSR: Accelerating the Inference Process of Transducer-Based Models by Applying Fast-Skip Regularization Zhengkun Tian, Jiangyan Yi, Ye Bai, Jianhua Tao, Shuai Zhang, Zhengqi Wen arXiv_CL arXiv_CL Transformer Recognition RNN Regularization Speech Pose Speech_Recognition Inference Prediction PDF
2021-04-06 Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation Francesco Barbato, Marco Toldo, Umberto Michieli, Pietro Zanuttigh arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Optimization Regularization Pose CNN Autonomous PDF
2021-04-06 MirrorNeRF: One-shot Neural Portrait RadianceField from Multi-mirror Catadioptric Imaging Ziyu Wang, Liao Wang, Fuqiang Zhao, Minye Wu, Lan Xu, Jingyi Yu arXiv_CV arXiv_CV Reconstruction 3D Regularization Pose PDF
2021-04-06 Shapley Explanation Networks Rui Wang, Xiaoqian Wang, David I. Inouye arXiv_AI arXiv_AI Regularization Pose PDF
2021-04-06 Learnable Expansion-and-Compression Network for Few-shot Class-Incremental Learning Boyu Yang, Mingbao Lin, Binghao Liu, Mengying Fu, Chang Liu, Rongrong Ji, Qixiang Ye arXiv_CV arXiv_CV Regularization Pose Few-Shot PDF
2021-04-06 Non-autoregressive Mandarin-English Code-switching Speech Recognition with Pinyin Mask-CTC and Word Embedding Regularization Shun-Po Chuang, Heng-Jui Chang, Sung-Feng Huang, Hung-yi Lee arXiv_CL arXiv_CL Embedding Recognition Regularization Speech Pose Speech_Recognition Inference PDF
2021-04-06 Dissecting User-Perceived Latency of On-Device E2E Speech Recognition Yuan Shangguan, Rohit Prabhavalkar, Hang Su, Jay Mahadeokar, Yangyang Shi, Jiatong Zhou, Chunyang Wu, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer arXiv_CL arXiv_CL Recognition Regularization Speech Pose Speech_Recognition PDF
2021-04-04 Information-theoretic regularization for Multi-source Domain Adaptation Geon Yeong Park, Sang Wan Lee arXiv_AI arXiv_AI Regularization Adversarial PDF
2021-04-03 Training Deep Normalizing Flow Models in Highly Incomplete Data Scenarios with Prior Regularization Edgar A. Bernal arXiv_CV arXiv_CV Optimization Regularization Pose GAN PDF
2021-04-03 Topological Regularization for Graph Neural Networks Augmentation Rui Song, Fausto Giunchiglia, Ke Zhao, Hao Xu arXiv_AI arXiv_AI Embedding Unsupervised Represenation_Learning Regularization Pose PDF
2021-04-02 Self-supervised Video Representation Learning by Context and Motion Decoupling Lianghua Huang, Yu Liu, Bin Wang, Pan Pan, Yinghui Xu, Rong Jin arXiv_AI arXiv_AI Recognition Represenation_Learning Regularization Self-Supervised Action_Recognition Action Prediction Video_Retrieval Matching PDF
2021-04-01 Fast DCTTS: Efficient Deep Convolutional Text-to-Speech Minsu Kang, Jihyun Lee, Simin Kim, Injung Kim arXiv_AI arXiv_AI Regularization Speech Pose CNN PDF
2021-04-01 Improved Image Generation via Sparse Modeling Roy Ganz, Michael Elad arXiv_CV arXiv_CV Sparse Regularization Adversarial Deep_Learning GAN CNN PDF
2021-04-01 Optimization Algorithm for Feedback and Feedforward Policies towards Robot Control Robust to Sensing Failures Taisuke Kobayashi, Kenta Yoshizawa arXiv_RO arXiv_RO Reinforcement_Learning Optimization Regularization Knowledge Pose Inference PDF
2021-04-01 EfficientNetV2: Smaller Models and Faster Training Mingxing Tan, Quoc V. Le arXiv_CV arXiv_CV NAS Regularization Pose CNN PDF
2021-03-31 Analysis on Image Set Visual Question Answering Abhinav Khattar, Aviral Joshi, Har Simrat Singh, Pulkit Goel, Rohit Prakash Barnwal arXiv_CV arXiv_CV Bert Regularization Adversarial VQA QA PDF
2021-03-31 Learning by Aligning Videos in Time Sanjay Haresh, Sateesh Kumar, Huseyin Coskun, Shahram Najam Syed, Andrey Konin, Muhammad Zeeshan Zia, Quoc-Huy Tran arXiv_CV arXiv_CV Embedding Represenation_Learning Regularization Self-Supervised Pose Action Classification PDF
2021-03-31 Topology-Preserving 3D Image Segmentation Based On Hyperelastic Regularization Daoping Zhang, Lok Ming Lui arXiv_CV arXiv_CV Segmentation 3D Regularization Pose PDF
2021-03-31 Weakly-Supervised Image Semantic Segmentation Using Graph Convolutional Networks Shun-Yi Pan, Cheng-You Lu, Shih-Po Lee, Wen-Hsiao Peng arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose CNN PDF
2021-03-30 Multilayer Graph Clustering with Optimized Node Embedding Mireille El Gheche, Pascal Frossard arXiv_AI arXiv_AI Embedding Optimization Sparse Regularization Pose PDF
2021-03-30 Learning monocular 3D reconstruction of articulated categories from motion Filippos Kokkinos, Iasonas Kokkinos arXiv_CV arXiv_CV Reconstruction 3D Optimization Regularization Pose Face PDF
2021-03-30 Improving robustness against common corruptions with frequency biased models Tonmoy Saikia, Cordelia Schmid, Thomas Brox arXiv_CV arXiv_CV Regularization Pose Face Classification Detection Object_Detection PDF
2021-03-29 Flow-based Kernel Prior with Application to Blind Super-Resolution Jingyun Liang, Kai Zhang, Shuhang Gu, Luc Van Gool, Radu Timofte arXiv_CV arXiv_CV Super_Resolution Optimization Regularization Pose GAN PDF
2021-03-29 Multiscale Clustering of Hyperspectral Images Through Spectral-Spatial Diffusion Geometry Sam L. Polk, James M. Murphy arXiv_CV arXiv_CV Regularization PDF
2021-03-29 Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization Xin Jin, Tianyu He, Kecheng Zheng, Zhiheng Yin, Xu Shen, Zhen Huang, Ruoyu Feng, Jianqiang Huang, Xian-Sheng Hua, Zhibo Chen arXiv_CV arXiv_CV Surveillance Person_Re-identification Recognition Gait_Recognition Regularization Knowledge Re-identification Inference Prediction Matching PDF
2021-03-29 Capsule Network is Not More Robust than Convolutional Network Jindong Gu, Volker Tresp, Han Hu arXiv_CV arXiv_CV Reconstruction Regularization Pose Classification CNN Image_Classification PDF
2021-03-29 Selective Output Smoothing Regularization: Regularize Neural Networks by Softening Output Distributions Xuan Cheng, Tianshu Xie, Xiaomin Wang, Qifeng Weng, Minghui Liu, Jiali Deng, Ming Liu arXiv_CV arXiv_CV Regularization Pose Classification Detection CNN Image_Classification PDF
2021-03-28 Noise Injection-based Regularization for Point Cloud Processing Xiao Zang, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Regularization Pose Classification PDF
2021-03-27 Continuous Conditional Generative Adversarial Networks with Generator Regularization Yufeng Zheng, Yunkai Zhang, Zeyu Zheng arXiv_CV arXiv_CV Regularization Adversarial Pose GAN PDF
2021-03-26 Training a Better Loss Function for Image Restoration Aamir Mustafa, Aliaksei Mikhailiuk, Dan Andrei Iliescu, Varun Babbar, Rafal K. Mantiuk arXiv_CV arXiv_CV Super_Resolution Restoration Regularization Pose Denoising PDF
2021-03-26 DivAug: Plug-in Automated Data Augmentation with Explicit Diversity Maximization Zirui Liu, Haifeng Jin, Ting-Hsiang Wang, Kaixiong Zhou, Xia Hu arXiv_CV arXiv_CV Unsupervised Regularization Pose Relation PDF
2021-03-26 Continual Speaker Adaptation for Text-to-Speech Synthesis Hamed Hemati, Damian Borth arXiv_CL arXiv_CL Regularization Speech Pose PDF
2021-03-26 Building Reliable Explanations of Unreliable Neural Networks: Locally Smoothing Perspective of Model Interpretation Dohun Lim, Hyeonseok Lee, Sungchan Kim arXiv_CV arXiv_CV Regularization Salient Adversarial Pose Prediction PDF
2021-03-25 I^3Net: Implicit Instance-Invariant Network for Adapting One-Stage Object Detectors Chaoqi Chen, Zebiao Zheng, Yue Huang, Xinghao Ding, Yizhou Yu arXiv_CV arXiv_CV Regularization Pose Detection Object_Detection Matching PDF
2021-03-25 Recent Advances in Large Margin Learning Yiwen Guo, Changshui Zhang arXiv_CV arXiv_CV Regularization Survey Classification PDF
2021-03-24 Paragraph-level Rationale Extraction through Regularization: A case study on European Court of Human Rights Cases Ilias Chalkidis, Manos Fergadiotis, Dimitrios Tsarapatsanis, Nikolaos Aletras, Ion Androutsopoulos, Prodromos Malakasiotis arXiv_CL arXiv_CL Regularization Pose Action PDF
2021-03-24 Coarse-to-Fine Domain Adaptive Semantic Segmentation with Photometric Alignment and Category-Center Regularization Haoyu Ma, Xiangru Lin, Zifeng Wu, Yizhou Yu arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Self-Supervised Pose PDF
2021-03-24 Jo-SRC: A Contrastive Approach for Combating Noisy Labels Yazhou Yao, Zeren Sun, Chuanyi Zhang, Fumin Shen, Qi Wu, Jian Zhang, Zhenmin Tang arXiv_CV arXiv_CV Regularization Knowledge Pose Contrastive_Learning Prediction PDF
2021-03-24 MLAN: Multi-Level Adversarial Network for Domain Adaptive Semantic Segmentation Jiaxing Huang, Dayan Guan, Shijian Lu, Aoran Xiao arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Adversarial Relation PDF
2021-03-24 Learning Scene Structure Guidance via Cross-Task Knowledge Transfer for Single Depth Super-Resolution Baoli Sun, Xinchen Ye, Baopu Li, Haojie Li, Zhihui Wang, Rui Xu arXiv_CV arXiv_CV Super_Resolution Regularization Knowledge Pose Action Prediction PDF
2021-03-24 Beyond Visual Attractiveness: Physically Plausible Single Image HDR Reconstruction for Spherical Panoramas Wei Wei, Li Guan, Yue Liu, Hao Kang, Haoxiang Li, Ying Wu, Gang Hua arXiv_CV arXiv_CV Reconstruction Regularization Pose Deep_Learning Prediction PDF
2021-03-23 Gradient Regularized Contrastive Learning for Continual Domain Adaptation Shixiang Tang, Peng Su, Dapeng Chen, Wanli Ouyang arXiv_CV arXiv_CV Regularization Pose Contrastive_Learning Classification PDF
2021-03-23 Spatio-Temporal Sparsification for General Robust Graph Convolution Networks Mingming Lu, Ya Zhang arXiv_AI arXiv_AI Sparse Regularization Adversarial Pose Deep_Learning Attention PDF
2021-03-22 Channel Scaling: A Scale-and-Select Approach for Transfer Learning Ken C. L. Wong, Satyananda Kashyap, Mehdi Moradi arXiv_CV arXiv_CV Transfer_Learning Regularization Pose Medical CNN PDF
2021-03-22 Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph Classification Antonio Carta, Andrea Cossu, Federico Errica, Davide Bacciu arXiv_AI arXiv_AI Represenation_Learning Regularization Classification PDF
2021-03-22 Alleviate Exposure Bias in Sequence Prediction with Recurrent Neural Networks Liping Yuan, Jiangtao Feng, Xiaoqing Zheng, Xuanjing Huang arXiv_CL arXiv_CL RNN Regularization Pose Prediction PDF
2021-03-22 PriorityCut: Occlusion-guided Regularization for Warp-based Image Animation Wai Ting Cheung, Gyeongsu Chae arXiv_CV arXiv_CV Inpainting Regularization Knowledge Self-Supervised Pose Relation PDF
2021-03-19 Tf-GCZSL: Task-Free Generalized Continual Zero-Shot Learning Chandan Gautam, Sethupathy Parameswaran, Ashish Mishra, Suresh Sundaram arXiv_AI arXiv_AI Zero-Shot Regularization Knowledge Pose PDF
2021-03-19 Training image classifiers using Semi-Weak Label Data Anxiang Zhang, Ankit Shah, Bhiksha Raj arXiv_CV arXiv_CV Regularization Pose PDF
2021-03-18 Refining Neural Networks with Compositional Explanations Huihan Yao, Ying Chen, Qinyuan Ye, Xisen Jin, Xiang Ren arXiv_CL arXiv_CL Text_Classification Regularization Knowledge Pose Action Classification Relation Inference PDF
2021-03-18 Smoothing and Shrinking the Sparse Seq2Seq Search Space Ben Peters, André F. T. Martins arXiv_CL arXiv_CL Transformer Sparse Regularization Pose PDF
2021-03-18 Enhancing Transformer for Video Understanding Using Gated Multi-Level Attention and Temporal Adversarial Training Saurabh Sahu, Palash Goyal arXiv_CV arXiv_CV Transformer Video_Caption Regularization Adversarial Pose Quantitative Attention PDF
2021-03-16 Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks Minh Van Nguyen, Viet Dac Lai, Thien Huu Nguyen arXiv_CL arXiv_CL Recognition Represenation_Learning Regularization Pose Action Deep_Learning Detection Relation Relation_Extraction CNN Prediction PDF
2021-03-16 Consistent Posterior Distributions under Vessel-Mixing: A Regularization for Cross-Domain Retinal Artery/Vein Classification Chenxin Li, Yunlong Zhang, Zhehan Liang, Wenao Ma, Yue Huang, Xinghao Ding arXiv_CV arXiv_CV Regularization Pose Classification Deep_Learning Prediction PDF
2021-03-16 Invertible Residual Network with Regularization for Effective Medical Image Segmentation Kashu Yamazaki, Vidhiwar Singh Rathour, T.Hoang Ngan Le arXiv_CV arXiv_CV Segmentation 3D Regularization Pose Medical CNN PDF
2021-03-16 Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation Jungbeom Lee, Eunji Kim, Sungroh Yoon arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Weakly_Supervised Regularization Adversarial Classification PDF
2021-03-15 Multi-view Subword Regularization Xinyi Wang, Sebastian Ruder, Graham Neubig arXiv_CL arXiv_CL Segmentation Regularization Pose Prediction PDF
2021-03-15 Multi-Discriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich arXiv_SD arXiv_SD Regularization Adversarial Speech Pose GAN PDF
2021-03-12 Privacy Regularization: Joint Privacy-Utility Optimization in Language Models Fatemehsadat Mireshghallah, Huseyin A. Inan, Marcello Hasegawa, Victor Rühle, Taylor Berg-Kirkpatrick, Robert Sim arXiv_CL arXiv_CL Optimization Regularization Language_Model PDF
2021-03-12 Multiview Sensing With Unknown Permutations: An Optimal Transport Approach Yanting Ma, Petros T. Boufounos, Hassan Mansour, Shuchin Aeron arXiv_CV arXiv_CV Regularization PDF
2021-03-12 Self-Feature Regularization: Self-Feature Distillation Without Teacher Models Wenxuan Fan, Zhenyan Hou arXiv_CV arXiv_CV Regularization Knowledge Pose Inference PDF
2021-03-11 Intraclass clustering: an implicit learning ability that regularizes DNNs Carbonnelle Simon, Christophe De Vleeschouwer arXiv_AI arXiv_AI Regularization PDF
2021-03-11 Preprint: Norm Loss: An efficient yet effective regularization method for deep neural networks Theodoros Georgiou, Sebastian Schmitt, Thomas Bäck, Wei Chen, Michael Lew arXiv_CV arXiv_CV Regularization Pose CNN PDF
2021-03-10 Advancing Trajectory Optimization with Approximate Inference: Exploration, Covariance Control and Adaptive Risk Joe Watson, Jan Peters arXiv_RO arXiv_RO Optimization Regularization Inference PDF
2021-03-10 Quantization-Guided Training for Compact TinyML Models Sedigh Ghamari, Koray Ozcan, Thu Dinh, Andrey Melnikov, Juan Carvajal, Jan Ernst, Sek Chai arXiv_CV arXiv_CV Quantization Regularization Pose Detection QA PDF
2021-03-09 Content-Preserving Unpaired Translation from Simulated to Realistic Ultrasound Images Devavrat Tomar, Lin Zhang, Tiziano Portenier, Orcun Goksel arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose Quantitative PDF
2021-03-09 Point-supervised Segmentation of Microscopy Images and Volumes via Objectness Regularization Shijie Li, Neel Dey, Katharina Bermond, Leon von der Emde, Christine A. Curcio, Thomas Ach, Guido Gerig arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Regularization PDF
2021-03-09 Self-supervised Regularization for Text Classification Meng Zhou, Zechen Li, Pengtao Xie arXiv_CL arXiv_CL Unsupervised Text_Classification Regularization Self-Supervised Pose Classification PDF
2021-03-09 Generative Transition Mechanism to Image-to-Image Translation via Encoded Transformation Yaxin Shi, Xiaowei Zhou, Ping Liu, Ivor Tsang arXiv_CV arXiv_CV Reconstruction Regularization Pose GAN Prediction PDF
2021-03-08 Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization Jizong Peng, Marco Pedersoli, Christian Desrosiers arXiv_CV arXiv_CV Image_Caption Segmentation Embedding Regularization Pose Deep_Learning Medical PDF
2021-03-08 Consistency Regularization for Adversarial Robustness Jihoon Tack, Sihyun Yu, Jongheon Jeong, Minseon Kim, Sung Ju Hwang, Jinwoo Shin arXiv_AI arXiv_AI Regularization Adversarial Pose PDF
2021-03-08 Unveiling the Potential of Structure-Preserving for Weakly Supervised Object Localization Xingjia Pan, Yingguo Gao, Zhiwen Lin, Fan Tang, Weiming Dong, Haolei Yuan, Feiyue Huang, Changsheng Xu arXiv_CV arXiv_CV Weakly_Supervised Regularization Pose Classification Relation CNN PDF
2021-03-07 Estimating and Improving Fairness with Adversarial Learning Xiaoxiao Li, Ziteng Cui, Yifan Wu, Li Gu, Tatsuya Harada arXiv_AI arXiv_AI Regularization Adversarial Pose Classification Deep_Learning Medical PDF
2021-03-06 High Perceptual Quality Image Denoising with a Posterior Sampling CGAN Guy Ohayon, Theo Adrai, Gregory Vaksman, Michael Elad, Peyman Milanfar arXiv_CV arXiv_CV Regularization Adversarial Pose Deep_Learning Denoising GAN PDF
2021-03-06 Efficient Continual Adaptation for Generative Adversarial Networks Sakshi Varshney, Vinay Kumar Verma, Lawrence Carin, Piyush Rai arXiv_CV arXiv_CV Regularization Adversarial Pose GAN PDF
2021-03-05 OperA: Attention-Regularized Transformers for Surgical Phase Recognition Tobias Czempiel, Magdalini Paschali, Daniel Ostler, Seong Tae Kim, Benjamin Busam, Nassir Navab arXiv_AI arXiv_AI Transformer Recognition Regularization Attention Summarization PDF
2021-03-05 Cycle Self-Training for Domain Adaptation Hong Liu, Jianmin Wang, Mingsheng Long arXiv_CV arXiv_CV Unsupervised Recognition Regularization Pose Sentiment PDF
2021-03-05 Teachers Do More Than Teach: Compressing Image-to-Image Models Qing Jin, Jian Ren, Oliver J. Woodford, Jiazhuo Wang, Geng Yuan, Yanzhi Wang, Sergey Tulyakov arXiv_CV arXiv_CV Regularization Knowledge Adversarial Pose GAN PDF
2021-03-05 Enhanced Aspect-Based Sentiment Analysis Models with Progressive Self-supervised Attention Learning Jinsong Su, Jialong Tang, Hui Jiang, Ziyao Lu, Yubin Ge, Linfeng Song, Deyi Xiong, Le Sun, Jiebo Luo arXiv_CL arXiv_CL Regularization Self-Supervised Pose Sentiment Attention Prediction PDF
2021-03-04 Toward Robust Long Range Policy Transfer Wei-Cheng Tseng, Jin-Siang Lin, Yao-Min Feng, Min Sun arXiv_AI arXiv_AI Regularization Pose Action PDF
2021-03-03 Cross-View Regularization for Domain Adaptive Panoptic Segmentation Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Pose Attention PDF
2021-03-03 Sparsity Aware Normalization for GANs Idan Kligvasser, Tomer Michaeli arXiv_CV arXiv_CV Sparse Regularization Adversarial Pose GAN CNN PDF
2021-03-03 Adaptive Consistency Regularization for Semi-Supervised Transfer Learning Abulikemu Abuduweili, Xingjian Li, Humphrey Shi, Cheng-Zhong Xu, Dejing Dou arXiv_CV arXiv_CV Transfer_Learning Regularization Knowledge Pose PDF
2021-03-03 Group-wise Inhibition based Feature Regularization for Robust Classification Haozhe Liu, Haoqian Wu, Weicheng Xie, Feng Liu, Linlin Shen arXiv_AI arXiv_AI Regularization Adversarial Pose Classification Attention CNN PDF
2021-03-02 EnD: Entangling and Disentangling deep representations for bias correction Enzo Tartaglione, Carlo Alberto Barbano, Marco Grangetto arXiv_AI arXiv_AI Regularization Pose Detection PDF
2021-03-02 A Structurally Regularized Convolutional Neural Network for Image Classification using Wavelet-based SubBand Decomposition Pavel Sinha, Ioannis Psaromiligkos, Zeljko Zilic arXiv_CV arXiv_CV Quantization Regularization Pose Classification CNN Image_Classification PDF
2021-03-02 Learning with Hyperspherical Uniformity Weiyang Liu, Rongmei Lin, Zhen Liu, Li Xiong, Bernhard Schölkopf, Adrian Weller arXiv_CV arXiv_CV Regularization Pose Action Relation PDF
2021-03-01 Explaining Adversarial Vulnerability with a Data Sparsity Hypothesis Mahsa Paknezhad, Cuong Phuc Ngo, Amadeus Aristo Winarto, Alistair Cheong, Beh Chuen Yang, Wu Jiayang, Lee Hwee Kuan arXiv_AI arXiv_AI Regularization Adversarial Pose Deep_Learning Prediction PDF
2021-03-01 LocalDrop: A Hybrid Regularization for Deep Neural Networks Ziqing Lu, Chang Xu, Bo Du, Takashi Ishida, Lefei Zhang, Masashi Sugiyama arXiv_AI arXiv_AI Regularization Pose CNN PDF
2021-02-28 Towards Continual, Online, Unsupervised Depth Muhammad Umar Karim Khan arXiv_AI arXiv_AI Unsupervised Regularization Pose Action Deep_Learning PDF
2021-02-27 Deep Active Shape Model for Face Alignment and Pose Estimation Ali Pourramezan Fard, Hojjat Abdollahi, Mohammad Mahoor arXiv_CV arXiv_CV Facial_Landmark Pose_Estimation Regularization Pose Face Detection CNN PDF
2021-02-25 Robust Pollen Imagery Classification with Generative Modeling and Mixup Training Jaideep Murkute arXiv_CV arXiv_CV Recognition Regularization Pose Classification Deep_Learning CNN Image_Classification Prediction PDF
2021-02-25 Visualizing MuZero Models Joery A. de Vries, Ken S. Voskuil, Thomas M. Moerland, Aske Plaat arXiv_AI arXiv_AI Embedding Reinforcement_Learning Regularization Pose Action PDF
2021-02-23 Enhancing Data-Free Adversarial Distillation with Activation Regularization and Virtual Interpolation Xiaoyang Qu, Jianzong Wang, Jing Xiao arXiv_AI arXiv_AI Regularization Knowledge Adversarial Prediction PDF
2021-02-22 Action Redundancy in Reinforcement Learning Nir Baram, Guy Tennenholtz, Shie Mannor arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose Action PDF
2021-02-22 Approximation of dilation-based spatial relations to add structural constraints in neural networks Mateus Riva, Pietro Gori, Florian Yger, Roberto Cesar, Isabelle Bloch arXiv_AI arXiv_AI Recognition Regularization Pose Action Relation PDF
2021-02-21 Do Generative Models Know Disentanglement? Contrastive Learning is All You Need Xuanchi Ren, Tao Yang, Yuwang Wang, Wenjun Zeng arXiv_AI arXiv_AI Unsupervised Regularization Pose Contrastive_Learning GAN PDF
2021-02-20 On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning Ren Wang, Kaidi Xu, Sijia Liu, Pin-Yu Chen, Tsui-Wei Weng, Chuang Gan, Meng Wang arXiv_AI arXiv_AI Regularization Adversarial Pose Contrastive_Learning Few-Shot PDF
2021-02-20 Analyzing Overfitting under Class Imbalance in Neural Networks for Image Segmentation Zeju Li, Konstantinos Kamnitsas, Ben Glocker arXiv_CV arXiv_CV Segmentation Regularization Adversarial Pose PDF
2021-02-20 SSFG: Stochastically Scaling Features and Gradients for Regularizing Graph Convolution Networks Haimin Zhang, Min Xu arXiv_CV arXiv_CV Regularization CNN PDF
2021-02-19 Implicit Regularization in Tensor Factorization Noam Razin, Asaf Maman, Nadav Cohen arXiv_AI arXiv_AI Gradient_Descent Optimization Regularization Quantitative Deep_Learning PDF
2021-02-18 Generative Speech Coding with Predictive Variance Regularization W. Bastiaan Kleijn, Andrew Storus, Michael Chinen, Tom Denton, Felicia S. C. Lim, Alejandro Luebs, Jan Skoglund, Hengchin Yeh arXiv_SD arXiv_SD Regularization Speech PDF
2021-02-18 Fuzzy clustering algorithms with distance metric learning and entropy regularization Sara Ines Rizo Rodriguez, Francisco de Assis Tenorio de Carvalho arXiv_AI arXiv_AI Segmentation Recognition Regularization Pose Relation PDF
2021-02-18 Random Projections for Improved Adversarial Robustness Ginevra Carbone, Guido Sanguinetti, Luca Bortolussi arXiv_AI arXiv_AI Regularization Adversarial Pose Prediction PDF
2021-02-17 Muddling Labels for Regularization, a novel approach to generalization Karim Lounici, Katia Meziani, Benjamin Riu arXiv_AI arXiv_AI Gradient_Descent Regularization Relation Prediction PDF
2021-02-17 Time Matters in Using Data Augmentation for Vision-based Deep Reinforcement Learning Byungchan Ko, Jungseul Ok arXiv_AI arXiv_AI Reinforcement_Learning OCR Regularization Pose PDF
2021-02-16 SiMaN: Sign-to-Magnitude Network Binarization Mingbao Lin, Rongrong Ji, Zihan Xu, Baochang Zhang, Fei Chao, Mingliang Xu, Chia-Wen Lin, Ling Shao arXiv_AI arXiv_AI Optimization Regularization PDF
2021-02-15 Posterior-Aided Regularization for Likelihood-Free Inference Dongjun Kim, Kyungwoo Song, Seungjae Shin, Wanmo Kang, Il-Chul Moon arXiv_AI arXiv_AI Regularization Pose Inference PDF
2021-02-15 Plug-and-Play external and internal priors for image restoration Pasquale Cascarano, Elena Loli Piccolomini, Elena Morotti, Andrea Sebastiani arXiv_CV arXiv_CV Restoration Optimization Regularization Pose Medical CNN PDF
2021-02-15 Generating Structured Adversarial Attacks Using Frank-Wolfe Method Ehsan Kazemi, Thomas Kerdreux, Liquang Wang arXiv_AI arXiv_AI Optimization Regularization Adversarial Pose Classification PDF
2021-02-14 Model-Agnostic Graph Regularization for Few-Shot Learning Ethan Shen, Maria Brbic, Nicholas Monath, Jiaqi Zhai, Manzil Zaheer, Jure Leskovec arXiv_CV arXiv_CV Optimization Regularization Knowledge Knowledge_Graph Pose Classification Relation Few-Shot PDF
2021-02-12 PAC-BUS: Meta-Learning Bounds via PAC-Bayes and Uniform Stability Alec Farid, Anirudha Majumdar arXiv_AI arXiv_AI Regularization Classification PDF
2021-02-11 Variational Bayesian Sequence-to-Sequence Networks for Memory-Efficient Sign Language Translation Harris Partaourides, Andreas Voskou, Dimitrios Kosmopoulos, Sotirios Chatzis, Dimitris N. Metaxas arXiv_CV arXiv_CV Regularization Pose PDF
2021-02-10 Learning to Enhance Visual Quality via Hyperspectral Domain Mapping Harsh Sinha, Aditya Mehta, Murari Mandal, Pratik Narang arXiv_CV arXiv_CV Enhancement Restoration Regularization Pose Deep_Learning PDF
2021-02-09 Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels Jintai Chen, Hongyun Yu, Ruiwei Feng, Danny Z. Chen, Jian Wu arXiv_CV arXiv_CV Regularization Pose Classification Deep_Learning Medical Image_Classification PDF
2021-02-08 Concepts, Properties and an Approach for Compositional Generalization Yuanpeng Li arXiv_AI arXiv_AI Regularization PDF
2021-02-08 Multi-level Distance Regularization for Deep Metric Learning Yonghyun Kim, Wonpyo Park arXiv_CV arXiv_CV Embedding Regularization Pose PDF
2021-02-07 SeReNe: Sensitivity based Regularization of Neurons for Structured Sparsity in Neural Networks Enzo Tartaglione, Andrea Bragagnolo, Francesco Odierna, Attilio Fiandrotti, Marco Grangetto arXiv_AI arXiv_AI Sparse Regularization Activity PDF
2021-02-05 Robust Single-step Adversarial Training with Regularizer Lehui Xie, Yaopeng Wang, Jia-Li Yin, Ximeng Liu arXiv_AI arXiv_AI Embedding Gradient_Descent Regularization Adversarial Pose PDF
2021-02-05 Intermediate Loss Regularization for CTC-based Speech Recognition Jaesong Lee, Shinji Watanabe arXiv_CL arXiv_CL Recognition Regularization Speech Pose Classification Speech_Recognition Inference Language_Model PDF
2021-02-03 Regularization Strategy for Point Cloud via Rigidly Mixed Sample Dogyoon Lee, Jaeha Lee, Junhyeop Lee, Hyeongmin Lee, Minhyeok Lee, Sungmin Woo, Sangyoun Lee arXiv_CV arXiv_CV Point_Cloud Regularization Pose Classification PDF
2021-02-03 Answer Questions with Right Image Regions: A Visual Attention Regularization Approach Yibing Liu, Yangyang Guo, Jianhua Yin, Xuemeng Song, Weifeng Liu, Liqiang Nie arXiv_CV arXiv_CV Regularization Pose VQA Attention Prediction QA PDF
2021-02-02 Keep the Gradients Flowing: Using Gradient Flow to Study Sparse Network Optimization Kale-ab Tessera, Sara Hooker, Benjamin Rosman arXiv_CV arXiv_CV Optimization Sparse Regularization Pose PDF
2021-02-02 Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning Kai Cui, Heinz Koeppl arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose PDF
2021-02-02 Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification Peng Yao, Shuwei Shen, Mengjuan Xu, Peng Liu, Fan Zhang, Jinyu Xing, Pengfei Shao, Benjamin Kaffenberger, Ronald X. Xu arXiv_CV arXiv_CV Regularization Pose Classification Deep_Learning Detection CNN Inference PDF
2021-02-01 An End-To-End-Trainable Iterative Network Architecture for Accelerated Radial Multi-Coil 2D Cine MR Image Reconstruction Andreas Kofler, Markus Haltmeier, Tobias Schaeffter, Christoph Kolbitsch arXiv_CV arXiv_CV Reconstruction 3D Regularization Pose CNN PDF
2021-02-01 Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective Helong Zhou, Liangchen Song, Jiajie Chen, Ye Zhou, Guoli Wang, Junsong Yuan, Qian Zhang arXiv_CV arXiv_CV Regularization Knowledge Pose PDF
2021-01-31 Nonlinear Evolutionary PDE-Based Refinement of Optical Flow Hirak Doshi, N. Uday Kiran arXiv_CV arXiv_CV Regularization Pose Optical_Flow PDF
2021-01-31 Mixup Regularized Adversarial Networks for Multi-Domain Text Classification Yuan Wu, Diana Inkpen, Ahmed El-Roby arXiv_CL arXiv_CL Text_Classification Regularization Review Adversarial Pose Action Classification Prediction Matching PDF
2021-01-30 A fast method for simultaneous reconstruction and segmentation in X-ray CT application Yiqiu Dong, Chunlin Wu, Shi Yan arXiv_CV arXiv_CV Reconstruction Segmentation Regularization Pose Classification PDF
2021-01-30 Semi-supervised Sound Event Detection using Random Augmentation and Consistency Regularization Xiaofei Li arXiv_SD arXiv_SD Regularization Deep_Learning Detection Attention Prediction PDF
2021-01-29 Surprisingly Simple Semi-Supervised Domain Adaptation with Pretraining and Consistency Samarth Mishra, Kate Saenko, Venkatesh Saligrama arXiv_CV arXiv_CV Regularization Adversarial Prediction PDF
2021-01-28 Domain Adaptation by Topology Regularization Deborah Weeks, Samuel Rivera arXiv_CV arXiv_CV Transfer_Learning Recognition Regularization Knowledge Adversarial Pose Deep_Learning CNN PDF
2021-01-27 An Interpretation of Regularization by Denoising and its Application with the Back-Projected Fidelity Term Einav Yogev-Ofer, Tom Tirer, Raja Giryes arXiv_CV arXiv_CV Super_Resolution Optimization Regularization Pose Relation Denoising PDF
2021-01-27 Puzzle-CAM: Improved localization via matching partial and full features Sanhyun Jo, In-Jae Yu arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Regularization Pose Matching PDF
2021-01-26 Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising Xiangyu Xu, Muchen Li, Wenxiu Sun, Ming-Hsuan Yang arXiv_AI arXiv_AI Regularization Pose Denoising PDF
2021-01-25 DeepDT: Learning Geometry From Delaunay Triangulation for Surface Reconstruction Yiming Luo, Zhenxing Mi, Wenbing Tao arXiv_CV arXiv_CV Reconstruction Point_Cloud Regularization Pose Face Relation Prediction PDF
2021-01-25 Multi-Structure Deep Segmentation with Shape Priors and Latent Adversarial Regularization Arnaud Boutillon, Bhushan Borotikar, Christelle Pons, Valérie Burdin, Pierre-Henri Conze arXiv_CV arXiv_CV Segmentation Regularization Adversarial Pose Deep_Learning Prediction PDF
2021-01-25 Cross Knowledge-based Generative Zero-Shot Learning Approach with Taxonomy Regularization Cheng Xie, Hongxin Xiang, Ting Zeng, Yun Yang, Beibei Yu, Qing Liu arXiv_CV arXiv_CV Embedding Zero-Shot Regularization Knowledge Pose Face Classification Image_Classification PDF
2021-01-24 Meta-Regularization by Enforcing Mutual-Exclusiveness Edwin Pan, Pankaj Rajak, Shubham Shrivastava arXiv_AI arXiv_AI Optimization Regularization Pose Classification Prediction PDF
2021-01-23 Memory-Efficient Semi-Supervised Continual Learning: The World is its Own Replay Buffer James Smith, Jonathan Balloch, Yen-Chang Hsu, Zsolt Kira arXiv_CV arXiv_CV Regularization Knowledge Detection Relation PDF
2021-01-23 Adaptively Sparse Regularization for Blind Image Restoration Ningshan Xu arXiv_CV arXiv_CV Restoration Sparse Regularization Pose PDF
2021-01-22 Selfish Sparse RNN Training Shiwei Liu, Decebal Constantin Mocanu, Yulong Pei, Mykola Pechenizkiy arXiv_AI arXiv_AI Sparse RNN Regularization Pose CNN Inference PDF
2021-01-22 Knowledge Graph Completion with Text-aided Regularization Tong Chen, Sirou Zhu, Yiming Wen, Zhaomin Zheng arXiv_CL arXiv_CL Embedding Regularization Knowledge Knowledge_Graph Relation Prediction PDF
2021-01-22 Snapshot Hyperspectral Imaging Based on Weighted High-order Singular Value Regularization Niankai Cheng, Hua Huang, Lei Zhang, Lizhi Wang arXiv_CV arXiv_CV Reconstruction 3D Optimization Regularization Pose Relation Attention PDF
2021-01-21 Expectation-Maximization Regularized DeepLearning for Weakly Supervised Tumor Segmentation for Glioblastoma Chao Li, Wenjian Huang, Xi Chen, Yiran Wei, Stephen J. Price, Carola-Bibiane Schönlieb arXiv_CV arXiv_CV Segmentation Weakly_Supervised Regularization Pose Deep_Learning Prediction PDF
2021-01-21 Regularization via deep generative models: an analysis point of view Thomas Oberlin, Mathieu Verm arXiv_CV arXiv_CV Inpainting Super_Resolution Regularization Pose PDF
2021-01-21 MPASNET: Motion Prior-Aware Siamese Network for Unsupervised Deep Crowd Segmentation in Video Scenes Jinhai Yang, Hua Yang arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Pose Deep_Learning PDF
2021-01-21 MoG-QSM: Model-based Generative Adversarial Deep Learning Network for Quantitative Susceptibility Mapping Ruimin Feng, Jiayi Zhao, He Wang, Baofeng Yang, Jie Feng, Yuting Shi, Ming Zhang, Chunlei Liu, Yuyao Zhang, Jie Zhuang, Hongjiang Wei arXiv_CV arXiv_CV Regularization Adversarial Pose Quantitative Deep_Learning Relation GAN CNN PDF
2021-01-19 The Devils in the Point Clouds: Studying the Robustness of Point Cloud Convolutions Xingyi Li, Wenxuan Wu, Xiaoli Z. Fern, Li Fuxin arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Regularization PDF
2021-01-18 Secrets of 3D Implicit Object Shape Reconstruction in the Wild Shivam Duggal, Zihao Wang, Wei-Chiu Ma, Sivabalan Manivasagam, Justin Liang, Shenlong Wang, Raquel Urtasun arXiv_CV arXiv_CV Reconstruction 3D Optimization Sparse Regularization PDF
2021-01-17 Energy-based Dropout in Restricted Boltzmann Machines: Why not go random Mateus Roder, Gustavo H. de Rosa, Victor Hugo C. de Albuquerque, André L. D. Rossi, João P. Papa arXiv_AI arXiv_AI Reconstruction Recognition Regularization Knowledge Pose Deep_Learning PDF
2021-01-16 SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning Byoungjip Kim, Jinho Choo, Yeong-Dae Kwon, Seongho Joe, Seungjai Min, Youngjune Gwon arXiv_CV arXiv_CV Regularization Self-Supervised Contrastive_Learning PDF
2021-01-15 In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah arXiv_CV arXiv_CV Regularization Pose Classification Prediction PDF
2021-01-15 Learning Invariant Representation for Continual Learning Ghada Sokar, Decebal Constantin Mocanu, Mykola Pechenizkiy arXiv_AI arXiv_AI Regularization Knowledge Pose Face Inference PDF
2021-01-14 Neural networks behave as hash encoders: An empirical study Fengxiang He, Shiye Lei, Jianmin Ji, Dacheng Tao arXiv_AI arXiv_AI Regularization Classification Deep_Learning PDF
2021-01-13 Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Junsuk Choe, Sanghyuk Chun arXiv_CV arXiv_CV Segmentation Transfer_Learning Regularization Pose Classification Detection Object_Detection Image_Classification Prediction PDF
2021-01-12 Stabilizing Differentiable Architecture Search via Perturbation-based Regularization Xiangning Chen, Cho-Jui Hsieh arXiv_CV arXiv_CV NAS Regularization Adversarial Pose PDF
2021-01-11 Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning Evgeny Lagutin, Daniil Gavrilov, Pavel Kalaidin arXiv_CL arXiv_CL Reinforcement_Learning Regularization Pose Text_Generation Language_Model PDF
2021-01-10 Semantic Segmentation of Remote Sensing Images with Sparse Annotations Yuansheng Hua, Diego Marcos, Lichao Mou, Xiao Xiang Zhu, Devis Tuia arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Sparse Regularization Pose Relation CNN PDF
2021-01-09 Optimizing Generative Adversarial Networks for Image Super Resolution via Latent Space Regularization Sheng Zhong, Shifu Zhou (Agora.io) arXiv_CV arXiv_CV Super_Resolution Regularization Adversarial Pose GAN PDF
2021-01-06 Regularization-Agnostic Compressed Sensing MRI Reconstruction with Hypernetworks Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu arXiv_CV arXiv_CV Reconstruction Optimization Regularization Pose Deep_Learning PDF
2021-01-05 AutoDropout: Learning Dropout Patterns to Regularize Deep Networks Hieu Pham, Quoc V. Le arXiv_AI arXiv_AI Transformer Recognition Regularization Pose Language_Model PDF
2021-01-05 PointCutMix: Regularization Strategy for Point Cloud Classification Jinlai Zhang, Lvjie Chen, Bo Ouyang, Binbin Liu, Jihong Zhu, Yujing Chen, Yanmei Meng, Danfeng Wu arXiv_CV arXiv_CV Point_Cloud 3D Regularization Classification Attention PDF
2021-01-04 Derivative-Free Policy Optimization for Risk-Sensitive and Robust Control Design: Implicit Regularization and Sample Complexity Kaiqing Zhang, Xiangyuan Zhang, Bin Hu, Tamer Başar arXiv_AI arXiv_AI Reinforcement_Learning Optimization Regularization Attention PDF
2021-01-04 Minimizing L1 over L2 norms on the gradient Chao Wang, Min Tao, Chen-Nee Chuah, James Nagy, Yifei Lou arXiv_CV arXiv_CV Reconstruction Regularization Pose Medical PDF
2021-01-02 Regularization-based Continual Learning for Anomaly Detection in Discrete Manufacturing Benjamin Maschler, Thi Thu Huong Pham, Michael Weyrich arXiv_AI arXiv_AI Regularization Knowledge Detection PDF
2021-01-01 Energy-constrained Self-training for Unsupervised Domain Adaptation Xiaofeng Liu, Bo Hu, Xiongchang Liu, Jun Lu, Jane You, Lingsheng Kong arXiv_AI arXiv_AI Segmentation Unsupervised Semantic_Segmentation Regularization Knowledge Classification Image_Classification Prediction PDF
2021-01-01 Improved Neural Network based Plant Diseases Identification Ginni Garg, Mantosh Biswas arXiv_CV arXiv_CV Regularization Knowledge Pose PDF
2020-12-31 Colonoscopy Polyp Detection: Domain Adaptation From Medical Report Images to Real-time Videos Zhi-Qin Zhan, Huazhu Fu, Yan-Yao Yang, Jingjing Chen, Jie Liu, Yu-Gang Jiang arXiv_CV arXiv_CV Regularization Pose Deep_Learning Detection Attention Medical Inference PDF
2020-12-31 Incremental Embedding Learning via Zero-Shot Translation Kun Wei, Cheng Deng, Xu Yang, Maosen Li arXiv_CV arXiv_CV Embedding Recognition Zero-Shot Image_Retrieval Regularization Knowledge Pose Face Classification Deep_Learning Relation Face_Recognition PDF
2020-12-30 Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network Zhangkai Ni, Wenhan Yang, Shiqi Wang, Lin Ma, Sam Kwong arXiv_CV arXiv_CV Unsupervised Enhancement Regularization Adversarial Pose Image_Enhancement Quantitative Attention GAN PDF
2020-12-29 Parzen Window Approximation on Riemannian Manifold Abhishek, Shekhar Verma arXiv_CV arXiv_CV Regularization Pose Classification PDF
2020-12-26 Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification Yongxing Dai, Jun Liu, Yan Bai, Zekun Tong, Ling-Yu Duan arXiv_CV arXiv_CV Person_Re-identification Unsupervised Regularization Pose Re-identification PDF
2020-12-26 EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs Ayaan Haque arXiv_CV arXiv_CV Regularization Adversarial Pose Classification Attention GAN PDF
2020-12-24 Improving the Certified Robustness of Neural Networks via Consistency Regularization Mengting Xu, Tao Zhang, Zhongnian Li, Wei Shao, Daoqiang Zhang arXiv_CV arXiv_CV Regularization Adversarial Pose Classification PDF
2020-12-23 Direct Estimation of Spinal Cobb Angles by Structured Multi-Output Regression Haoliang Sun, Xiantong Zhen, Chris Bailey, Parham Rasoulinejad, Yilong Yin, Shuo Li arXiv_CV arXiv_CV Regularization Pose Quantitative Relation PDF
2020-12-22 Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning Armen Aghajanyan, Luke Zettlemoyer, Sonal Gupta arXiv_CL arXiv_CL Gradient_Descent Bert Regularization Language_Model PDF
2020-12-22 Predicting Online Video Advertising Effects with Multimodal Deep Learning Jun Ikeda, Hiroyuki Seshime, Xueting Wang, Toshihiko Yamasaki arXiv_CV arXiv_CV Regularization Pose Deep_Learning Relation Attention Prediction PDF
2020-12-22 Semi-Supervised Disentangled Framework for Transferable Named Entity Recognition Zhifeng Hao, Di Lv, Zijian Li, Ruichu Cai, Wen Wen, Boyan Xu arXiv_CL arXiv_CL Embedding Recognition Regularization Pose PDF
2020-12-20 Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks Jayendra Kantipudi, Shiv Ram Dubey, Soumendu Chakraborty arXiv_AI arXiv_AI Regularization Pose Action Classification CNN Image_Classification PDF
2020-12-19 Learning by Fixing: Solving Math Word Problems with Weak Supervision Yining Hong, Qing Li, Daniel Ciao, Siyuan Haung, Song-Chun Zhu arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose PDF
2020-12-18 Regularized Attentive Capsule Network for Overlapped Relation Extraction Tianyi Liu, Xiangyu Lin, Weijia Jia, Mingliang Zhou, Wei Zhao arXiv_CL arXiv_CL Regularization Salient Knowledge Pose Action Relation Relation_Extraction Attention PDF
2020-12-17 A new semi-supervised self-training method for lung cancer prediction Kelvin Shak, Mundher Al-Shabi, Andrea Liew, Boon Leong Lan, Wai Yee Chan, Kwan Hoong Ng, Maxine Tan arXiv_CV arXiv_CV Regularization Classification Detection CNN Prediction PDF
2020-12-17 Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation Chenxin Xu, Siheng Chen, Maosen Li, Ya Zhang arXiv_CV arXiv_CV Unsupervised 3D Pose_Estimation Regularization Knowledge Pose Prediction PDF
2020-12-17 MASKER: Masked Keyword Regularization for Reliable Text Classification Seung Jun Moon, Sangwoo Mo, Kimin Lee, Jaeho Lee, Jinwoo Shin arXiv_CL arXiv_CL Bert Text_Classification Regularization Pose Classification Detection Sentiment Inference Language_Model Prediction PDF
2020-12-16 Neural Pruning via Growing Regularization Huan Wang, Can Qin, Yulun Zhang, Yun Fu arXiv_AI arXiv_AI Regularization Pose Attention PDF
2020-12-16 Multi-Task Learning in Diffractive Deep Neural Networks via Hardware-Software Co-design Yingjie Li, Ruiyang Chen, Berardi Sensale Rodriguez, Weilu Gao, Cunxi Yu arXiv_AI arXiv_AI Regularization Pose Action Deep_Learning PDF
2020-12-16 Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference Yichao Zhou, Yu Yan, Rujun Han, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun, Peipei Ping, Wei Wang arXiv_CL arXiv_CL Regularization Pose Action Relation Relation_Extraction Medical Inference PDF
2020-12-15 Amazon SageMaker Automatic Model Tuning: Scalable Black-box Optimization Valerio Perrone, Huibin Shen, Aida Zolic, Iaroslav Shcherbatyi, Amr Ahmed, Tanya Bansal, Michele Donini, Fela Winkelmolen, Rodolphe Jenatton, Jean Baptiste Faddoul, Barbara Pogorzelska, Miroslav Miladinovic, Krishnaram Kenthapadi, Matthias Seeger, Cédric Archambeau arXiv_AI arXiv_AI OCR Optimization Regularization Pose PDF
2020-12-15 Class-incremental Learning with Rectified Feature-Graph Preservation Cheng-Hsun Lei, Yi-Hsin, Wen-Hsiao Peng, Wei-Chen Chiu arXiv_CV arXiv_CV Regularization Knowledge Pose Classification PDF
2020-12-15 Hypothesis Disparity Regularized Mutual Information Maximization Qicheng Lao, Xiang Jiang, Mohammad Havaei arXiv_CV arXiv_CV Unsupervised Transfer_Learning Optimization Regularization Knowledge Pose Relation Prediction PDF
2020-12-14 Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification Martin Charachon, Céline Hudelot, Paul-Henry Cournède, Camille Ruppli, Roberto Ardon arXiv_CV arXiv_CV Regularization Adversarial Pose Classification Medical Image_Classification Prediction PDF
2020-12-14 Soft Q Network Jingbin Liu, Shuai Liu, Xinyang Gu arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose PDF
2020-12-13 Semi-supervised Segmentation via Uncertainty Rectified Pyramid Consistency and Its Application to Gross Target Volume of Nasopharyngeal Carcinoma Xiangde Luo, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Guotai Wang, Shaoting Zhang arXiv_CV arXiv_CV Segmentation Regularization Pose CNN Prediction PDF
2020-12-13 Attentional Biased Stochastic Gradient for Imbalanced Classification Qi Qi, Yi Xu, Rong Jin, Wotao Yin, Tianbao Yang arXiv_CV arXiv_CV Optimization Regularization Knowledge Pose Action Classification Deep_Learning Attention PDF
2020-12-12 Normalized Label Distribution: Towards Learning Calibrated, Adaptable and Efficient Activation Maps Utkarsh Uppal, Bharat Giddwani arXiv_AI arXiv_AI Regularization Adversarial Pose Classification Inference PDF
2020-12-11 Regularizing Action Policies for Smooth Control with Reinforcement Learning Siddharth Mysore, Bassel Mabsout, Renato Mancuso, Kate Saenko arXiv_RO arXiv_RO Reinforcement_Learning Regularization Action Drone PDF
2020-12-11 Unsupervised deep learning for individualized brain functional network identification Hongming Li, Yong Fan arXiv_CV arXiv_CV Unsupervised Represenation_Learning Regularization Pose Deep_Learning CNN Inference PDF
2020-12-11 Iso-Points: Optimizing Neural Implicit Surfaces with Hybrid Representations Wang Yifan, Shihao Wu, Cengiz Oztireli, Olga Sorkine-Hornung arXiv_CV arXiv_CV Reconstruction Point_Cloud 3D Optimization Regularization Pose Face Quantitative PDF
2020-12-11 Superpixel Segmentation Based on Spatially Constrained Subspace Clustering Hua Li, Yuheng Jia, Runmin Cong, Wenhui Wu, Sam Kwong, Chuanbo Chen arXiv_CV arXiv_CV Segmentation Regularization Knowledge Pose Quantitative Relation PDF
2020-12-11 Intrinsic Temporal Regularization for High-resolution Human Video Synthesis Lingbo Yang, Zhanning Gao, Peiran Ren, Siwei Ma, Wen Gao arXiv_CV arXiv_CV Regularization Pose Action PDF
2020-12-10 Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning Paola Cascante-Bonilla, Fuwen Tan, Yanjun Qi, Vicente Ordonez arXiv_CV arXiv_CV Regularization Self-Supervised PDF
2020-12-10 Effect of the regularization hyperparameter on deep learning-based segmentation in LGE-MRI Olivier Rukundo arXiv_CV arXiv_CV Segmentation Regularization Deep_Learning PDF
2020-12-09 Convex Regularization Behind Neural Reconstruction Arda Sahiner, Morteza Mardani, Batu Ozturkler, Mert Pilanci, John Pauly arXiv_CV arXiv_CV Reconstruction Optimization Regularization Denoising Medical CNN Prediction PDF
2020-12-08 Conditional Generation of Medical Images via Disentangled Adversarial Inference Mohammad Havaei, Ximeng Mao, Yiping Wang, Qicheng Lao arXiv_CV arXiv_CV Unsupervised Regularization Adversarial Self-Supervised Pose GAN Medical Inference PDF
2020-12-08 A Deep Marginal-Contrastive Defense against Adversarial Attacks on 1D Models Mohammed Hassanin, Nour Moustafa, Murat Tahtali arXiv_AI arXiv_AI Regularization Adversarial Pose Deep_Learning CNN Prediction PDF
2020-12-08 Planet cartography with neural learned regularization A. Asensio Ramos, E. Pallé arXiv_CV arXiv_CV Regularization Pose Face Deep_Learning Detection PDF
2020-12-08 Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency Coherence Siyue Yu, Bingfeng Zhang, Jimin Xiao, Eng Gee Lim arXiv_CV arXiv_CV Weakly_Supervised Sparse Regularization Salient Pose Detection Object_Detection Attention PDF
2020-12-08 Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering Hui Tang, Xiatian Zhu, Ke Chen, Kui Jia, C. L. Philip Chen arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Pose Classification Image_Classification Prediction PDF
2020-12-08 Learning to Generate Content-Aware Dynamic Detectors Junyi Feng, Jiashen Hua, Baisheng Lai, Jianqiang Huang, Xi Li, Xian-sheng Hua arXiv_CV arXiv_CV Regularization Knowledge Pose Detection Object_Detection PDF
2020-12-07 Efficient Nonlinear RX Anomaly Detectors José A. Padrón Hidalgo, Adrián Pérez-Suay, Fatih Nar, Gustau Camps-Valls arXiv_CV arXiv_CV Regularization Pose Detection Object_Detection PDF
2020-12-07 The Role of Regularization in Shaping Weight and Node Pruning Dependency and Dynamics Yael Ben-Guigui, Jacob Goldberger, Tammy Riklin-Raviv arXiv_CV arXiv_CV Segmentation Regularization Pose Classification Detection Medical PDF
2020-12-07 Learned Block Iterative Shrinkage Thresholding Algorithm for Photothermal Super Resolution Imaging Samim Ahmadi, Jan Christian Hauffen, Linh Kästner, Peter Jung, Giuseppe Caire, Mathias Ziegler arXiv_AI arXiv_AI Reconstruction Super_Resolution Optimization Sparse Regularization Pose PDF
2020-12-07 Low-Rank Tensor Recovery with Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization Jicong Fan, Lijun Ding, Chengrun Yang, Madeleine Udell arXiv_AI arXiv_AI Regularization Pose PDF
2020-12-06 Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation Aadarsh Sahoo, Rameswar Panda, Rogerio Feris, Kate Saenko, Abir Das arXiv_CV arXiv_CV Regularization Pose Attention PDF
2020-12-06 Cross-Layer Distillation with Semantic Calibration Defang Chen, Jian-Ping Mei, Yuan Zhang, Can Wang, Zhe Wang, Yan Feng, Chun Chen arXiv_AI arXiv_AI Regularization Knowledge Pose Attention PDF
2020-12-06 Online Adaptation for Consistent Mesh Reconstruction in the Wild Xueting Li, Sifei Liu, Shalini De Mello, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz arXiv_CV arXiv_CV Reconstruction 3D Regularization Self-Supervised Pose Inference PDF
2020-12-06 Maximum Entropy Subspace Clustering Network Zhihao Peng, Yuheng Jia, Hui Liu, Junhui Hou, Qingfu Zhang arXiv_CV arXiv_CV Sparse Regularization Pose Quantitative Deep_Learning PDF
2020-12-04 Offset Curves Loss for Imbalanced Problem in Medical Segmentation Ngan Le, Trung Le, Kashu Yamazaki, Toan Duc Bui, Khoa Luu, Marios Savides arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Regularization Pose Deep_Learning Contour Attention Medical PDF
2020-12-03 Multi-mode Core Tensor Factorization based Low-Rankness and Its Applications to Tensor Completion Haijin Zeng, Sheng Liu, Jifeng Ning arXiv_CV arXiv_CV Restoration Regularization Pose Denoising PDF
2020-12-03 Semi-Supervised Learning with Variational Bayesian Inference and Maximum Uncertainty Regularization Kien Do, Truyen Tran, Svetha Venkatesh arXiv_AI arXiv_AI Regularization Pose Classification Inference Prediction PDF
2020-12-02 PatchmatchNet: Learned Multi-View Patchmatch Stereo Fangjinhua Wang, Silvano Galliani, Christoph Vogel, Pablo Speciale, Marc Pollefeys arXiv_CV arXiv_CV 3D Regularization PDF
2020-12-02 Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization Long Zhao, Yuxiao Wang, Jiaping Zhao, Liangzhe Yuan, Jennifer J. Sun, Florian Schroff, Hartwig Adam, Xi Peng, Dimitris Metaxas, Ting Liu arXiv_CV arXiv_CV Recognition Represenation_Learning Regularization Pose Contrastive_Learning Action_Recognition Action PDF
2020-12-02 A Self-Supervised Feature Map Augmentation Loss and Combined Augmentations Finetuning to Efficiently Improve the Robustness of CNNs Nikhil Kapoor, Chun Yuan, Jonas Löhdefink, Roland Zimmermann, Serin Varghese, Fabian Hüger, Nico Schmidt, Peter Schlicht, Tim Fingscheidt arXiv_AI arXiv_AI Regularization Self-Supervised Pose Classification CNN Image_Classification PDF
2020-12-02 Efficient Depth Completion Using Learned Bases Yiran Zhong, Yuchao Dai, Hongdong Li arXiv_CV arXiv_CV Sparse Regularization Pose PDF
2020-12-02 Tensor Completion via Few-shot Convolutional Sparse Coding Zhebin Wu, Chuan Chen, Cong Liu, Zibin Zheng arXiv_CV arXiv_CV Sparse Regularization Pose Quantitative Few-Shot CNN PDF
2020-12-01 Learning Disentangled Latent Factors from Paired Data in Cross-Modal Retrieval: An Implicit Identifiable VAE Approach Minyoung Kim, Ricardo Guerrero, Vladimir Pavlovic arXiv_CV arXiv_CV Embedding Regularization Pose PDF
2020-11-30 A Few Guidelines for Incremental Few-Shot Segmentation Fabio Cermelli, Massimiliano Mancini, Yongqin Xian, Zeynep Akata, Barbara Caputo arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Few-Shot PDF
2020-11-30 FCM-RDpA: TSK Fuzzy Regression Model Construction Using Fuzzy C-Means Clustering, Regularization, DropRule, and Powerball AdaBelief Zhenhua Shi, Dongrui Wu, Chenfeng Guo, Changming Zhao, Yuqi Cui, Fei-Yue Wang arXiv_AI arXiv_AI Gradient_Descent Optimization Regularization Pose PDF
2020-11-30 SelectScale: Mining More Patterns from Images via Selective and Soft Dropout Zhengsu Chen, Jianwei Niu, Xuefeng Liu, Shaojie Tang arXiv_CV arXiv_CV Recognition Regularization Pose Classification CNN PDF
2020-11-29 Layer Pruning via Fusible Residual Convolutional Block for Deep Neural Networks Pengtao Xu, Jian Cao, Fanhua Shang, Wenyu Sun, Pu Li arXiv_CV arXiv_CV Sparse Regularization Pose CNN Inference PDF
2020-11-28 Deep Learning for Regularization Prediction in Diffeomorphic Image Registration Jian Wang, Miaomiao Zhang arXiv_CV arXiv_CV 3D Regularization Deep_Learning CNN Prediction PDF
2020-11-28 Curvature Regularization to Prevent Distortion in Graph Embedding Hongbin Pei, Bingzhe Wei, Kevin Chen-Chuan Chang, Chunxu Zhang, Bo Yang arXiv_CV arXiv_CV Embedding Regularization Pose PDF
2020-11-27 Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling Lie Ju, Xin Wang, Xin Zhao, Paul Bonnington, Tom Drummond, Zongyuan Ge arXiv_CV arXiv_CV Segmentation Regularization Adversarial Pose Classification Detection GAN Medical PDF
2020-11-27 A study of traits that affect learnability in GANs Niladri Shekhar Dutt, Sunil Patel arXiv_CV arXiv_CV Regularization Adversarial Pose GAN PDF
2020-11-27 Regularizing Recurrent Neural Networks via Sequence Mixup Armin Karamzade, Amir Najafi, Seyed Abolfazl Motahari arXiv_CL arXiv_CL Recognition RNN Regularization Pose PDF
2020-11-26 Learning from Lexical Perturbations for Consistent Visual Question Answering Spencer Whitehead, Hui Wu, Yi Ren Fung, Heng Ji, Rogerio Feris, Kate Saenko arXiv_CV arXiv_CV Regularization Pose VQA QA PDF
2020-11-26 Joint Reconstruction and Calibration using Regularization by Denoising Mingyang Xie, Yu Sun, Jiaming Liu, Brendt Wohlberg, Ulugbek S. Kamilov arXiv_CV arXiv_CV Reconstruction Regularization Knowledge Pose Denoising PDF
2020-11-26 Learning from Simulation, Racing in Reality Eugenio Chisari, Alexander Liniger, Alisa Rupenyan, Luc Van Gool, John Lygeros arXiv_AI arXiv_AI Reinforcement_Learning Regularization Action Autonomous PDF
2020-11-26 Regularization with Latent Space Virtual Adversarial Training Genki Osada, Budrul Ahsan, Revoti Prasad Bora, Takashi Nishide arXiv_CV arXiv_CV Regularization Adversarial Pose Classification Image_Classification PDF
2020-11-26 Multi-view Depth Estimation using Epipolar Spatio-Temporal Network Xiaoxiao Long, Lingjie Liu, Wei Li, Christian Theobalt, Wenping Wang arXiv_CV arXiv_CV Transformer Reconstruction 3D Regularization Relation Matching PDF
2020-11-26 Omni-GAN: On the Secrets of cGANs and Beyond Peng Zhou, Lingxi Xie, Bingbing Ni, Qi Tian arXiv_AI arXiv_AI Regularization Adversarial Classification GAN PDF
2020-11-25 Effective Sample Pair Generation for Ultrasound Video Contrastive Representation Learning Yixiong Chen, Chunhui Zhang, Li Liu, Cheng Feng, Changfeng Dong, Yongfang Luo, Xiang Wan arXiv_AI arXiv_AI Represenation_Learning Regularization Pose Contrastive_Learning Medical PDF
2020-11-25 Deformable Neural Radiance Fields Keunhong Park, Utkarsh Sinha, Jonathan T. Barron, Sofien Bouaziz, Dan B Goldman, Steven M. Seitz, Ricardo-Martin Brualla arXiv_CV arXiv_CV Optimization Regularization Pose PDF
2020-11-25 FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Kihyuk Sohn, David Berthelot, Chun-Liang Li, Zizhao Zhang, Nicholas Carlini, Ekin D. Cubuk, Alex Kurakin, Han Zhang, Colin Raffel arXiv_CV arXiv_CV Regularization Prediction PDF
2020-11-25 Delving Deep into Label Smoothing Chang-Bin Zhang, Peng-Tao Jiang, Qibin Hou, Yunchao Wei, Qi Han, Zhen Li, Ming-Ming Cheng arXiv_CV arXiv_CV Regularization Pose Classification Prediction PDF
2020-11-25 CellSegmenter: unsupervised representation learning and instance segmentation of modular images Luca D'Alessio, Mehrtash Babadi arXiv_CV arXiv_CV Reconstruction Segmentation Unsupervised Represenation_Learning Regularization Pose CNN Inference PDF
2020-11-24 Constraint Based Refinement of Optical Flow Hirak Doshi, N. Uday Kiran arXiv_CV arXiv_CV Bert Regularization Optical_Flow PDF
2020-11-24 Energy-Based Models for Continual Learning Shuang Li, Yilun Du, Gido M. van de Ven, Antonio Torralba, Igor Mordatch arXiv_AI arXiv_AI Regularization PDF
2020-11-24 Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder Hyemi Kim, Seungjae Shin, JoonHo Jang, Kyungwoo Song, Weonyoung Joo, Wanmo Kang, Il-Chul Moon arXiv_AI arXiv_AI Regularization Pose Classification Inference PDF
2020-11-23 AlphaMatch: Improving Consistency for Semi-supervised Learning with Alpha-divergence Chengyue Gong, Dilin Wang, Qiang Liu arXiv_CV arXiv_CV Optimization Regularization Pose PDF
2020-11-23 Consolidation via Policy Information Regularization in Deep RL for Multi-Agent Games Tyler Malloy, Tim Klinger, Miao Liu, Matthew Riemer, Gerald Tesauro, Chris R. Sims arXiv_AI arXiv_AI Reinforcement_Learning Regularization PDF
2020-11-23 Hierarchically Decoupled Spatial-Temporal Contrast for Self-supervised Video Representation Learning Zehua Zhang, David Crandall arXiv_AI arXiv_AI Unsupervised Recognition Represenation_Learning Regularization Self-Supervised Pose Contrastive_Learning Action_Recognition Action PDF
2020-11-23 CoMatch: Semi-supervised Learning with Contrastive Graph Regularization Junnan Li, Caiming Xiong, Steven Hoi arXiv_CV arXiv_CV Embedding Represenation_Learning Regularization Self-Supervised Pose Contrastive_Learning PDF
2020-11-23 Stable Weight Decay Regularization Zeke Xie, Issei Sato, Masashi Sugiyama arXiv_AI arXiv_AI Gradient_Descent Regularization Pose Deep_Learning PDF
2020-11-22 End-to-End Differentiable 6DoF Object Pose Estimation with Local and Global Constraints Anshul Gupta, Joydeep Medhi, Aratrik Chattopadhyay, Vikram Gupta arXiv_CV arXiv_CV Pose_Estimation Regularization Pose Action PDF
2020-11-20 DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval Eunju Cha, Chanseok Lee, Mooseok Jang, Jong Chul Ye arXiv_CV arXiv_CV Reconstruction Unsupervised Regularization Knowledge Pose Deep_Learning GAN PDF
2020-11-20 ScalarFlow: A Large-Scale Volumetric Data Set of Real-world Scalar Transport Flows for Computer Animation and Machine Learning Marie-Lena Eckert, Kiwon Um, Nils Thuerey arXiv_CV arXiv_CV Reconstruction Regularization Pose PDF
2020-11-20 Edge Adaptive Hybrid Regularization Model For Image Deblurring Jie Chen (1), Tingting Zhang (1), Tieyong Zeng (2), Qiyu Jin (1) ((1) School of Mathematical Science, Inner Mongolia University, Hohhot, China (2) Department of Mathematics, The Chinese University of Hong Kong, Shatin, Hong Kong, China) arXiv_CV arXiv_CV Reconstruction Regularization Pose PDF
2020-11-20 Certified Monotonic Neural Networks Xingchao Liu, Xing Han, Na Zhang, Qiang Liu arXiv_AI arXiv_AI Regularization Pose PDF
2020-11-19 FlowStep3D: Model Unrolling for Self-Supervised Scene Flow Estimation Yair Kittenplon, Yonina C. Eldar, Dan Raviv arXiv_CV arXiv_CV 3D Regularization Self-Supervised Pose Relation Prediction PDF
2020-11-18 Contextual Fusion For Adversarial Robustness Aiswarya Akumalla, Seth Haney, Maksim Bazhenov arXiv_CV arXiv_CV Regularization Adversarial Pose Classification PDF
2020-11-18 Explicitly Learning Topology for Differentiable Neural Architecture Search Tao Huang, Shan You, Yibo Yang, Zhuozhuo Tu, Fei Wang, Chen Qian, Changshui Zhang arXiv_CV arXiv_CV NAS Regularization Pose Action PDF
2020-11-18 Shaping Deep Feature Space towards Gaussian Mixture for Visual Classification Weitao Wan, Jiansheng Chen, Cheng Yu, Tong Wu, Yuanyi Zhong, Ming-Hsuan Yang arXiv_CV arXiv_CV Regularization Adversarial Pose Classification Detection Image_Classification PDF
2020-11-17 Deep Active Surface Models Udaranga Wickramasinghe, Graham Knott, Pascal Fua arXiv_CV arXiv_CV Reconstruction Segmentation 3D Regularization Pose Face Contour CNN PDF
2020-11-16 A New Similarity Space Tailored for Supervised Deep Metric Learning Pedro H. Barros, Fabiane Queiroz, Flavio Figueredo, Jefersson A. dos Santos, Heitor S. Ramos arXiv_CV arXiv_CV Regularization Pose Quantitative PDF
2020-11-16 Tucker decomposition-based Temporal Knowledge Graph Completion Pengpeng Shao, Guohua Yang, Dawei Zhang, Jianhua Tao, Feihu Che, Tong Liu arXiv_AI arXiv_AI Embedding Regularization Knowledge Knowledge_Graph Pose Prediction PDF
2020-11-16 Gram Regularization for Multi-view 3D Shape Retrieval Zhaoqun Li arXiv_CV arXiv_CV 3D Regularization Pose Deep_Learning PDF
2020-11-14 Sparsity-Inducing Optimal Control via Differential Dynamic Programming Traiko Dinev, Wolfgang Merkt, Vladimir Ivan, Ioannis Havoutis, Sethu Vijayakumar arXiv_RO arXiv_RO Sparse Regularization PDF
2020-11-14 Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger arXiv_CV arXiv_CV Segmentation Weakly_Supervised Regularization Pose Classification Prediction PDF
2020-11-13 Learning to Drop: Robust Graph Neural Network via Topological Denoising Dongsheng Luo, Wei Cheng, Wenchao Yu, Bo Zong, Jingchao Ni, Haifeng Chen, Xiang Zhang arXiv_AI arXiv_AI Regularization Pose Classification Denoising Prediction PDF
2020-11-13 SALAD: Self-Assessment Learning for Action Detection Guillaume Vaudaux-Ruth, Adrien Chan-Hon-Tong, Catherine Achard arXiv_AI arXiv_AI Regularization Action_Localization Action Detection Activity PDF
2020-11-13 Low-activity supervised convolutional spiking neural networks applied to speech commands recognition Thomas Pellegrini, Romain Zimmer, Timothée Masquelier arXiv_SD arXiv_SD Recognition Sparse Regularization Speech Activity CNN PDF
2020-11-12 Adversarial Robustness Against Image Color Transformation within Parametric Filter Space Zhengyu Zhao, Zhuoran Liu, Martha Larson arXiv_CV arXiv_CV Segmentation Enhancement Regularization Adversarial Pose Action PDF
2020-11-12 Neural Abstract Reasoner Victor Kolev, Bogdan Georgiev, Svetlin Penkov arXiv_AI arXiv_AI Regularization Action Inference PDF
2020-11-12 Unimodal Cyclic Regularization for Training Multimodal Image Registration Networks Zhe Xu, Jiangpeng Yan, Jie Luo, William Wells, Xiu Li, Jayender Jagadeesan arXiv_CV arXiv_CV Unsupervised Regularization Knowledge Pose Deep_Learning PDF
2020-11-11 Multiscale Attention Guided Network for COVID-19 Detection Using Chest X-ray Images Jingxiong Li, Yaqi Wang, Shuai Wang, Jun Wang, Jun Liu, Qun Jin, Lingling Sun arXiv_CV arXiv_CV Regularization Pose Classification Deep_Learning Detection Attention Prediction PDF
2020-11-11 Semi-supervised Sparse Representation with Graph Regularization for Image Classification Hongfeng Li arXiv_CV arXiv_CV Optimization Sparse Regularization Pose Classification Image_Classification Prediction PDF
2020-11-09 Scaling Hidden Markov Language Models Justin T. Chiu, Alexander M. Rush arXiv_CL arXiv_CL Regularization Pose Inference Language_Model PDF
2020-11-09 Find it if You Can: End-to-End Adversarial Erasing for Weakly-Supervised Semantic Segmentation Erik Stammes, Tom F.H. Runia, Michael Hofmann, Mohsen Ghafoorian arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Salient Adversarial Pose Classification Attention Prediction PDF
2020-11-07 Bridging the Performance Gap between FGSM and PGD Adversarial Training Tianjin Huang, Vlado Menkovski, Yulong Pei, Mykola Pechenizkiy arXiv_CV arXiv_CV Regularization Adversarial Pose Deep_Learning PDF
2020-11-06 A Comprehensive Comparison of Multi-Dimensional Image Denoising Methods Zhaoming Kong, Xiaowei Yang, Lifang He arXiv_CV arXiv_CV 3D Sparse Regularization Pose Quantitative Denoising Matching PDF
2020-11-05 Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping Khaled Koutini, Florian Henkel, Hamid Eghbal-zadeh, Gerhard Widmer arXiv_SD arXiv_SD Scene_Classification Regularization Pose Classification PDF