Regularization

2022-06-27 Impact of Acoustic Event Tagging on Scene Classification in a Multi-Task Learning Framework Rahil Parikh, Harshavardhan Sundar, Ming Sun, Chao Wang, Spyros Matsoukas arXiv_AI arXiv_AI Scene_Classification Regularization Classification PDF
2022-06-27 ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Bo Zhou, Guido Gerig, Michal Sofka arXiv_CV arXiv_CV Embedding Unsupervised Represenation_Learning Regularization Contrastive_Learning Relation PDF
2022-06-27 DeStripe: A Self2Self Spatio-Spectral Graph Neural Network with Unfolded Hessian for Stripe Artifact Removal in Light-sheet Microscopy Yu Liu, Kurt Weiss, Nassir Navab, Carsten Marr, Jan Huisken, Tingying Peng arXiv_CV arXiv_CV Regularization Self-Supervised Pose Detection Denoising PDF
2022-06-26 Perceptual Conversational Head Generation with Regularized Driver and Enhanced Renderer Ailin Huang, Zhewei Huang, Shuchang Zhou arXiv_CV arXiv_CV Regularization Face PDF
2022-06-24 QReg: On Regularization Effects of Quantization MohammadHossein AskariHemmat, Reyhane Askari Hemmat, Alex Hoffman, Ivan Lazarevich, Ehsan Saboori, Olivier Mastropietro, Yvon Savaria, Jean-Pierre David arXiv_CV arXiv_CV Quantization Regularization Pose PDF
2022-06-24 Online Distillation with Mixed Sample Augmentation Yiqing Shen, Liwu Xu, Yuzhe Yang, Yaqian Li, Yandong Guo arXiv_CV arXiv_CV Regularization Knowledge Pose CNN PDF
2022-06-24 AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems Wenzheng Hou, Qianqian Xu, Zhiyong Yang, Shilong Bao, Yuan He, Qingming Huang arXiv_AI arXiv_AI Optimization Regularization Adversarial Pose Deep_Learning PDF
2022-06-24 Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning Cheng Tan, Zhangyang Gao, Siyuan Li, Yongjie Xu, Stan Z. Li arXiv_CV arXiv_CV Regularization Pose Relation Attention Prediction PDF
2022-06-23 Formalizing the Problem of Side-Effect Avoidance Alexander Matt Turner, Aseem Saxena, Prasad Tadepalli arXiv_AI arXiv_AI Regularization Pose PDF
2022-06-23 Learning Towards the Largest Margins Xiong Zhou, Xianming Liu, Deming Zhai, Junjun Jiang, Xin Gao, Xiangyang Ji arXiv_CV arXiv_CV Person_Re-identification Optimization Regularization Pose Face Classification Deep_Learning Re-identification PDF
2022-06-22 Optimal transport meets noisy label robust loss and MixUp regularization for domain adaptation Kilian Fatras, Hiroki Naganuma, Ioannis Mitliagkas arXiv_CV arXiv_CV Regularization Pose PDF
2022-06-22 A Systematic Comparison of Phonetic Aware Techniques for Speech Enhancement Or Tal, Moshe Mandel, Felix Kreuk, Yossi Adi arXiv_SD arXiv_SD Embedding Enhancement Recognition Optimization Regularization Speech Self-Supervised Speech_Recognition PDF
2022-06-22 Optical Flow Regularization of Implicit Neural Representations for Video Frame Interpolation Weihao Zhuang, Tristan Hascoet, Ryoichi Takashima, Tetsuya Takiguchi arXiv_CV arXiv_CV Optimization Regularization Optical_Flow PDF
2022-06-21 Meta Reinforcement Learning with Finite Training Tasks -- a Density Estimation Approach Zohar Rimon, Aviv Tamar, Gilad Adler arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose Action PDF
2022-06-21 Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency Jie Yang, Ruimao Zhang, Chaoqun Wang, Zhen Li, Xiang Wan, Lingyan Zhang arXiv_CV arXiv_CV Transformer Segmentation Regularization Pose Relation Attention GAN Medical Prediction PDF
2022-06-21 Interpretable Deep Causal Learning for Moderation Effects Alberto Caron, Gianluca Baio, Ioanna Manolopoulou arXiv_AI arXiv_AI Regularization Pose Relation PDF
2022-06-21 Deep Active Latent Surfaces for Medical Geometries Patrick M. Jensen, Udaranga Wickramasinghe, Anders B. Dahl, Pascal Fua, Vedrana A. Dahl arXiv_CV arXiv_CV 3D Regularization Face Medical Inference PDF
2022-06-21 Model-Based Imitation Learning Using Entropy Regularization of Model and Policy Eiji Uchibe arXiv_AI arXiv_AI Reinforcement_Learning Regularization Adversarial Pose Action GAN PDF
2022-06-20 When Does Re-initialization Work? Sheheryar Zaidi, Tudor Berariu, Hyunjik Kim, Jörg Bornschein, Claudia Clopath, Yee Whye Teh, Razvan Pascanu arXiv_CV arXiv_CV Regularization Classification Deep_Learning Image_Classification PDF
2022-06-20 Self-Supervised Consistent Quantization for Fully Unsupervised Image Retrieval Guile Wu, Chao Zhang, Stephan Liwicki arXiv_CV arXiv_CV Embedding Unsupervised Quantization Image_Retrieval Regularization Self-Supervised Pose Contrastive_Learning PDF
2022-06-20 Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation Javed Iqbal, Hamza Rawal, Rehan Hafiz, Yu-Tseh Chi, Mohsen Ali arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Self-Supervised Pose Classification PDF
2022-06-20 Efficient and Flexible Sublabel-Accurate Energy Minimization Zhakshylyk Nurlanov, Daniel Cremers, Florian Bernard arXiv_CV arXiv_CV Recognition Optimization Regularization Pose Denoising PDF
2022-06-19 Learning Multi-Task Transferable Rewards via Variational Inverse Reinforcement Learning Se-Wook Yoo, Seung-Woo Seo arXiv_AI arXiv_AI Transfer_Learning Reinforcement_Learning Regularization Adversarial Pose Action PDF
2022-06-19 StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis Minguk Kang, Joonghyuk Shin, Jaesik Park arXiv_CV arXiv_CV Transformer Regularization Adversarial GAN PDF
2022-06-18 Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for Inverse Problem Giannis Daras, Yuval Dagan, Alexandros G. Dimakis, Constantinos Daskalakis arXiv_AI arXiv_AI Optimization Regularization Pose GAN PDF
2022-06-17 Improving Generalization of Metric Learning via Listwise Self-distillation Zelong Zeng, Fan Yang, Zheng Wang, Shin'ichi Satoh arXiv_CV arXiv_CV Embedding Regularization Knowledge Pose Relation PDF
2022-06-16 Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels Xiaoqing Guo, Yixuan Yuan arXiv_CV arXiv_CV Segmentation Regularization Pose Relation Medical Prediction PDF
2022-06-16 Towards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models Wei Shao, Lei Huang, Shuqi Liu, Shihua Ma, Linqi Song arXiv_CL arXiv_CL Embedding Optimization Regularization Knowledge Pose PDF
2022-06-16 PROFHIT: Probabilistic Robust Forecasting for Hierarchical Time-series Harshavardhan Kamarthi, Lingkai Kong, Alexander Rodríguez, Chao Zhang, B. Aditya Prakash arXiv_AI arXiv_AI Regularization Pose Relation Prediction PDF
2022-06-15 Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization Jivat Neet Kaur, Emre Kiciman, Amit Sharma arXiv_AI arXiv_AI Regularization Classification Relation PDF
2022-06-15 VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids Katja Schwarz, Axel Sauer, Michael Niemeyer, Yiyi Liao, Andreas Geiger arXiv_CV arXiv_CV 3D Sparse Regularization Pose PDF
2022-06-15 Convergence and Price of Anarchy Guarantees of the Softmax Policy Gradient in Markov Potential Games Dingyang Chen, Qi Zhang, Thinh T. Doan arXiv_AI arXiv_AI Regularization Knowledge PDF
2022-06-15 ALASCA: Rethinking Label Smoothing for Deep Learning Under Label Noise Jongwoo Ko, Bongsoo Yi, Se-Young Yun arXiv_AI arXiv_AI Regularization Pose Deep_Learning PDF
2022-06-14 Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning Shentao Yang, Yihao Feng, Shujian Zhang, Mingyuan Zhou arXiv_AI arXiv_AI Reinforcement_Learning Optimization Regularization Action PDF
2022-06-14 Stability and Generalization of Stochastic Optimization with Nonconvex and Nonsmooth Problems Yunwen Lei arXiv_AI arXiv_AI Gradient_Descent Optimization Regularization Knowledge Quantitative PDF
2022-06-14 SoTeacher: A Student-oriented Teacher Network Training Framework for Knowledge Distillation Chengyu Dong, Liyuan Liu, Jingbo Shang arXiv_AI arXiv_AI Regularization Knowledge Pose Prediction PDF
2022-06-14 Physics Informed Neural Fields for Smoke Reconstruction with Sparse Data Mengyu Chu, Lingjie Liu, Quan Zheng, Erik Franz, Hans-Peter Seidel, Christian Theobalt, Rhaleb Zayer arXiv_CV arXiv_CV Reconstruction Optimization Sparse Regularization Knowledge Action Deep_Learning PDF
2022-06-13 Self-Supervised Representation Learning With MUlti-Segmental Informational Coding Chuang Niu, Ge Wang arXiv_CV arXiv_CV Embedding Represenation_Learning Regularization Self-Supervised Pose Contrastive_Learning Classification PDF
2022-06-13 EnergyMatch: Energy-based Pseudo-Labeling for Semi-Supervised Learning Zhuoran Yu, Yin Li, Yong Jae Lee arXiv_AI arXiv_AI Regularization Detection PDF
2022-06-13 Learning Joint Surface Atlases Theo Deprelle, Thibault Groueix, Noam Aigerman, Vladimir G. Kim, Mathieu Aubry arXiv_CV arXiv_CV 3D Optimization Regularization Pose Face PDF
2022-06-13 2nd Place Solution for ICCV 2021 VIPriors Image Classification Challenge: An Attract-and-Repulse Learning Approach Yilu Guo, Shicai Yang, Weijie Chen, Liang Ma, Di Xie, Shiliang Pu arXiv_CV arXiv_CV Regularization Pose Classification CNN Image_Classification Inference PDF
2022-06-13 GradICON: Approximate Diffeomorphisms via Gradient Inverse Consistency Lin Tian, Hastings Greer, François-Xavier Vialard, Roland Kwitt, Raúl San José Estépar, Marc Niethammer arXiv_CV arXiv_CV Unsupervised Optimization Regularization Medical Optical_Flow PDF
2022-06-13 Latent Diffusion Energy-Based Model for Interpretable Text Modeling Peiyu Yu, Sirui Xie, Xiaojian Ma, Baoxiong Jia, Bo Pang, Ruigi Gao, Yixin Zhu, Song-Chun Zhu, Ying Nian Wu arXiv_CL arXiv_CL Regularization PDF
2022-06-12 A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games Samuel Sokota, Ryan D'Orazio, J. Zico Kolter, Nicolas Loizou, Marc Lanctot, Ioannis Mitliagkas, Noam Brown, Christian Kroer arXiv_AI arXiv_AI Reinforcement_Learning Regularization PDF
2022-06-12 Crowd Localization from Gaussian Mixture Scoped Knowledge and Scoped Teacher Juncheng Wang, Junyu Gao, Yuan Yuan, Qi Wang arXiv_CV arXiv_CV Regularization Knowledge Pose PDF
2022-06-12 Fine-tuning Pre-trained Language Models with Noise Stability Regularization Hang Hua, Xingjian Li, Dejing Dou, Cheng-Zhong Xu, Jiebo Luo arXiv_CL arXiv_CL Text_Classification Regularization Pose Classification Language_Model PDF
2022-06-12 A Fast Alternating Minimization Algorithm for Coded Aperture Snapshot Spectral Imaging Based on Sparsity and Deep Image Priors Qile Zhao, Xianhong Zhao, Xu Ma, Xudong Chen, Gonzalo R. Arce arXiv_CV arXiv_CV Reconstruction Regularization Pose Compressive_Sensing PDF
2022-06-11 Learned reconstruction with convergence guarantees Subhadip Mukherjee, Andreas Hauptmann, Ozan Öktem, Marcelo Pereyra, Carola-Bibiane Schönlieb arXiv_CV arXiv_CV Reconstruction Regularization Survey Deep_Learning Medical PDF
2022-06-10 Balanced Product of Experts for Long-Tailed Recognition Emanuel Sanchez Aimar, Arvi Jonnarth, Michael Felsberg, Marco Kuhlmann arXiv_CV arXiv_CV Recognition Represenation_Learning Regularization Pose PDF
2022-06-10 Self-Supervised Deep Subspace Clustering with Entropy-norm Guangyi Zhao, Simin Kou, Xuesong Yin arXiv_CV arXiv_CV Reconstruction Segmentation Enhancement Regularization Self-Supervised Pose PDF
2022-06-10 Feature-informed Embedding Space Regularization For Audio Classification Yun-Ning Hung, Alexander Lerch arXiv_SD arXiv_SD Embedding Regularization Pose Classification Inference PDF
2022-06-10 Masked Autoencoders are Robust Data Augmentors Haohang Xu, Shuangrui Ding, Xiaopeng Zhang, Hongkai Xiong, Qi Tian arXiv_CV arXiv_CV Recognition Regularization Self-Supervised Pose Classification Few-Shot Image_Classification PDF
2022-06-09 BigVGAN: A Universal Neural Vocoder with Large-Scale Training Sang-gil Lee, Wei Ping, Boris Ginsburg, Bryan Catanzaro, Sungroh Yoon arXiv_CL arXiv_CL Zero-Shot Regularization Adversarial GAN PDF
2022-06-09 Spatial Entropy Regularization for Vision Transformers Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai, Wei Bi, Bruno Lepri, Nicu Sebe arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Regularization Self-Supervised Pose Attention PDF
2022-06-09 SDQ: Stochastic Differentiable Quantization with Mixed Precision Xijie Huang, Zhiqiang Shen, Shichao Li, Zechun Liu, Xianghong Hu, Jeffry Wicaksana, Eric Xing, Kwang-Ting Cheng arXiv_AI arXiv_AI NAS Quantization Reinforcement_Learning Regularization Knowledge PDF
2022-06-09 A GPU-Accelerated Light-field Super-resolution Framework Based on Mixed Noise Model and Weighted Regularization Trung-Hieu Tran, Kaicong Sun, Sven Simon arXiv_CV arXiv_CV Reconstruction Super_Resolution Regularization Pose PDF
2022-06-09 Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis Mengwei Ren, Neel Dey, Martin A. Styner, Kelly Botteron, Guido Gerig arXiv_CV arXiv_CV Segmentation Represenation_Learning Regularization Self-Supervised Pose Relation Medical PDF
2022-06-08 Generative Myocardial Motion Tracking via Latent Space Exploration with Biomechanics-informed Prior Chen Qin, Shuo Wang, Chen Chen, Wenjia Bai, Daniel Rueckert arXiv_CV arXiv_CV Tracking Regularization Pose PDF
2022-06-08 Wavelet Regularization Benefits Adversarial Training Jun Yan, Huilin Yin, Xiaoyang Deng, Ziming Zhao, Wancheng Ge, Hao Zhang, Gerhard Rigoll arXiv_CV arXiv_CV Regularization Adversarial Pose Face PDF
2022-06-08 Unsupervised Learning of 3D Scene Flow from Monocular Camera Guangming Wang, Xiaoyu Tian, Ruiqi Ding, Hesheng Wang arXiv_CV arXiv_CV Unsupervised 3D Pose_Estimation Regularization Knowledge Pose Optical_Flow PDF
2022-06-07 Extending Momentum Contrast with Cross Similarity Consistency Regularization Mehdi Seyfi, Amin Banitalebi-Dehkordi, Yong Zhang arXiv_AI arXiv_AI Represenation_Learning Regularization Self-Supervised Pose Classification PDF
2022-06-07 Fast and Robust Non-Rigid Registration Using Accelerated Majorization-Minimization Yuxin Yao, Bailin Deng, Weiwei Xu, Juyong Zhang arXiv_CV arXiv_CV Optimization Regularization Pose Quantitative PDF
2022-06-07 Critical Regularizations for Neural Surface Reconstruction in the Wild Jingyang Zhang, Yao Yao, Shiwei Li, Tian Fang, David McKinnon, Yanghai Tsin, Long Quan arXiv_CV arXiv_CV Reconstruction Point_Cloud Optimization Regularization Face PDF
2022-06-07 Masked Unsupervised Self-training for Zero-shot Image Classification Junnan Li, Silvio Savarese, Steven C.H. Hoi arXiv_AI arXiv_AI Unsupervised Zero-Shot Represenation_Learning Regularization Self-Supervised Pose Classification Image_Classification PDF
2022-06-06 RORL: Robust Offline Reinforcement Learning via Conservative Smoothing Rui Yang, Chenjia Bai, Xiaoteng Ma, Zhaoran Wang, Chongjie Zhang, Lei Han arXiv_AI arXiv_AI Reinforcement_Learning Regularization Adversarial Pose Action PDF
2022-06-06 Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts Basil Mustafa, Carlos Riquelme, Joan Puigcerver, Rodolphe Jenatton, Neil Houlsby arXiv_CV arXiv_CV Zero-Shot Sparse Regularization Pose Contrastive_Learning Quantitative GAN PDF
2022-06-06 CORE: Consistent Representation Learning for Face Forgery Detection Yunsheng Ni, Depu Meng, Changqian Yu, Chengbin Quan, Dongchun Ren, Youjian Zhao arXiv_CV arXiv_CV Represenation_Learning Regularization Pose Face Detection CNN PDF
2022-06-06 Robust Fine-Tuning of Deep Neural Networks with Hessian-based Generalization Guarantees Haotian Ju, Dongyue Li, Hongyang R. Zhang arXiv_CV arXiv_CV Transfer_Learning Regularization Classification Image_Classification PDF
2022-06-06 Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation Pengzhi Gao, Zhongjun He, Hua Wu, Haifeng Wang arXiv_CL arXiv_CL Regularization NMT PDF
2022-06-05 ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation Ke Zhang, Xiahai Zhuang arXiv_CV arXiv_CV Segmentation Weakly_Supervised Sparse Regularization Knowledge Pose PDF
2022-06-04 Poisson2Sparse: Self-Supervised Poisson Denoising From a Single Image Calvin-Khang Ta, Abhishek Aich, Akash Gupta, Amit K. Roy-Chowdhury arXiv_CV arXiv_CV Enhancement Optimization Sparse Regularization Self-Supervised Image_Enhancement Quantitative Denoising Medical PDF
2022-06-02 NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization Aleksandr Nesterov, Bulat Ibragimov, Dmitriy Umerenkov, Artem Shelmanov, Galina Zubkova, Vladimir Kokh arXiv_AI arXiv_AI Reinforcement_Learning Sparse Regularization Pose Medical PDF
2022-06-02 Hyperspherical Consistency Regularization Cheng Tan, Zhangyang Gao, Lirong Wu, Siyuan Li, Stan Z. Li arXiv_AI arXiv_AI Unsupervised Regularization Self-Supervised Pose Contrastive_Learning Deep_Learning Relation PDF
2022-06-02 Dynamic Cardiac MRI Reconstruction Using Combined Tensor Nuclear Norm and Casorati Matrix Nuclear Norm Regularizations Yinghao Zhang, Yue Hu arXiv_CV arXiv_CV Reconstruction Optimization Regularization Pose Relation PDF
2022-06-01 A Generalized Supervised Contrastive Learning Framework Jaewon Kim, Jooyoung Chang, Sang Min Park arXiv_CV arXiv_CV Represenation_Learning Regularization Knowledge Self-Supervised Contrastive_Learning PDF
2022-05-31 FHIST: A Benchmark for Few-shot Classification of Histological Images Fereshteh Shakeri, Malik Boudiaf, Sina Mohammadi, Ivaxi Sheth, Mohammad Havaei, Ismail Ben Ayed, Samira Ebrahimi Kahou arXiv_CV arXiv_CV Sparse Regularization Classification Few-Shot Medical Image_Classification PDF
2022-05-31 Optimal Activation Functions for the Random Features Regression Model Jianxin Wang, José Bento arXiv_AI arXiv_AI Regularization PDF
2022-05-31 Feature Learning in $L_{2}$-regularized DNNs: Attraction/Repulsion and Sparsity Arthur Jacot, Eugene Golikov, Clément Hongler, Franck Gabriel arXiv_AI arXiv_AI Optimization Regularization Face Action PDF
2022-05-31 itKD: Interchange Transfer-based Knowledge Distillation for 3D Object Detection Hyeon Cho, Junyong Choi, Geonwoo Baek, Wonjun Hwang arXiv_CV arXiv_CV Reconstruction Point_Cloud 3D Regularization Knowledge Pose Deep_Learning Detection Object_Detection Attention Matching PDF
2022-05-30 Truly Deterministic Policy Optimization Ehsan Saleh, Saba Ghaffari, Timothy Bretl, Matthew West arXiv_AI arXiv_AI Optimization Regularization Pose PDF
2022-05-30 RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression Yu Gong, Greg Mori, Frederick Tung arXiv_AI arXiv_AI Regularization Pose Classification Relation PDF
2022-05-30 CHALLENGER: Training with Attribution Maps Christian Tomani, Daniel Cremers arXiv_AI arXiv_AI Regularization Classification Deep_Learning PDF
2022-05-30 SMUDLP: Self-Teaching Multi-Frame Unsupervised Endoscopic Depth Estimation with Learnable Patchmatch Shuwei Shao, Zhongcai Pei, Weihai Chen, Xingming Wu, Zhong Liu, Zhengguo Li arXiv_CV arXiv_CV Unsupervised Regularization Inference PDF
2022-05-30 Task-Prior Conditional Variational Auto-Encoder for Few-Shot Image Classification Zaiyun Yang arXiv_CV arXiv_CV Regularization Pose Classification Few-Shot Image_Classification PDF
2022-05-29 IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation Lingtong Kong, Boyuan Jiang, Donghao Luo, Wenqing Chu, Xiaoming Huang, Ying Tai, Chengjie Wang, Jie Yang arXiv_CV arXiv_CV Regularization Knowledge Pose Optical_Flow Inference PDF
2022-05-29 ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation Yuhe Ding, Lijun Sheng, Jian Liang, Aihua Zheng, Ran He arXiv_AI arXiv_AI Unsupervised Recognition Point_Cloud 3D Regularization Knowledge Pose Prediction PDF
2022-05-28 Efficient Policy Iteration for Robust Markov Decision Processes via Regularization Navdeep Kumar, Kfir Levy, Kaixin Wang, Shie Mannor arXiv_AI arXiv_AI Optimization Regularization Action PDF
2022-05-28 WT-MVSNet: Window-based Transformers for Multi-view Stereo Jinli Liao, Yikang Ding, Yoli Shavit, Dihe Huang, Shihao Ren, Jia Guo, Wensen Feng, Kai Zhang arXiv_CV arXiv_CV Transformer 3D Regularization Pose Action Matching PDF
2022-05-28 Deep Learning with Label Noise: A Hierarchical Approach Li Chen, Ningyuan Huang, Cong Mu, Hayden S. Helm, Kate Lytvynets, Weiwei Yang, Carey E. Priebe arXiv_CV arXiv_CV Optimization Regularization Pose Deep_Learning PDF
2022-05-27 KL-Entropy-Regularized RL with a Generative Model is Minimax Optimal Tadashi Kozuno, Wenhao Yang, Nino Vieillard, Toshinori Kitamura, Yunhao Tang, Jincheng Mei, Pierre Ménard, Mohammad Gheshlaghi Azar, Michal Valko, Rémi Munos, Olivier Pietquin, Matthieu Geist, Csaba Szepesvári arXiv_AI arXiv_AI Reinforcement_Learning Regularization PDF
2022-05-27 ProtoFSSL: Federated Semi-Supervised Learning with Prototype-based Consistency Regularization Woojung Kim, Keondo Park, Kihyuk Sohn, Raphael Shu, Hyung-Sin Kim arXiv_AI arXiv_AI Regularization Knowledge Pose PDF
2022-05-26 Continual evaluation for lifelong learning: Identifying the stability gap Matthias De Lange, Gido van de Ven, Tinne Tuytelaars arXiv_AI arXiv_AI Optimization Regularization Knowledge Pose PDF
2022-05-26 On stochastic stabilization via non-smooth control Lyapunov functions Pavel Osinenko, Grigory Yaremenko, Georgiy Malaniya arXiv_RO arXiv_RO Regularization Action Attention PDF
2022-05-25 Online Deep Equilibrium Learning for Regularization by Denoising Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek S. Kamilov arXiv_CV arXiv_CV Regularization Pose Denoising PDF
2022-05-25 Domain Adaptation for Object Detection using SE Adaptors and Center Loss Sushruth Nagesh, Shreyas Rajesh, Asfiya Baig, Savitha Srinivasan arXiv_CV arXiv_CV Unsupervised Regularization Knowledge Detection Object_Detection Attention PDF
2022-05-25 ER-TEST: Evaluating Explanation Regularization Methods for NLP Models Brihi Joshi, Aaron Chan, Ziyi Liu, Shaoliang Nie, Maziar Sanjabi, Hamed Firooz, Xiang Ren arXiv_CL arXiv_CL Regularization Pose Language_Model PDF
2022-05-25 The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training Gi-Cheon Kang, Sungdong Kim, Jin-Hwa Kim, Donghyun Kwak, Byoung-Tak Zhang arXiv_CV arXiv_CV Regularization Pose Detection Text_Generation QA PDF
2022-05-25 Augmentation-induced Consistency Regularization for Classification Jianhan Wu, Shijing Si, Jianzong Wang, Jing Xiao arXiv_AI arXiv_AI Regularization Pose Classification Inference PDF
2022-05-25 Towards Understanding Label Regularization for Fine-tuning Pre-trained Language Models Ivan Kobyzev, Aref Jafari, Mehdi Rezagholizadeh, Tianda Li, Alan Do-Omri, Peng Lu, Ali Ghodsi, Pascal Poupart arXiv_CL arXiv_CL Bert Regularization Knowledge Language_Model Prediction PDF
2022-05-24 Learning for Expressive Task-Related Sentence Representations Xueying Bai, Jinghuan Shang, Yifan Sun, Niranjan Balasubramanian arXiv_AI arXiv_AI Regularization Pose Classification Attention Language_Model Prediction PDF
2022-05-24 Bias Discovery in Machine Learning Models for Mental Health Pablo Mosteiro, Jesse Kuiper, Judith Masthoff, Floortje Scheepers, Marco Spruit arXiv_AI arXiv_AI Regularization Medical Prediction PDF
2022-05-24 Accuracy on In-Domain Samples Matters When Building Out-of-Domain detectors: A Reply to Marek et al. Yinhe Zheng, Guanyi Chen arXiv_CL arXiv_CL Regularization Adversarial Pose Detection Object_Detection GAN PDF
2022-05-24 Constrained Monotonic Neural Networks Davor Runje, Sharath M. Shankaranarayana arXiv_AI arXiv_AI Regularization Pose Matching PDF
2022-05-24 Alleviating Robust Overfitting of Adversarial Training With Consistency Regularization Shudong Zhang, Haichang Gao, Tianwei Zhang, Yunyi Zhou, Zihui Wu arXiv_CV arXiv_CV Regularization Adversarial Pose Prediction PDF
2022-05-24 RCC-GAN: Regularized Compound Conditional GAN for Large-Scale Tabular Data Synthesis Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta, Francois-Xavier Devailly, Wissem Maazoun, Patrick Cardinal arXiv_AI arXiv_AI Tracking Regularization Adversarial Pose GAN PDF
2022-05-23 Improving language models fine-tuning with representation consistency targets Anastasia Razdaibiedina, Vivek Madan, Zohar Karnin, Ashish Khetan, Vishaal Kapoor arXiv_CL arXiv_CL Regularization Pose Language_Model PDF
2022-05-23 Rethinking Task-Incremental Learning Baselines Md Sazzad Hossain, Pritom Saha, Townim Faisal Chowdhury, Shafin Rahman, Fuad Rahman, Nabeel Mohammed arXiv_AI arXiv_AI Recognition Point_Cloud 3D Regularization Knowledge Inference PDF
2022-05-23 POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning Frederik Schubert, Carolin Benjamins, Sebastian Döhler, Bodo Rosenhahn, Marius Lindauer arXiv_RO arXiv_RO Unsupervised Reinforcement_Learning Regularization Knowledge PDF
2022-05-23 Stop Filtering: Multi-View Attribute-Enhanced Dialogue Learning Yiwei Li, Bin Sun, Shaoxiong Feng, Kan Li arXiv_AI arXiv_AI Enhancement Regularization Knowledge Pose PDF
2022-05-23 Feature-Distribution Perturbation and Calibration for Generalized Person ReID Qilei Li, Jiabo Huang, Jian Hu, Shaogang Gong arXiv_CV arXiv_CV Person_Re-identification Recognition Regularization Pose Deep_Learning Re-identification PDF
2022-05-22 CIRCLE: Continual Repair across Programming Languages Wei Yuan, Quanjun Zhang, Tieke He, Chunrong Fang, Nguyen Quoc Viet Hung, Xiaodong Hao, Hongzhi Yin arXiv_CL arXiv_CL Regularization Pose NMT Deep_Learning PDF
2022-05-21 KGNN: Harnessing Kernel-based Networks for Semi-supervised Graph Classification Wei Ju, Junwei Yang, Meng Qu, Weiping Song, Jianhao Shen, Ming Zhang arXiv_AI arXiv_AI Regularization Classification Prediction PDF
2022-05-21 Masterful: A Training Platform for Computer Vision Models Samuel Wookey, Yaoshiang Ho, Tom Rikert, Juan David Gil Lopez, Juan Manuel Muñoz Beancur, Santiago Cortes, Ray Tawil, Aaron Sabin, Jack Lynch, Travis Harper, Nikhil Gajendrakumar arXiv_AI arXiv_AI Optimization Regularization Pose Deep_Learning PDF
2022-05-19 Improving Multi-Task Generalization via Regularizing Spurious Correlation Ziniu Hu, Zhe Zhao, Xinyang Yi, Tiansheng Yao, Lichan Hong, Yizhou Sun, Ed H. Chi arXiv_AI arXiv_AI Represenation_Learning Regularization Knowledge Pose Relation PDF
2022-05-19 Sparse Adversarial Attack in Multi-agent Reinforcement Learning Yizheng Hu, Zhihua Zhang arXiv_AI arXiv_AI Reinforcement_Learning Sparse Regularization Adversarial Pose PDF
2022-05-19 Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble Zhengyu Yang, Kan Ren, Xufang Luo, Minghuan Liu, Weiqing Liu, Jiang Bian, Weinan Zhang, Dongsheng Li arXiv_AI arXiv_AI Enhancement Reinforcement_Learning Optimization Regularization GAN PDF
2022-05-18 Debiasing Neural Retrieval via In-batch Balancing Regularization Yuantong Li, Xiaokai Wei, Zijian Wang, Shen Wang, Parminder Bhatia, Xiaofei Ma, Andrew Arnold arXiv_AI arXiv_AI Bert Regularization Pose PDF
2022-05-18 Financial Time Series Data Augmentation with Generative Adversarial Networks and extended Intertemporal Return Plots Justin Hellermann, Qinzhuan Qian, Ankit Shah arXiv_CV arXiv_CV Image_Caption Regularization Adversarial Classification Relation GAN PDF
2022-05-18 GeoPointGAN: Synthetic Spatial Data with Local Label Differential Privacy Teddy Cunningham, Konstantin Klemmer, Hongkai Wen, Hakan Ferhatosmanoglu arXiv_AI arXiv_AI Regularization GAN PDF
2022-05-18 Large Neural Networks Learning from Scratch with Very Few Data and without Regularization Christoph Linse, Thomas Martinetz arXiv_AI arXiv_AI Regularization Classification CNN Image_Classification PDF
2022-05-18 Sparse MDOD: Training End-to-End Multi-Object Detector without Bipartite Matching Jaeyoung Yoo, Hojun Lee, Seunghyeon Seo, Inseop Chung, Nojun Kwak arXiv_CV arXiv_CV Sparse Regularization Pose Detection Object_Detection Inference Prediction Matching PDF
2022-05-18 Policy Distillation with Selective Input Gradient Regularization for Efficient Interpretability Jinwei Xing, Takashi Nagata, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar arXiv_AI arXiv_AI Reinforcement_Learning Regularization Salient Adversarial Pose Face Autonomous PDF
2022-05-17 Perturbation of Deep Autoencoder Weights for Model Compression and Classification of Tabular Data Manar Samad, Sakib Abrar arXiv_AI arXiv_AI Regularization Self-Supervised Pose Classification PDF
2022-05-17 Monotonicity Regularization: Improved Penalties and Novel Applications to Disentangled Representation Learning and Robust Classification Joao Monteiro, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Greg Mori arXiv_AI arXiv_AI Represenation_Learning Regularization Pose Classification Image_Classification Prediction PDF
2022-05-17 Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers Arda Sahiner, Tolga Ergen, Batu Ozturkler, John Pauly, Morteza Mardani, Mert Pilanci arXiv_CV arXiv_CV Transformer Regularization Pose Classification Attention PDF
2022-05-16 Continual learning on 3D point clouds with random compressed rehearsal Maciej Zamorski, Michał Stypułkowski, Konrad Karanowski, Tomasz Trzciński, Maciej Zięba arXiv_CV arXiv_CV Reconstruction Point_Cloud Reinforcement_Learning 3D Regularization Knowledge Pose PDF
2022-05-16 A scalable deep learning approach for solving high-dimensional dynamic optimal transport Wei Wan, Yuejin Zhang, Chenglong Bao, Bin Dong, Zuoqiang Shi arXiv_AI arXiv_AI Optimization Regularization Pose Deep_Learning PDF
2022-05-16 $q$-Munchausen Reinforcement Learning Lingwei Zhu, Zheng Chen, Eiji Uchibe, Takamitsu Matsubara arXiv_AI arXiv_AI Reinforcement_Learning Sparse Regularization Pose PDF
2022-05-16 Robust Representation via Dynamic Feature Aggregation Haozhe Liu, Haoqin Ji, Yuexiang Li, Nanjun He, Haoqian Wu, Feng Liu, Linlin Shen, Yefeng Zheng arXiv_AI arXiv_AI Embedding Sparse Regularization Adversarial Pose Detection CNN PDF
2022-05-16 Enforcing KL Regularization in General Tsallis Entropy Reinforcement Learning via Advantage Learning Lingwei Zhu, Zheng Chen, Eiji Uchibe, Takamitsu Matsubara arXiv_AI arXiv_AI Reinforcement_Learning Sparse Regularization Pose PDF
2022-05-15 Guidelines for the Regularization of Gammas in Batch Normalization for Deep Residual Networks Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim arXiv_CV arXiv_CV Transformer Optimization Regularization Pose PDF
2022-05-15 FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Zhen Wu, Jindong Wang arXiv_CV arXiv_CV Regularization Pose Relation Prediction PDF
2022-05-15 RoMFAC: A Robust Mean-Field Actor-Critic Reinforcement Learning against Adversarial Perturbations on States Ziyuan Zhou, Guanjun Liu arXiv_AI arXiv_AI Reinforcement_Learning Regularization Adversarial Pose Action PDF
2022-05-14 Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation Chae Eun Lee, Hyelim Park, Yeong-Gil Shin, Minyoung Chung arXiv_CV arXiv_CV Segmentation Embedding Represenation_Learning Regularization Adversarial Pose Relation GAN Medical Prediction PDF
2022-05-14 Improved Consistency Training for Semi-Supervised Sequence-to-Sequence ASR via Speech Chain Reconstruction and Self-Transcribing Heli Qi, Sashi Novitasari, Sakriani Sakti, Satoshi Nakamura arXiv_CL arXiv_CL Reconstruction Recognition Regularization Speech Pose Speech_Recognition Prediction PDF
2022-05-12 Simple Open-Vocabulary Object Detection with Vision Transformers Matthias Minderer, Alexey Gritsenko, Austin Stone, Maxim Neumann, Dirk Weissenborn, Alexey Dosovitskiy, Aravindh Mahendran, Anurag Arnab, Mostafa Dehghani, Zhuoran Shen, Xiao Wang, Xiaohua Zhai, Thomas Kipf, Neil Houlsby arXiv_CV arXiv_CV Transformer Zero-Shot Regularization Pose Classification Detection Object_Detection Image_Classification PDF
2022-05-12 Localized Vision-Language Matching for Open-vocabulary Object Detection Maria A. Bravo, Sudhanshu Mittal, Thomas Brox arXiv_CV arXiv_CV Image_Caption Regularization Pose Detection Object_Detection Caption Language_Model Matching PDF
2022-05-12 Building Facade Parsing R-CNN Sijie Wang, Qiyu Kang, Rui She, Wee Peng Tay, Diego Navarro Navarro, Andreas Hartmannsgruber arXiv_CV arXiv_CV Regularization Pose Detection Autonomous PDF
2022-05-12 Distinction Maximization Loss: Efficiently Improving Classification Accuracy, Uncertainty Estimation, and Out-of-Distribution Detection Simply Replacing the Loss and Calibrating David Macêdo, Cleber Zanchettin, Teresa Ludermir arXiv_AI arXiv_AI Regularization Pose Action Classification Detection Inference PDF
2022-05-12 Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger arXiv_CV arXiv_CV Segmentation Weakly_Supervised Regularization Pose Face Classification Image_Classification PDF
2022-05-10 Separator-Transducer-Segmenter: Streaming Recognition and Segmentation of Multi-party Speech Ilya Sklyar, Anna Piunova, Christian Osendorfer arXiv_CL arXiv_CL Segmentation Recognition RNN Regularization Speech Pose Detection Speech_Recognition Activity PDF
2022-05-09 How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations? Alvin Chan, Yew-Soon Ong, Clement Tan arXiv_CV arXiv_CV Regularization Adversarial Pose Deep_Learning PDF
2022-05-09 Surreal-GAN:Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns Zhijian Yang, Junhao Wen, Christos Davatzikos arXiv_CV arXiv_CV Unsupervised Represenation_Learning Regularization Pose GAN PDF
2022-05-09 PS-Net: Deep Partially Separable Modelling for Dynamic Magnetic Resonance Imaging Chentao Cao, Zhuo-Xu Cui, Qingyong Zhu, Dong Liang, Yanjie Zhu arXiv_CV arXiv_CV Regularization Pose Quantitative Deep_Learning PDF
2022-05-08 Multimodal Semi-Supervised Learning for Text Recognition Aviad Aberdam, Roy Ganz, Shai Mazor, Ron Litman arXiv_AI arXiv_AI Recognition Represenation_Learning Regularization Self-Supervised Pose Scene_Text Language_Model PDF
2022-05-07 Sparse Regularized Correlation Filter for UAV Object Tracking with adaptive Contextual Learning and Keyfilter Selection Zhangjian Ji, Kai Feng, Yuhua Qian, Jiye Liang arXiv_CV arXiv_CV Tracking Sparse Object_Tracking Regularization Pose Quantitative Relation PDF
2022-05-07 Unsupervised Deep Unrolled Reconstruction Using Regularization by Denoising Peizhou Huang, Chaoyi Zhang, Xiaoliang Zhang, Xiaojuan Li, Liang Dong, Leslie Ying arXiv_CV arXiv_CV Reconstruction Unsupervised Optimization Regularization Pose Deep_Learning Denoising PDF
2022-05-05 Scene Graph Expansion for Semantics-Guided Image Outpainting Chiao-An Yang, Cheng-Yo Tan, Wan-Cyuan Fan, Cheng-Fu Yang, Meng-Lin Wu, Yu-Chiang Frank Wang arXiv_CV arXiv_CV Transformer Regularization Pose Quantitative Relation Attention PDF
2022-05-05 Multi-mode Tensor Train Factorization with Spatial-spectral Regularization for Remote Sensing Images Recovery Gaohang Yu, Shaochun Wan, Liqun Qi, Yanwei Xu arXiv_CV arXiv_CV Regularization Pose Quantitative Relation Attention PDF
2022-05-03 Better plain ViT baselines for ImageNet-1k Lucas Beyer, Xiaohua Zhai, Alexander Kolesnikov arXiv_CV arXiv_CV Transformer Regularization PDF
2022-05-03 Cross-View Cross-Scene Multi-View Crowd Counting Qi Zhang, Wei Lin, Antoni B. Chan arXiv_CV arXiv_CV Unsupervised Regularization Pose PDF
2022-05-03 A Falsificationist Account of Artificial Neural Networks Oliver Buchholz, Eric Raidl arXiv_AI arXiv_AI Regularization Attention Prediction PDF
2022-05-03 Embedding Hallucination for Few-Shot Language Fine-tuning Yiren Jian, Chongyang Gao, Soroush Vosoughi arXiv_AI arXiv_AI Embedding Regularization Knowledge Adversarial Pose Few-Shot Language_Model PDF
2022-05-03 RU-Net: Regularized Unrolling Network for Scene Graph Generation Xin Lin, Changxing Ding, Jing Zhang, Yibing Zhan, Dacheng Tao arXiv_CV arXiv_CV Enhancement Regularization Pose Relation Denoising Prediction PDF
2022-05-02 Open-Set Semi-Supervised Learning for 3D Point Cloud Understanding Xian Shi, Xun Xu, Wanyue Zhang, Xiatian Zhu, Chuan Sheng Foo, Kui Jia arXiv_AI arXiv_AI Segmentation Point_Cloud 3D Optimization Regularization Pose Face Classification PDF
2022-05-02 Zebra: Memory Bandwidth Reduction for CNN Accelerators With Zero Block Regularization of Activation Maps Hsu-Tung Shih, Tian-Sheuan Chang arXiv_CV arXiv_CV Regularization Pose PDF
2022-05-02 Dual networks based 3D Multi-Person Pose Estimation from Monocular Video Yu Cheng, Bo Wang, Robby T. Tan arXiv_CV arXiv_CV 3D Optimization Pose_Estimation Regularization Pose Action Detection PDF
2022-05-02 The Implicit Length Bias of Label Smoothing on Beam Search Decoding Bowen Liang, Pidong Wang, Yuan Cao arXiv_CL arXiv_CL Regularization NMT Inference Prediction PDF
2022-05-01 None Class Ranking Loss for Document-Level Relation Extraction Yang Zhou, Wee Sun Lee arXiv_CL arXiv_CL Regularization Pose Emotion Action Classification Relation Relation_Extraction Prediction PDF
2022-05-01 Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction Qiaoqiao Ding, Hui Ji, Yuhui Quan, Xiaoqun Zhang arXiv_CV arXiv_CV Reconstruction Unsupervised Regularization Pose Deep_Learning Inference PDF
2022-05-01 Convex Combination Consistency between Neighbors for Weakly-supervised Action Localization Qinying Liu, Zilei Wang, Ruoxi Chen, Zhilin Li arXiv_CV arXiv_CV Regularization Action_Localization Pose Action Classification Attention Prediction Video_Classification PDF
2022-04-29 OSSGAN: Open-Set Semi-Supervised Image Generation Kai Katsumata, Duc Minh Vo, Hideki Nakayama arXiv_CV arXiv_CV Regularization GAN PDF
2022-04-29 Learned Gradient of a Regularizer for Plug-and-Play Gradient Descent Rita Fermanian, Mikael Le Pendu, Christine Guillemot arXiv_CV arXiv_CV Gradient_Descent Restoration Optimization Regularization Knowledge Denoising PDF
2022-04-28 Tragedy Plus Time: Capturing Unintended Human Activities from Weakly-labeled Videos Arnav Chakravarthy, Zhiyuan Fang, Yezhou Yang arXiv_CV arXiv_CV Video_Caption Weakly_Supervised Regularization Pose Action Quantitative Classification Deep_Learning Attention Caption Activity PDF
2022-04-28 Regotron: Regularizing the Tacotron2 architecture via monotonic alignment loss Efthymios Georgiou, Kosmas Kritsis, Georgios Paraskevopoulos, Athanasios Katsamanis, Vassilis Katsouros, Alexandros Potamianos arXiv_SD arXiv_SD Regularization Speech Pose Deep_Learning Attention PDF
2022-04-28 Control-Aware Prediction Objectives for Autonomous Driving Rowan McAllister, Blake Wulfe, Jean Mercat, Logan Ellis, Sergey Levine, Adrien Gaidon arXiv_RO arXiv_RO Regularization Pose Attention Autonomous Prediction PDF
2022-04-28 Region-level Contrastive and Consistency Learning for Semi-Supervised Semantic Segmentation Jianrong Zhang, Tianyi Wu, Chuanghao Ding, Hongwei Zhao, Guodong Guo arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose Prediction PDF
2022-04-27 Dropout Inference with Non-Uniform Weight Scaling Zhaoyuan Yang, Arpit Jain arXiv_CV arXiv_CV Regularization Inference PDF
2022-04-27 Low-rank Meets Sparseness: An Integrated Spatial-Spectral Total Variation Approach to Hyperspectral Denoising Haijin Zeng, Shaoguang Huang, Yongyong Chen, Hiep Luong, Wilfried Philips arXiv_CV arXiv_CV Sparse Regularization Pose Denoising PDF
2022-04-26 Self-Supervised Information Bottleneck for Deep Multi-View Subspace Clustering Shiye Wang, Changsheng Li, Yanming Li, Ye Yuan, Guoren Wang arXiv_AI arXiv_AI Regularization Knowledge Self-Supervised PDF
2022-04-26 Restricted Black-box Adversarial Attack Against DeepFake Face Swapping Junhao Dong, Yuan Wang, Jianhuang Lai, Xiaohua Xie arXiv_CV arXiv_CV Reconstruction Regularization Adversarial Pose Face GAN PDF
2022-04-26 Boundary Smoothing for Named Entity Recognition Enwei Zhu, Jinpeng Li arXiv_CL arXiv_CL Recognition Regularization Pose PDF
2022-04-25 Robust Dual-Graph Regularized Moving Object Detection Jing Qin, Ruilong Shen, Ruihan Zhu, Biyun Xie arXiv_CV arXiv_CV Surveillance Sparse Regularization Pose Detection Object_Detection PDF
2022-04-25 LoL: A Comparative Regularization Loss over Query Reformulation Losses for Pseudo-Relevance Feedback Yunchang Zhu, Liang Pang, Yanyan Lan, Huawei Shen, Xueqi Cheng arXiv_CL arXiv_CL Sparse Regularization Pose PDF
2022-04-23 Uncertain Label Correction via Auxiliary Action Unit Graphs for Facial Expression Recognition Yang Liu, Xingming Zhang, Janne Kauttonen, Guoying Zhao arXiv_CV arXiv_CV Recognition Regularization Emotion Action CNN PDF
2022-04-23 Visual Attention Emerges from Recurrent Sparse Reconstruction Baifeng Shi, Yale Song, Neel Joshi, Trevor Darrell, Xin Wang arXiv_CV arXiv_CV Transformer Reconstruction Optimization Sparse Regularization Salient Attention PDF
2022-04-22 A Note on the Regularity of Images Generated by Convolutional Neural Networks Andreas Habring, Martin Holler arXiv_CV arXiv_CV Regularization Adversarial GAN CNN PDF
2022-04-21 Unsupervised Human Action Recognition with Skeletal Graph Laplacian and Self-Supervised Viewpoints Invariance Giancarlo Paoletti, Jacopo Cavazza, Cigdem Beyan, Alessio Del Bue arXiv_CV arXiv_CV Unsupervised Recognition Regularization Self-Supervised Pose Action_Recognition Action CNN PDF
2022-04-21 Planes vs. Chairs: Category-guided 3D shape learning without any 3D cues Zixuan Huang, Stefan Stojanov, Anh Thai, Varun Jampani, James M. Rehg arXiv_CV arXiv_CV Reconstruction 3D Regularization Adversarial Prediction PDF
2022-04-21 Convex Augmentation for Total Variation Based Phase Retrieval Jianwei Niu, Hok Shing Wong, Tieyong Zeng arXiv_CV arXiv_CV Regularization Pose PDF
2022-04-20 Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval Mustafa Shukor, Guillaume Couairon, Asya Grechka, Matthieu Cord arXiv_CV arXiv_CV Transformer Embedding Regularization Pose Action Attention PDF
2022-04-20 Reinforcement Learning with Intrinsic Affinity for Personalized Asset Management Charl Maree, Christian W. Omlin arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose PDF
2022-04-19 Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation Keqi Deng, Shinji Watanabe, Jiatong Shi, Siddhant Arora arXiv_CL arXiv_CL Transformer Recognition Regularization Speech Pose Action Classification Attention Speech_Recognition PDF
2022-04-19 Jacobian Ensembles Improve Robustness Trade-offs to Adversarial Attacks Kenneth T. Co, David Martinez-Rego, Zhongyuan Hau, Emil C. Lupu arXiv_CV arXiv_CV Regularization Adversarial Pose Classification PDF
2022-04-19 GraphHop++: New Insights into GraphHop and Its Enhancement Tian Xie, Rajgopal Kannan, C.-C. Jay Kuo arXiv_AI arXiv_AI Enhancement Recognition Optimization Regularization Pose Classification CNN PDF
2022-04-19 Quaternion Optimized Model with Sparse Regularization for Color Image Recovery Liqiao Yang, Yang Liu, Kit Ian Kou arXiv_CV arXiv_CV Optimization Sparse Regularization Pose PDF
2022-04-18 Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images Wele Gedara Chaminda Bandara, Vishal M. Patel arXiv_AI arXiv_AI Unsupervised Regularization Pose Detection PDF
2022-04-18 Caption Feature Space Regularization for Audio Captioning Yiming Zhang, Hong Yu, Ruoyi Du, Zhanyu Ma, Yuan Dong arXiv_SD arXiv_SD Optimization Regularization Pose Contrastive_Learning Caption PDF
2022-04-18 Tracking monocular camera pose and deformation for SLAM inside the human body Juan J. Gomez Rodriguez, J.M.M Montiel, Juan D. Tardos arXiv_CV arXiv_CV Tracking 3D Regularization Pose SLAM Medical Autonomous PDF
2022-04-18 HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization Menglin Yang, Min Zhou, Jiahong Liu, Defu Lian, Irwin King arXiv_AI arXiv_AI Embedding Optimization Regularization Pose Recommendation PDF
2022-04-18 Multi-scale Anomaly Detection for Big Time Series of Industrial Sensors Quan Ding, Shenghua Liu, Bin Zhou, Huawei Shen, Xueqi Cheng arXiv_AI arXiv_AI Reconstruction Optimization Gesture Regularization Adversarial Pose Detection GAN PDF
2022-04-17 DR-GAN: Distribution Regularization for Text-to-Image Generation Hongchen Tan, Xiuping Liu, Baocai Yin, Xin Li arXiv_CV arXiv_CV Regularization Adversarial Attention GAN PDF
2022-04-17 Accelerated MRI With Deep Linear Convolutional Transform Learning Hongyi Gu, Burhaneddin Yaman, Steen Moeller, Il Yong Chun, Mehmet Akçakaya arXiv_CV arXiv_CV Reconstruction Sparse Regularization Pose Deep_Learning CNN Inference PDF
2022-04-17 Fast Multi-grid Methods for Minimizing Curvature Energy Zhenwei Zhang, Ke Chen, Yuping Duan arXiv_CV arXiv_CV Reconstruction Restoration Regularization Pose Denoising PDF
2022-04-16 Pushing the Performance Limit of Scene Text Recognizer without Human Annotation Caiyuan Zheng, Hui Li, Seon-Min Rhee, Seungju Han, Jae-Joon Han, Peng Wang arXiv_CV arXiv_CV Recognition Regularization Knowledge Pose Scene_Text Attention PDF
2022-04-15 Towards Building a Personalized Dialogue Generator via Implicit User Persona Detection Itsugun Cho, Dongyang Wang, Ryota Takahashi, Hiroaki Saito arXiv_CL arXiv_CL Regularization Pose Detection Inference PDF
2022-04-15 Knowledgebra: An Algebraic Learning Framework for Knowledge Graph Tong Yang, Yifei Wang, Long Sha, Jan Engelbrecht, Pengyu Hong arXiv_AI arXiv_AI Embedding Represenation_Learning Regularization Knowledge Knowledge_Graph Pose Relation Prediction PDF
2022-04-15 Dense Learning based Semi-Supervised Object Detection Binghui Chen, Pengyu Li, Xiang Chen, Biao Wang, Lei Zhang, Xian-Sheng Hua arXiv_CV arXiv_CV Regularization Pose Detection Object_Detection PDF
2022-04-13 BEHM-GAN: Bandwidth Extension of Historical Music using Generative Adversarial Networks Eloi Moliner, Vesa Välimäki arXiv_SD arXiv_SD Restoration Regularization Adversarial Pose Denoising GAN PDF
2022-04-13 CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection Parag Dutta, Souvic Chakraborty, Sumegh Roychowdhury, Animesh Mukherjee arXiv_CL arXiv_CL Regularization Speech Self-Supervised Pose Action Detection PDF
2022-04-13 Local Feature Swapping for Generalization in Reinforcement Learning David Bertoin (IMT), Emmanuel Rachelson (DMIA) arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose Deep_Learning Relation PDF
2022-04-13 A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed arXiv_CL arXiv_CL Transformer Regularization Adversarial Pose Classification Detection Language_Model PDF
2022-04-11 Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling Nuo Chen, Linjun Shou, Ming Gong, Jian Pei, Daxin Jiang arXiv_CL arXiv_CL Unsupervised Regularization Knowledge Self-Supervised Contrastive_Learning Action Few-Shot Language_Model PDF
2022-04-11 Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems Vishal Sunder, Eric Fosler-Lussier, Samuel Thomas, Hong-Kwang J. Kuo, Brian Kingsbury arXiv_CL arXiv_CL Embedding Recognition Bert Regularization Knowledge Speech Attention PDF
2022-04-11 Regularization-based Pruning of Irrelevant Weights in Deep Neural Architectures Giovanni Bonetta, Matteo Ribero, Rossella Cancelliere arXiv_CL arXiv_CL Sparse Regularization Pose Classification Deep_Learning Image_Classification PDF
2022-04-11 Anti-Adversarially Manipulated Attributions for Weakly Supervised Semantic Segmentation and Object Localization Jungbeom Lee, Eunji Kim, Jisoo Mok, Sungroh Yoon arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Weakly_Supervised Regularization Adversarial Classification PDF
2022-04-10 FedCorr: Multi-Stage Federated Learning for Label Noise Correction Jingyi Xu, Zihan Chen, Tony Q.S. Quek, Kai Fong Ernest Chong arXiv_AI arXiv_AI Regularization Pose Prediction PDF
2022-04-08 HINNPerf: Hierarchical Interaction Neural Network for Performance Prediction of Configurable Systems Jiezhu Cheng, Cuiyun Gao, Zibin Zheng arXiv_AI arXiv_AI Embedding Regularization Pose Action Prediction PDF
2022-04-08 CD$^2$-pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning Yiqing Shen, Yuyin Zhou, Lequan Yu arXiv_CV arXiv_CV Regularization Pose Medical PDF
2022-04-08 No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment Suyeong An, Junghoon Kim, Minsam Kim, Juneyoung Park arXiv_AI arXiv_AI Regularization Knowledge Pose Deep_Learning Prediction PDF
2022-04-07 The Effects of Regularization and Data Augmentation are Class Dependent Randall Balestriero, Leon Bottou, Yann LeCun arXiv_CV arXiv_CV Regularization Classification PDF
2022-04-07 Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler arXiv_AI arXiv_AI Embedding Handwriting Regularization Pose Classification Relation Inference Matching PDF
2022-04-07 Multi-Sample $ζ$-mixup: Richer, More Realistic Synthetic Samples from a $p$-Series Interpolant Kumar Abhishek, Colin J. Brown, Ghassan Hamarneh arXiv_CV arXiv_CV Regularization Pose Classification Deep_Learning Medical Image_Classification PDF
2022-04-06 Semi-DRDNet Semi-supervised Detail-recovery Image Deraining Network via Unpaired Contrastive Learning Yiyang Shen, Sen Deng, Wenhan Yang, Mingqiang Wei, Haoran Xie, XiaoPing Zhang, Jing Qin, Meng Wang arXiv_CV arXiv_CV Regularization Knowledge Pose Contrastive_Learning PDF
2022-04-05 Training-Free Robust Multimodal Learning via Sample-Wise Jacobian Regularization Zhengqi Gao, Sucheng Ren, Zihui Xue, Siting Li, Hang Zhao arXiv_SD arXiv_SD Optimization Regularization Adversarial Pose PDF
2022-04-05 Adversarial Robustness through the Lens of Convolutional Filters Paul Gavrikov, Janis Keuper arXiv_AI arXiv_AI Sparse Regularization Adversarial Deep_Learning CNN Prediction PDF
2022-04-05 Bimodal Distributed Binarized Neural Networks Tal Rozen, Moshe Kimhi, Brian Chmiel, Avi Mendelson, Chaim Baskin arXiv_CV arXiv_CV Quantization Regularization Pose PDF
2022-04-04 Evolving Neural Selection with Adaptive Regularization Li Ding, Lee Spector arXiv_CV arXiv_CV Recognition Regularization Pose Prediction PDF
2022-04-04 DAD: Data-free Adversarial Defense at Test Time Gaurav Kumar Nayak, Ruchit Rawal, Anirban Chakraborty arXiv_CV arXiv_CV Unsupervised Regularization Adversarial Pose Detection Prediction PDF
2022-04-04 Optimizing the Consumption of Spiking Neural Networks with Activity Regularization Simon Narduzzi, Siavash A. Bigdeli, Shih-Chii Liu, L. Andrea Dunbar arXiv_CV arXiv_CV Regularization Activity Inference PDF
2022-04-03 Kernel Extreme Learning Machine Optimized by the Sparrow Search Algorithm for Hyperspectral Image Classification Zhixin Yan, Jiawei Huang, Kehua Xiang arXiv_CV arXiv_CV Optimization Regularization Pose Classification Image_Classification PDF
2022-04-02 SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image Dejia Xu, Yifan Jiang, Peihao Wang, Zhiwen Fan, Humphrey Shi, Zhangyang Wang arXiv_CV arXiv_CV Sparse Regularization PDF
2022-04-02 Unsupervised Coherent Video Cartoonization with Perceptual Motion Consistency Zhenhuan Liu, Liang Li, Huajie Jiang, Xin Jin, Dandan Tu, Shuhui Wang, Zheng-Jun Zha arXiv_CV arXiv_CV Unsupervised Style_Transfer Regularization Pose Quantitative Relation Attention Optical_Flow PDF
2022-04-01 CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation Nishant Kambhatla, Logan Born, Anoop Sarkar arXiv_CL arXiv_CL Transformer Regularization Pose PDF
2022-04-01 Graph-in-Graph : Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications Kamilia Mullakaeva, Luca Cosmo, Anees Kazi, Seyed-Ahmad Ahmadi, Nassir Navab, Michael M. Bronstein arXiv_AI arXiv_AI Regularization Knowledge Pose Classification Relation Prediction PDF
2022-04-01 Multifaceted Improvements for Conversational Open-Domain Question Answering Tingting Liang, Yixuan Jiang, Congying Xia, Ziqiang Zhao, Yuyu Yin, Philip S. Yu arXiv_CL arXiv_CL Regularization Knowledge Pose Face Inference QA PDF
2022-03-31 A Survey of Robust 3D Object Detection Methods in Point Clouds Walter Zimmer, Emec Ercelik, Xingcheng Zhou, Xavier Jair Diaz Ortiz, Alois Knoll arXiv_CV arXiv_CV Point_Cloud 3D Regularization Review Pose Survey Detection Object_Detection Attention Autonomous PDF
2022-03-31 A Closer Look at Rehearsal-Free Continual Learning James Seale Smith, Junjiao Tian, Yen-Chang Hsu, Zsolt Kira arXiv_CV arXiv_CV Regularization Knowledge Prediction PDF
2022-03-31 Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds Zhao Jin, Yinjie Lei, Naveed Akhtar, Haifeng Li, Munawar Hayat arXiv_CV arXiv_CV Unsupervised Point_Cloud 3D Regularization Pose Face Autonomous PDF
2022-03-31 Revisiting Document Image Dewarping by Grid Regularization Xiangwei Jiang, Rujiao Long, Nan Xue, Zhibo Yang, Cong Yao, Gui-Song Xia arXiv_CV arXiv_CV Optimization Regularization Pose Optical_Flow PDF
2022-03-31 Learning Decoupling Features Through Orthogonality Regularization Li Wang, Rongzhi Gu, Weiji Zhuang, Peng Gao, Yujun Wang, Yuexian Zou arXiv_SD arXiv_SD Regularization Speech Pose PDF
2022-03-30 Knowledge-Spreader: Learning Facial Action Unit Dynamics with Extremely Limited Labels Xiaotian Li, Xiang Zhang, Taoyue Wang, Lijun Yin arXiv_CV arXiv_CV Regularization Knowledge Pose Emotion Action Detection Relation PDF
2022-03-30 Self-Distillation from the Last Mini-Batch for Consistency Regularization Yiqing Shen, Liwu Xu, Yuzhe Yang, Yaqian Li, Yandong Guo arXiv_CV arXiv_CV Regularization Knowledge Pose Classification PDF
2022-03-30 Self-supervised 360$^{circ}$ Room Layout Estimation Hao-Wen Ting, Cheng Sun, Hwann-Tzong Chen arXiv_CV arXiv_CV Sparse Regularization Self-Supervised Pose Prediction PDF
2022-03-30 ReplaceBlock: An improved regularization method based on background information Zhemin Zhang, Xun Gong, Jinyi Wu arXiv_CV arXiv_CV Regularization Pose Attention CNN PDF
2022-03-30 Fine-Grained Object Classification via Self-Supervised Pose Alignment Xuhui Yang, Yaowei Wang, Ke Chen, Yong Xu, Yonghong Tian arXiv_CV arXiv_CV Represenation_Learning Regularization Self-Supervised Pose Classification PDF
2022-03-30 Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed H. Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed Tewfik arXiv_SD arXiv_SD RNN Regularization Knowledge Speech Pose Detection PDF
2022-03-29 Disentangled3D: Learning a 3D Generative Model with Disentangled Geometry and Appearance from Monocular Images Ayush Tewari, Mallikarjun B R, Xingang Pan, Ohad Fried, Maneesh Agrawala, Christian Theobalt arXiv_CV arXiv_CV 3D Regularization Self-Supervised Pose GAN PDF
2022-03-29 Deep Equilibrium Assisted Block Sparse Coding of Inter-dependent Signals: Application to Hyperspectral Imaging Alexandros Gkillas, Dimitris Ampeliotis, Kostas Berberidis arXiv_CV arXiv_CV Optimization Sparse Regularization Pose Deep_Learning Denoising PDF
2022-03-29 StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis Zhiheng Li, Martin Renqiang Min, Kai Li, Chenliang Xu arXiv_CV arXiv_CV Regularization Pose Face Matching PDF
2022-03-29 DRSpeech: Degradation-Robust Text-to-Speech Synthesis with Frame-Level and Utterance-Level Acoustic Representation Learning Takaaki Saeki, Kentaro Tachibana, Ryuichi Yamamoto arXiv_SD arXiv_SD Embedding Represenation_Learning Regularization Speech Pose PDF
2022-03-29 Learning a Structured Latent Space for Unsupervised Point Cloud Completion Yingjie Cai, Kwan-Yee Lin, Chao Zhang, Qiang Wang, Xiaogang Wang, Hongsheng Li arXiv_CV arXiv_CV Unsupervised Point_Cloud 3D Regularization Pose PDF
2022-03-29 Robust Single Image Dehazing Based on Consistent and Contrast-Assisted Reconstruction De Cheng, Yan Li, Dingwen Zhang, Nannan Wang, Xinbo Gao, Jiande Sun arXiv_CV arXiv_CV Surveillance Reconstruction Regularization Pose PDF
2022-03-29 Evolving Multi-Label Fuzzy Classifier Edwin Lughofer arXiv_AI arXiv_AI Regularization Knowledge Pose Classification Relation Attention PDF
2022-03-29 Agreement or Disagreement in Noise-tolerant Mutual Learning? Jiarun Liu, Daguang Jiang, Yukun Yang, Ruirui Li arXiv_AI arXiv_AI Regularization Pose Deep_Learning PDF
2022-03-29 SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation Xiaoqing Guo, Jie Liu, Tongliang Liu, Yiyuan Yuan arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Knowledge Pose PDF
2022-03-29 Smooth Robust Tensor Completion for Background/Foreground Separation with Missing Pixels: Novel Algorithm with Convergence Guarantee Bo Shen, Weijun Xie, Zhenyu Kong arXiv_CV arXiv_CV Regularization Pose PDF
2022-03-28 Energy-based Latent Aligner for Incremental Learning K J Joseph, Salman Khan, Fahad Shahbaz Khan, Rao Muhammad Anwer, Vineeth N Balasubramanian arXiv_AI arXiv_AI Regularization Knowledge Pose Deep_Learning Detection Object_Detection PDF
2022-03-28 PAEDID: Patch Autoencoder Based Deep Image Decomposition For Pixel-level Defective Region Segmentation Shancong Mou, Meng Cao, Haoping Bai, Ping Huang, Jianjun Shi, Jiulong Shan arXiv_CV arXiv_CV Reconstruction Segmentation Unsupervised Regularization Pose Action Detection Contour Inference PDF
2022-03-27 Local-Adaptive Face Recognition via Graph-based Meta-Clustering and Regularized Adaptation Wenbin Zhu, Chien-Yi Wang, Kuan-Lun Tseng, Shang-Hong Lai, Baoyuan Wang arXiv_CV arXiv_CV Embedding Recognition Optimization Regularization Pose Face Face_Recognition PDF
2022-03-27 MutexMatch: Semi-supervised Learning with Mutex-based Consistency Regularization Yue Duan, Zhen Zhao, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi, Yang Gao arXiv_CV arXiv_CV Regularization Pose PDF
2022-03-27 Benchmarking Deep AUROC Optimization: Loss Functions and Algorithmic Choices Dixian Zhu, Xiaodong Wu, Tianbao Yang arXiv_AI arXiv_AI Optimization Regularization Classification Deep_Learning PDF
2022-03-25 A Cross-Domain Approach for Continuous Impression Recognition from Dyadic Audio-Visual-Physio Signals Yuanchao Li, Catherine Lai arXiv_SD arXiv_SD Enhancement Recognition Regularization Knowledge Pose Relation Attention PDF
2022-03-25 Continuous Dynamic-NeRF: Spline-NeRF Julian Knodt arXiv_CV arXiv_CV Reconstruction Regularization Pose PDF
2022-03-25 Class-Incremental Learning for Action Recognition in Videos Jaeyoo Park, Minsoo Kang, Bohyung Han arXiv_CV arXiv_CV Recognition Regularization Knowledge Pose Action_Recognition Action PDF
2022-03-25 Continual Test-Time Domain Adaptation Qin Wang, Olga Fink, Luc Van Gool, Dengxin Dai arXiv_CV arXiv_CV Segmentation Regularization Knowledge Pose Classification Prediction PDF
2022-03-25 Single Model Ensemble for Subword Regularized Models in Low-Resource Machine Translation Sho Takase, Tatsuya Hiraoka, Naoaki Okazaki arXiv_CL arXiv_CL Segmentation Regularization Pose Inference Prediction PDF
2022-03-24 Tackling Online One-Class Incremental Learning by Removing Negative Contrasts Nader Asadi, Sudhir Mudur, Eugene Belilovsky arXiv_AI arXiv_AI Regularization Self-Supervised Pose Contrastive_Learning PDF
2022-03-24 Towards Exemplar-Free Continual Learning in Vision Transformers: an Account of Attention, Functional and Weight Regularization Francesco Pelosin, Saurav Jha, Andrea Torsello, Bogdan Raducanu, Joost van de Weijer arXiv_CV arXiv_CV Transformer Embedding Recognition Regularization Knowledge Pose Attention PDF
2022-03-24 Repairing Group-Level Errors for DNNs Using Weighted Regularization Ziyuan Zhong, Yuchi Tian, Conor J.Sweeney, Vicente Ordonez-Roman, Baishakhi Ray arXiv_AI arXiv_AI Regularization Pose Classification Image_Classification Inference PDF
2022-03-24 Feature visualization for convolutional neural network models trained on neuroimaging data Fabian Eitel, Anna Melkonyan, Kerstin Ritter arXiv_CV arXiv_CV Regularization Knowledge Classification Detection CNN PDF
2022-03-24 A Deep-Discrete Learning Framework for Spherical Surface Registration Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson arXiv_CV arXiv_CV Unsupervised Regularization Pose Face Classification Deep_Learning PDF
2022-03-24 Industrial Style Transfer with Large-scale Geometric Warping and Content Preservation Jinchao Yang, Fei Guo, Shuo Chen, Jun Li, Jian Yang arXiv_CV arXiv_CV Unsupervised Style_Transfer Regularization Knowledge Pose PDF
2022-03-23 Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation Yanwu Xu, Shaoan Xie, Wenhao Wu, Kun Zhang, Mingming Gong, Kayhan Batmanghelich arXiv_CV arXiv_CV Regularization Adversarial Pose Contrastive_Learning Face GAN PDF
2022-03-23 Enhancing Classifier Conservativeness and Robustness by Polynomiality Ziqi Wang, Marco Loog arXiv_CV arXiv_CV Regularization Adversarial Pose PDF
2022-03-23 Q-FW: A Hybrid Classical-Quantum Frank-Wolfe for Quadratic Binary Optimization Alp Yurtsever, Tolga Birdal, Vladislav Golyanik arXiv_CV arXiv_CV Optimization Regularization QA Matching PDF
2022-03-23 Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection Tulika Bose, Nikolaos Aletras, Irina Illina, Dominique Fohr arXiv_CL arXiv_CL Regularization Speech Pose Detection Relation PDF
2022-03-23 ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention Yang Liu, Jiaxiang Liu, Li Chen, Yuxiang Lu, Shikun Feng, Zhida Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang arXiv_CL arXiv_CL Transformer Text_Classification Sparse Regularization Pose Classification Attention QA PDF
2022-03-23 Scale-Equivalent Distillation for Semi-Supervised Object Detection Qiushan Guo, Yao Mu, Jianyu Chen, Tianqi Wang, Yizhou Yu, Ping Luo arXiv_CV arXiv_CV Regularization Knowledge Pose Detection Object_Detection PDF
2022-03-22 Deep Portrait Delighting Joshua Weir, Junhong Zhao, Andrew Chalmers, Taehyun Rhee arXiv_CV arXiv_CV Regularization Face PDF
2022-03-22 GradViT: Gradient Inversion of Vision Transformers Ali Hatamizadeh, Hongxu Yin, Holger Roth, Wenqi Li, Jan Kautz, Daguang Xu, Pavlo Molchanov arXiv_CV arXiv_CV Transformer Optimization Regularization Pose Quantitative Attention Matching PDF
2022-03-22 Task-guided Disentangled Tuning for Pretrained Language Models Jiali Zeng, Yufan Jiang, Shuangzhi Wu, Yongjing Yin, Mu Li arXiv_CL arXiv_CL Regularization Pose Language_Model PDF
2022-03-21 Domain Generalization by Mutual-Information Regularization with Pre-trained Models Junbum Cha, Kyungjae Lee, Sungrae Park, Sanghyuk Chun arXiv_CV arXiv_CV Regularization PDF
2022-03-21 The activity-weight duality in feed forward neural networks: The geometric determinants of generalization Yu Feng, Yuhai Tu arXiv_AI arXiv_AI Gradient_Descent Regularization Pose Activity PDF
2022-03-21 Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition Aaron Reich, Jiaao Chen, Aastha Agrawal, Yanzhe Zhang, Diyi Yang arXiv_CL arXiv_CL Recognition Regularization Adversarial Pose PDF
2022-03-20 Small Batch Sizes Improve Training of Low-Resource Neural MT Àlex R. Atrio, Andrei Popescu-Belis arXiv_AI arXiv_AI Transformer Regularization PDF
2022-03-20 Hierarchical Inductive Transfer for Continual Dialogue Learning Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun arXiv_AI arXiv_AI Regularization Knowledge Pose PDF
2022-03-20 Attri-VAE: attribute-based, disentangled and interpretable representations of medical images with variational autoencoders Irem Cetin, Oscar Camara, Miguel Angel Gonzalez Ballester arXiv_AI arXiv_AI Reconstruction Regularization Pose Quantitative Deep_Learning Relation Attention Medical PDF
2022-03-19 TO-FLOW: Efficient Continuous Normalizing Flows with Temporal Optimization adjoint with Moving Speed Shian Du, Yihong Luo, Wei Chen, Jian Xu, Delu Zeng arXiv_CV arXiv_CV Optimization Regularization Pose PDF
2022-03-18 Nonnegative-Constrained Joint Collaborative Representation with Union Dictionary for Hyperspectral Anomaly Detection Shizhen Chang, Pedram Ghamisi arXiv_CV arXiv_CV Image_Caption Optimization Regularization Pose Detection Object_Detection PDF
2022-03-18 Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation Dayan Guan, Jiaxing Huang, Aoran Xiao, Shijian Lu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Prediction PDF
2022-03-18 Elastica Models for Color Image Regularization Hao Liu, Xue-Cheng Tai, Ron Kimmel, Roland Glowinski arXiv_CV arXiv_CV 3D Regularization Pose Face Relation PDF
2022-03-18 Learning Consistency from High-quality Pseudo-labels for Weakly Supervised Object Localization Kangbo Sun, Jie Zhu arXiv_CV arXiv_CV Weakly_Supervised Regularization Pose Classification Prediction PDF
2022-03-18 Soft Smoothness for Audio Inpainting Using a Latent Matrix Model in Delay-embedded Space Tatsuya Yokota arXiv_SD arXiv_SD Reconstruction Embedding Inpainting Sparse Regularization Pose CNN PDF
2022-03-17 One-Shot Adaptation of GAN in Just One CLIP Gihyun Kwon, Jong Chul Ye arXiv_AI arXiv_AI Optimization Regularization Pose Quantitative Relation GAN PDF
2022-03-17 Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists Giuseppe Attanasio, Debora Nozza, Dirk Hovy, Elena Baralis arXiv_CL arXiv_CL Bert Regularization Knowledge Speech Pose Classification Detection Attention Prediction PDF
2022-03-17 An Active Contour Model with Local Variance Force Term and Its Efficient Minimization Solver for Multi-phase Image Segmentation Chaoyu Liu, Zhonghua Qiao, Qian Zhang arXiv_CV arXiv_CV Segmentation Regularization Pose Contour PDF
2022-03-16 Learning Representation for Bayesian Optimization with Collision-free Regularization Fengxue Zhang, Brian Nord, Yuxin Chen arXiv_AI arXiv_AI Embedding Optimization Regularization Pose PDF
2022-03-16 Non-isotropy Regularization for Proxy-based Deep Metric Learning Karsten Roth, Oriol Vinyals, Zeynep Akata arXiv_CV arXiv_CV Regularization Pose Relation PDF
2022-03-15 Revitalize Region Feature for Democratizing Video-Language Pre-training Guanyu Cai, Yixiao Ge, Alex Jinpeng Wang, Rui Yan, Xudong Lin, Ying Shan, Lianghua He, Xiaohu Qie, Jianping Wu, Mike Zheng Shou arXiv_CV arXiv_CV OCR Sparse Regularization Relation Video_Retrieval PDF
2022-03-14 NeILF: Neural Incident Light Field for Physically-based Material Estimation Yao Yao, Jingyang Zhang, Jingbo Liu, Yihang Qu, Tian Fang, David McKinnon, Yanghai Tsin, Long Quan arXiv_CV arXiv_CV Bert Optimization Regularization Pose Face PDF
2022-03-14 Don't Get Me Wrong: How to apply Deep Visual Interpretations to Time Series Christoffer Loeffler, Wei-Cheng Lai, Bjoern Eskofier, Dario Zanca, Lukas Schmidt, Christopher Mutschler arXiv_AI arXiv_AI Segmentation Regularization Pose Classification Deep_Learning Recommendation PDF
2022-03-14 CAR: Class-aware Regularizations for Semantic Segmentation Ye Huang, Di Kang, Liang Chen, Xuefei Zhe, Wenjing Jia, Xiangjian He, Linchao Bao arXiv_CV arXiv_CV Segmentation Semantic_Segmentation OCR Represenation_Learning Regularization Pose Inference Prediction PDF
2022-03-14 Disentangled Representation Learning for Text-Video Retrieval Qiang Wang, Yanhao Zhang, Yun Zheng, Pan Pan, Xian-Sheng Hua arXiv_CV arXiv_CV Optimization Represenation_Learning Regularization Pose Action Relation Video_Retrieval Matching PDF
2022-03-14 Rethinking Minimal Sufficient Representation in Contrastive Learning Haoqing Wang, Xun Guo, Zhi-Hong Deng, Yan Lu arXiv_CV arXiv_CV Represenation_Learning Regularization Self-Supervised Pose Contrastive_Learning PDF
2022-03-14 SimMatch: Semi-supervised Learning with Similarity Matching Mingkai Zheng, Shan You, Lang Huang, Fei Wang, Chen Qian, Chang Xu arXiv_CV arXiv_CV Regularization Pose Relation Prediction Matching PDF
2022-03-13 Worst Case Matters for Few-Shot Recognition Minghao Fu, Yun-Hao Cao, Jianxin Wu arXiv_AI arXiv_AI Recognition Regularization Pose Few-Shot PDF
2022-03-12 A Survey in Adversarial Defences and Robustness in NLP Shreya Goyal, Sumanth Doddapaneni, Mitesh M.Khapra, Balaraman Ravindran arXiv_CL arXiv_CL Recognition Text_Classification Regularization Review Adversarial Pose Survey Classification PDF
2022-03-12 Differentiated Relevances Embedding for Group-based Referring Expression Comprehension Fuhai Chen, Xiaoshuai Sun, Xuri Ge, Jianzhuang Liu, Yongjian Wu, Feiyue Huang, Rongrong Ji arXiv_CV arXiv_CV Embedding Regularization Pose PDF
2022-03-10 On-the-Fly Test-time Adaptation for Medical Image Segmentation Jeya Maria Jose Valanarasu, Pengfei Guo, Vibashan VS, Vishal M. Patel arXiv_CV arXiv_CV Segmentation Unsupervised 3D Zero-Shot Regularization Pose Deep_Learning Medical CNN Inference PDF
2022-03-10 Multi-Channel Convolutional Analysis Operator Learning for Dual-Energy CT Reconstruction Alessandro Perelli, Suxer Alfonso Garcia, Alexandre Bousse, Jean-Pierre Tasu, Nikolaos Efthimiadis, Dimitris Visvikis arXiv_CV arXiv_CV Reconstruction Optimization Sparse Regularization Pose Quantitative CNN PDF
2022-03-10 Autofocusing+: Noise-Resilient Motion Correction in Magnetic Resonance Imaging Ekaterina Kuzmina, Artem Razumov, Oleg Y. Rogov, Elfar Adalsteinsson, Jacob White, Dmitry V. Dylov arXiv_CV arXiv_CV Restoration Optimization Regularization Pose Emotion Deep_Learning PDF
2022-03-10 Look Backward and Forward: Self-Knowledge Distillation with Bidirectional Decoder for Neural Machine Translation Xuanwei Zhang, Libin Shen, Disheng Pan, Liang Wang, Yanjun Miao arXiv_CL arXiv_CL Transformer Regularization Knowledge Pose NMT Prediction PDF
2022-03-10 Label-efficient Hybrid-supervised Learning for Medical Image Segmentation Junwen Pan, Qi Bi, Yanzhan Yang, Pengfei Zhu, Cheng Bian arXiv_CV arXiv_CV Segmentation Regularization Pose Medical PDF
2022-03-10 MetAug: Contrastive Learning via Meta Feature Augmentation Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Hui Xiong arXiv_CV arXiv_CV Optimization Regularization Pose Contrastive_Learning PDF
2022-03-09 The Transitive Information Theory and its Application to Deep Generative Models Trung Ngo, Ville Hautamäki, Merja Heinäniemi arXiv_AI arXiv_AI Reconstruction Regularization Inference PDF
2022-03-09 What Matters For Meta-Learning Vision Regression Tasks? Ning Gao, Hanna Ziesche, Ngo Anh Vien, Michael Volpp, Gerhard Neumann arXiv_AI arXiv_AI Pose_Estimation Regularization Pose Contrastive_Learning Quantitative Classification Deep_Learning Few-Shot Recommendation PDF
2022-03-09 FlexIT: Towards Flexible Semantic Image Translation Guillaume Couairon, Asya Grechka, Jakob Verbeek, Holger Schwenk, Matthieu Cord arXiv_CV arXiv_CV Embedding Regularization Pose Face GAN PDF
2022-03-09 Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing Chao Lou, Songlin Yang, Kewei Tu arXiv_CL arXiv_CL Recognition Regularization Pose Detection Attention Inference PDF
2022-03-09 CITS: Coherent Ising Tree Search Algorithm Towards Solving Combinatorial Optimization Problems Cen Yunuo, Das Debasis, Fong Xuanyao arXiv_AI arXiv_AI Optimization Regularization Pose Attention PDF
2022-03-08 End-to-End Semi-Supervised Learning for Video Action Detection Akash Kumar, Yogesh Singh Rawat arXiv_CV arXiv_CV Segmentation Regularization Pose Action Classification Detection Prediction PDF
2022-03-08 Gait Recognition with Mask-based Regularization Chuanfu Shen, Beibei Lin, Shunli Zhang, George Q. Huang, Shiqi Yu, Xin Yu arXiv_CV arXiv_CV Recognition Gait_Recognition Regularization Pose CNN PDF
2022-03-08 Policy Regularization for Legible Behavior Michele Persiani, Thomas Hellström arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose Action PDF
2022-03-08 Universal Prototype Transport for Zero-Shot Action Recognition and Localization Pascal Mettes arXiv_CV arXiv_CV Recognition Zero-Shot Regularization Pose Action_Recognition Action Classification Inference PDF
2022-03-08 Visual anomaly detection in video by variational autoencoder Faraz Waseem (yahoo), Rafael Perez Martinez (Stanford University), Chris Wu (Stanford University) arXiv_CV arXiv_CV Surveillance Unsupervised RNN Regularization Detection CNN PDF
2022-03-08 Unknown-Aware Object Detection: Learning What You Don't Know from Videos in the Wild Xuefeng Du, Xin Wang, Gabriel Gozum, Yixuan Li arXiv_CV arXiv_CV Regularization Pose Detection Object_Detection Prediction PDF
2022-03-07 Barlow constrained optimization for Visual Question Answering Abhishek Jha, Badri N. Patro, Luc Van Gool, Tinne Tuytelaars arXiv_CV arXiv_CV Embedding Optimization Regularization Pose Action Relation VQA QA PDF
2022-03-07 Multi-Modal Attribute Extraction for E-Commerce Aloïs De la Comble, Anuvabh Dutt, Pablo Montalvo, Aghiles Salah arXiv_CV arXiv_CV Regularization Pose Action GAN PDF
2022-03-07 Precognition in Task-oriented Dialogue Understanding: Posterior Regularization by Future Context Nan Su, Yuchi Zhang, Chao Liu, Bingzhu Du, Yongliang Wang arXiv_CL arXiv_CL Recognition Regularization Pose Emotion Inference PDF
2022-03-07 Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-robust Makeup Transfer Shengshan Hu, Xiaogeng Liu, Yechao Zhang, Minghui Li, Leo Yu Zhang, Hai Jin, Libing Wu arXiv_CV arXiv_CV Surveillance Recognition Regularization Adversarial Pose Face Face_Recognition GAN PDF
2022-03-07 Differentially Private Federated Learning with Local Regularization and Sparsification Anda Cheng, Peisong Wang, Xi Sheryl Zhang, Jian Cheng arXiv_CV arXiv_CV Regularization Pose PDF
2022-03-05 Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation Cong Cao, Tianwei Lin, Dongliang He, Fu Li, Huanjing Yue, Jingyu Yang, Errui Ding arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Adversarial Pose PDF
2022-03-05 The Impact of Differential Privacy on Group Disparity Mitigation Victor Petrén Bach Hansen, Atula Tejaswi Neerkaje, Ramit Sawhney, Lucie Flek, Anders Søgaard arXiv_CL arXiv_CL Regularization PDF
2022-03-05 MaxDropoutV2: An Improved Method to Drop out Neurons in Convolutional Neural Networks Claudio Filipi Goncalves do Santos, Mateus Roder, Leandro A. Passos, João P. Papa arXiv_CV arXiv_CV Regularization Pose Deep_Learning CNN PDF
2022-03-05 IDmUNet: A new image decomposition induced network for sparse feature segmentation Yumeng Ren (1), Yiming Gao (2), Chunlin Wu (1), Xue-cheng Tai (3) ((1) School of Mathematical Sciences, Nankai University, Tianjin, China (2) College of Science, Nanjing University of Aeronautics and Astronautics, Nanjing, China (3) Department of Mathematics, Hong Kong Baptist University, China ) arXiv_CV arXiv_CV Segmentation Sparse Regularization Pose Medical PDF
2022-03-05 Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection Pang Youwei, Zhao Xiaoqi, Xiang Tian-Zhu, Zhang Lihe, Lu Huchuan arXiv_CV arXiv_CV Regularization Pose Detection Object_Detection Prediction PDF
2022-03-05 Boosting Crowd Counting via Multifaceted Attention Hui Lin, Zhiheng Ma, Rongrong Ji, Yaowei Wang, Xiaopeng Hong arXiv_CV arXiv_CV Transformer Regularization Pose Face Relation Attention PDF
2022-03-04 Plant Species Recognition with Optimized 3D Polynomial Neural Networks and Variably Overlapping Time-Coherent Sliding Window Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna arXiv_CV arXiv_CV Recognition 3D Regularization Pose CNN PDF
2022-03-04 BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation Wenqiao Zhang, Lei Zhu, James Hallinan, Andrew Makmur, Shengyu Zhang, Qingpeng Cai, Beng Chin Ooi arXiv_AI arXiv_AI Regularization Adversarial Pose Classification Medical Prediction PDF
2022-03-04 Patch Similarity Aware Data-Free Quantization for Vision Transformers Zhikai Li, Liping Ma, Mengjuan Chen, Junrui Xiao, Qingyi Gu arXiv_CV arXiv_CV Transformer Quantization Regularization Pose Attention CNN PDF
2022-03-04 Convolutional Analysis Operator Learning by End-To-End Training of Iterative Neural Networks Andreas Kofler, Christian Wald, Tobias Schaeffter, Markus Haltmeier, Christoph Kolbitsch arXiv_CV arXiv_CV Reconstruction Regularization CNN PDF
2022-03-04 Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation Chengwei Qin, Shafiq Joty arXiv_CL arXiv_CL Embedding Regularization Knowledge Self-Supervised Pose Relation Few-Shot PDF
2022-03-03 Nonlinear predictive models computation in ADPCM schemes Marcos Faundez-Zanuy arXiv_SD arXiv_SD Regularization Speech Pose Prediction PDF
2022-03-03 Recovering 3D Human Mesh from Monocular Images: A Survey Yating Tian, Hongwen Zhang, Yebin Liu, Limin Wang arXiv_CV arXiv_CV 3D Optimization Regularization Knowledge Pose Survey Deep_Learning Attention PDF
2022-03-03 Sparse Bayesian Optimization Sulin Liu, Qing Feng, David Eriksson, Benjamin Letham, Eytan Bakshy arXiv_AI arXiv_AI Optimization Sparse Regularization Pose Recommendation PDF
2022-03-03 Understanding Failure Modes of Self-Supervised Learning Neha Mukund Kalibhat, Kanika Narang, Liang Tan, Hamed Firooz, Maziar Sanjabi, Soheil Feizi arXiv_CV arXiv_CV Regularization Self-Supervised Pose Classification PDF
2022-03-03 On Learning Contrastive Representations for Learning with Noisy Labels Li Yi, Sheng Liu, Qi She, A. Ian McLeod, Boyu Wang arXiv_CV arXiv_CV Represenation_Learning Regularization Pose PDF
2022-03-03 Weakly Supervised Object Localization as Domain Adaption Lei Zhu, Qi She, Qian Chen, Yunfei You, Boyu Wang, Yanye Lu arXiv_CV arXiv_CV Weakly_Supervised Regularization Pose Classification PDF
2022-03-03 Constrained unsupervised anomaly segmentation Julio Silva-Rodríguez, Valery Naranjo, Jose Dolz arXiv_CV arXiv_CV Segmentation Unsupervised Optimization Regularization Knowledge Pose Attention PDF
2022-03-03 $β$-DARTS: Beta-Decay Regularization for Differentiable Architecture Search Peng Ye, Baopu Li, Yikang Li, Tao Chen, Jiayuan Fan, Wanli Ouyang arXiv_AI arXiv_AI NAS Regularization Pose Attention PDF
2022-03-03 Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks Chanyong Jung, Gihyun Kwon, Jong Chul Ye arXiv_CV arXiv_CV Regularization Pose Contrastive_Learning Relation GAN PDF
2022-03-03 CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision Ke Zhang, Xiahai Zhuang arXiv_CV arXiv_CV Segmentation Regularization Pose Medical PDF
2022-03-02 iMVS: Improving MVS Networks by Learning Depth Discontinuities Nail Ibrahimli, Hugo Ledoux, Julian Kooij, Liangliang Nan arXiv_CV arXiv_CV Reconstruction Regularization PDF
2022-03-02 Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation Yicheng Wu, Zhonghua Wu, Qianyi Wu, Zongyuan Ge, Jianfei Cai arXiv_CV arXiv_CV Segmentation Regularization Adversarial Pose Medical PDF
2022-03-02 Weakly Supervised Correspondence Learning Zihan Wang, Zhangjie Cao, Yilun Hao, Dorsa Sadigh arXiv_AI arXiv_AI Unsupervised Weakly_Supervised Regularization Pose Action PDF
2022-03-01 Global-Local Regularization Via Distributional Robustness Hoang Phan, Trung Le, Trung Phung, Tuan Anh Bui, Nhat Ho, Dinh Phung arXiv_AI arXiv_AI Optimization Regularization Adversarial Pose PDF
2022-02-28 Robust Training under Label Noise by Over-parameterization Sheng Liu, Zhihui Zhu, Qing Qu, Chong You arXiv_AI arXiv_AI Sparse Regularization Pose Classification PDF
2022-02-28 Background Mixup Data Augmentation for Hand and Object-in-Contact Detection Koya Tango, Takehiko Ohkawa, Ryosuke Furuta, Yoichi Sato arXiv_AI arXiv_AI Regularization Pose Detection Object_Detection PDF
2022-02-28 TraceNet: Tracing and Locating the Key Elements in Sentiment Analysis Qinghua Zhao, Shuai Ma arXiv_AI arXiv_AI Sentiment_Classification Regularization Pose Classification Sentiment GAN PDF
2022-02-28 TC-Net: Triple Context Network for Automated Stroke Lesion Segmentation Xiuquan Du, Kunpeng Ma arXiv_CV arXiv_CV Segmentation 3D Regularization Pose Face Attention CNN PDF
2022-02-28 Quality-aware News Recommendation Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang arXiv_CL arXiv_CL Regularization Pose Attention Prediction Recommendation PDF
2022-02-28 PartAfford: Part-level Affordance Discovery from 3D Objects Chao Xu, Yixin Chen, He Wang, Song-Chun Zhu, Yixin Zhu, Siyuan Huang arXiv_CV arXiv_CV Reconstruction Unsupervised 3D Sparse Regularization Pose Action Attention Prediction PDF
2022-02-27 Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation Zhuang Li, Lizhen Qu, Qiongkai Xu, Tongtong Wu, Tianyang Zhan, Gholamreza Haffari arXiv_CL arXiv_CL Style_Transfer Represenation_Learning Regularization Pose Few-Shot PDF
2022-02-27 Topology-Preserving Segmentation Network: A Deep Learning Segmentation Framework for Connected Component Han Zhang, Lok Ming Lui arXiv_CV arXiv_CV Segmentation 3D Regularization Pose Deep_Learning Medical PDF
2022-02-26 Blind Image Super Resolution with Semantic-Aware Quantized Texture Prior Chaofeng Chen, Xinyu Shi, Yipeng Qin, Xiaoming Li, Xiaoguang Han, Tao Yang, Shihui Guo arXiv_CV arXiv_CV Super_Resolution Regularization Pose GAN Matching PDF
2022-02-25 Image reconstruction algorithms in radio interferometry: from handcrafted to learned denoisers Matthieu Terris, Arwa Dabbech, Chao Tang, Yves Wiaux arXiv_CV arXiv_CV Reconstruction Enhancement Optimization Regularization Pose Face Deep_Learning Denoising PDF
2022-02-25 Improved Dual Correlation Reduction Network Yue Liu, Sihang Zhou, Xinwang Liu, Wenxuan Tu, Xihong Yang arXiv_AI arXiv_AI Embedding Regularization Pose Relation CNN PDF
2022-02-24 Interpolation-based Contrastive Learning for Few-Label Semi-Supervised Learning Xihong Yang, Xiaochang Hu, Sihang Zhou, Xinwang Liu, En Zhu arXiv_CV arXiv_CV Embedding Regularization Pose Contrastive_Learning Classification Attention Prediction PDF
2022-02-24 Towards Unsupervised Domain Adaptation via Domain-Transformer Ren Chuan-Xian, Zhai Yi-Ming, Luo You-Wei, Li Meng-Xue arXiv_CV arXiv_CV Transformer Unsupervised Optimization Regularization Pose Action Attention CNN PDF
2022-02-22 Data-Consistent Local Superresolution for Medical Imaging Junqi Tang arXiv_CV arXiv_CV Reconstruction Regularization Pose Medical PDF
2022-02-22 Feature reconstruction from incomplete tomographic data without detour Simon Göppel, Jürgen Frikel, Markus Haltmeier arXiv_CV arXiv_CV Reconstruction Edge_Detection Segmentation Regularization Pose Detection Medical CNN PDF
2022-02-22 PointMatch: A Consistency Training Framework for Weakly SupervisedSemantic Segmentation of 3D Point Clouds Yushuang Wu, Zizheng Yan, Shengcai Cai, Guanbin Li, Yizhou Yu, Xiaoguang Han, Shuguang Cui arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Weakly_Supervised Sparse Represenation_Learning Regularization Pose Relation Attention PDF
2022-02-22 Semi-Supervised Learning and Data Augmentation in Wearable-based Momentary Stress Detection in the Wild Han Yu, Akane Sano arXiv_AI arXiv_AI Regularization Pose Classification Detection Prediction PDF
2022-02-21 A Self-Supervised Descriptor for Image Copy Detection Ed Pizzi, Sreya Dutta Roy, Sugosh Nagavara Ravindra, Priya Goyal, Matthijs Douze arXiv_CV arXiv_CV Regularization Self-Supervised Contrastive_Learning Classification Detection Image_Classification Matching PDF
2022-02-21 Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning Dong Gong, Qingsen Yan, Yuhang Liu, Anton van den Hengel, Javen Qinfeng Shi arXiv_CV arXiv_CV Sparse Regularization Knowledge Pose PDF
2022-02-20 Alternative design of DeepPDNet in the context of image restoration Mingyuan Jiu, Nelly Pustelnik arXiv_CV arXiv_CV Restoration Sparse Regularization PDF
2022-02-19 Bit-wise Training of Neural Network Weights Cristian Ivan arXiv_AI arXiv_AI Sparse Regularization CNN PDF
2022-02-18 Geometric Algebra based Embeddings for Staticand Temporal Knowledge Graph Completion Chengjin Xu, Mojtaba Nayyeri, Yung-Yu Chen, Jens Lehmann arXiv_AI arXiv_AI Embedding Represenation_Learning Regularization Knowledge Knowledge_Graph Pose Relation Attention Prediction PDF
2022-02-18 A Molecular Prior Distribution for Bayesian Inference Based on Wilson Statistics Marc Aurèle Gilles, Amit Singer arXiv_CV arXiv_CV Reconstruction Regularization Relation Inference PDF
2022-02-17 Single UHD Image Dehazing via Interpretable Pyramid Network Boxue Xiao, Zhuoran Zheng, Xiang Chen, Chen Lv, Yunliang Zhuang, Tao Wang arXiv_CV arXiv_CV Reconstruction Optimization Regularization Pose PDF
2022-02-17 End-to-End Training of Both Translation Models in the Back-Translation Framework DongNyeong Heo, Heeyoul Choi arXiv_CL arXiv_CL Regularization Pose NMT PDF
2022-02-16 Learning Smooth Neural Functions via Lipschitz Regularization Hsueh-Ti Derek Liu, Francis Williams, Alec Jacobson, Sanja Fidler, Or Litany arXiv_CV arXiv_CV Reconstruction Point_Cloud 3D Regularization Quantitative PDF
2022-02-15 Improving Pedestrian Prediction Models with Self-Supervised Continual Learning Luzia Knoedler, Chadi Salmi, Hai Zhu, Bruno Brito, Javier Alonso-Mora arXiv_RO arXiv_RO Tracking Regularization Knowledge Self-Supervised Detection Autonomous Prediction PDF
2022-02-15 Personalized Prompt Learning for Explainable Recommendation Lei Li, Yongfeng Zhang, Li Chen arXiv_AI arXiv_AI Transformer RNN Regularization Pose Recommendation PDF
2022-02-15 L2C2: Locally Lipschitz Continuous Constraint towards Stable and Smooth Reinforcement Learning Taisuke Kobayashi arXiv_RO arXiv_RO Reinforcement_Learning Regularization Pose Action PDF
2022-02-14 Continual Learning from Demonstration of Robotic Skills Sayantan Auddy, Jakob Hollenstein, Matteo Saveriano, Antonio Rodríguez-Sánchez, Justus Piater arXiv_RO arXiv_RO Regularization Knowledge Pose PDF
2022-02-14 Analytic Learning of Convolutional Neural Network For Pattern Recognition Huiping Zhuang, Zhiping Lin, Yimin Yang, Kar-Ann Toh arXiv_CV arXiv_CV Recognition Regularization Pose Classification CNN Prediction PDF
2022-02-13 Supported Policy Optimization for Offline Reinforcement Learning Jialong Wu, Haixu Wu, Zihan Qiu, Jianmin Wang, Mingsheng Long arXiv_AI arXiv_AI Reinforcement_Learning Optimization Regularization Action Inference PDF
2022-02-11 Motion Correction and Volumetric Reconstruction for Fetal Functional Magnetic Resonance Imaging Data Daniel Sobotka, Michael Ebner, Ernst Schwartz, Karl-Heinz Nenning, Athena Taymourtash, Tom Vercauteren, Sebastien Ourselin, Gregor Kasprian, Daniela Prayer, Georg Langs, Roxane Licandro arXiv_CV arXiv_CV Reconstruction 3D Regularization Pose Relation PDF
2022-02-11 Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels Ming Li, Yingying Fang, Zeyu Tang, Chibudom Onuorah, Jun Xia, Javier Del Ser, Simon Walsh, Guang Yang arXiv_CV arXiv_CV Segmentation Regularization Pose Classification PDF
2022-02-11 A Unified Perspective on Value Backup and Exploration in Monte-Carlo Tree Search Tuan Dam, Carlo D'Eramo, Jan Peters, Joni Pajarinen arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose PDF
2022-02-11 Support Vectors and Gradient Dynamics for Implicit Bias in ReLU Networks Sangmin Lee, Byeongsu Sim, Jong Chul Ye arXiv_AI arXiv_AI Gradient_Descent Regularization PDF
2022-02-11 Noise Augmentation Is All You Need For FGSM Fast Adversarial Training: Catastrophic Overfitting And Robust Overfitting Require Different Augmentation Chaoning Zhang, Kang Zhang, Axi Niu, Chenshuang Zhang, Jiu Feng, Chang D. Yoo, In So Kweon arXiv_AI arXiv_AI Regularization Adversarial Pose PDF
2022-02-10 Equivariance Regularization for Image Reconstruction Junqi Tang arXiv_CV arXiv_CV Reconstruction Gradient_Descent Optimization Sparse Regularization Pose PDF
2022-02-10 Monotonically Convergent Regularization by Denoising Yuyang Hu, Jiaming Liu, Xiaojian Xu, Ulugbek S. Kamilov arXiv_CV arXiv_CV Regularization Compressive_Sensing Denoising PDF
2022-02-09 Generating Training Data with Language Models: Towards Zero-Shot Language Understanding Yu Meng, Jiaxin Huang, Yu Zhang, Jiawei Han arXiv_CL arXiv_CL Bert Zero-Shot Regularization Classification Few-Shot Text_Generation Language_Model PDF
2022-02-09 Revisiting QMIX: Discriminative Credit Assignment by Gradient Entropy Regularization Jian Zhao, Yue Zhang, Xunhan Hu, Weixun Wang, Wengang Zhou, Jianye Hao, Jiangcheng Zhu, Houqiang Li arXiv_AI arXiv_AI Regularization Pose Action PDF
2022-02-09 Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks El Mehdi Achour (IMT), François Malgouyres (IMT), Franck Mamalet arXiv_AI arXiv_AI Optimization Regularization Pose CNN PDF
2022-02-09 Learning Robust Convolutional Neural Networks with Relevant Feature Focusing via Explanations Kazuki Adachi, Shin'ya Yamaguchi arXiv_CV arXiv_CV Recognition Regularization Pose Relation CNN Inference PDF
2022-02-09 Mathematical Cookbook for Snapshot Compressive Imaging Yaping Zhao arXiv_CV arXiv_CV Optimization Regularization Pose GAN PDF
2022-02-08 Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level Annotations Yonghao Xu, Pedram Ghamisi arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Sparse Regularization Pose Deep_Learning Prediction PDF
2022-02-08 Invertible Tabular GANs: Killing Two Birds with OneStone for Tabular Data Synthesis Jaehoon Lee, Jihyeon Hyeong, Jinsung Jeon, Noseong Park, Jihoon Cho arXiv_AI arXiv_AI Regularization Adversarial Pose Classification Attention GAN PDF
2022-02-07 Blind leads Blind: A Zero-Knowledge Attack on Federated Learning Jiyue Huang, Zilong Zhao, Lydia Y. Chen, Stefanie Roos arXiv_AI arXiv_AI Regularization Knowledge Adversarial Detection PDF
2022-02-05 Layer-wise Regularized Adversarial Training using Layers Sustainability Analysis framework Mohammad Khalooei, Mohammad Mehdi Homayounpour, Maryam Amirmazlaghani arXiv_CV arXiv_CV Regularization Adversarial Pose Face Classification CNN PDF
2022-02-05 LST: Lexicon-Guided Self-Training for Few-Shot Text Classification Hazel Kim, Jaeman Son, Yo-Sub Han arXiv_CL arXiv_CL Text_Classification Regularization Knowledge Classification Few-Shot Prediction PDF
2022-02-05 Aspect-based Sentiment Analysis through EDU-level Attentions Ting Lin, Aixin Sun, Yequan Wang arXiv_CL arXiv_CL Sparse Regularization Pose Sentiment Attention PDF
2022-02-04 Learning with Neighbor Consistency for Noisy Labels Ahmet Iscen, Jack Valmadre, Anurag Arnab, Cordelia Schmid arXiv_CV arXiv_CV Regularization Deep_Learning Prediction PDF
2022-02-04 Semi-Supervised Trajectory-Feedback Controller Synthesis for Signal Temporal Logic Specifications Karen Leung, Marco Pavone arXiv_RO arXiv_RO Regularization Adversarial Pose Action Quantitative PDF
2022-02-02 VOS:Learning What You Don't Know by Virtual Outlier Synthesis Xuefeng Du, Zhaoning Wang, Mu Cai, Yixuan Li arXiv_CV arXiv_CV Regularization Classification Detection Object_Detection Attention Image_Classification Prediction PDF
2022-02-02 Unpaired Image Super-Resolution with Optimal Transport Maps Milena Gazdieva, Litu Rout, Alexander Korotin, Alexander Filippov, Evgeny Burnaev arXiv_CV arXiv_CV Super_Resolution Optimization Regularization Adversarial Pose GAN PDF
2022-02-02 Hierarchical Shrinkage: improving the accuracy and interpretability of tree-based methods Abhineet Agarwal, Yan Shuo Tan, Omer Ronen, Chandan Singh, Bin Yu arXiv_AI arXiv_AI Regularization Prediction PDF
2022-02-01 On Regularizing Coordinate-MLPs Sameera Ramasinghe, Lachlan MacDonald, Simon Lucey arXiv_CV arXiv_CV Regularization Pose PDF
2022-02-01 Towards Positive Jacobian: Learn to Postprocess Diffeomorphic Image Registration with Matrix Exponential Soumyadeep Pal, Matthew Tennant, Nilanjan Ray arXiv_CV arXiv_CV Reconstruction 3D Regularization Pose Deep_Learning Medical PDF
2022-02-01 An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation Hritam Basak, Rajarshi Bhattacharya, Rukhshanda Hussain, Agniv Chatterjee arXiv_AI arXiv_AI Segmentation Regularization Adversarial Pose Medical PDF
2022-02-01 A deep residual learning implementation of Metamorphosis Matthis Maillard, Anton François, Joan Glaunès, Isabelle Bloch, Pietro Gori arXiv_CV arXiv_CV Segmentation Regularization Knowledge Pose Medical Inference PDF
2022-02-01 Memory-based Message Passing: Decoupling the Message for Propogation from Discrimination Jie Chen, Weiqi Liu, Jian Pu arXiv_AI arXiv_AI Embedding Represenation_Learning Regularization Pose PDF
2022-01-31 Proximal denoiser for convergent plug-and-play optimization with nonconvex regularization Samuel Hurault, Arthur Leclaire, Nicolas Papadakis arXiv_CV arXiv_CV Gradient_Descent Inpainting Super_Resolution Restoration Optimization Regularization Pose Denoising PDF
2022-01-31 Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations Amin Ghiasi, Hamid Kazemi, Steven Reich, Chen Zhu, Micah Goldblum, Tom Goldstein arXiv_CV arXiv_CV Transformer Regularization Knowledge Pose Classification Image_Classification PDF
2022-01-30 Co-Regularized Adversarial Learning for Multi-Domain Text Classification Yuan Wu, Diana Inkpen, Ahmed El-Roby arXiv_CL arXiv_CL Text_Classification Regularization Adversarial Pose Face Classification Prediction PDF
2022-01-29 Exact Decomposition of Joint Low Rankness and Local Smoothness Plus Sparse Matrices Jiangjun Peng, Yao Wang, Hongying Zhang, Jianjun Wang, Deyu Meng arXiv_CV arXiv_CV Surveillance 3D Optimization Sparse Regularization Pose PDF
2022-01-29 BREAK: Bronchi Reconstruction by gEodesic transformation And sKeleton embedding Weihao Yu, Hao Zheng, Minghui Zhang, Hanxiao Zhang, Jiayuan Sun, Jie Yang arXiv_CV arXiv_CV Reconstruction Segmentation Embedding Regularization CNN PDF
2022-01-29 2D+3D facial expression recognition via embedded tensor manifold regularization Yunfang Fu, Qiuqi Ruan, Ziyan Luo, Gaoyun An, Yi Jin, Jun Wan arXiv_CV arXiv_CV Recognition 3D Optimization Regularization Pose Face Classification Relation Prediction PDF
2022-01-28 Do You Need the Entropy Reward ? Haonan Yu, Haichao Zhang, Wei Xu arXiv_AI arXiv_AI Regularization Pose PDF
2022-01-28 Physics-informed neural networks to learn cardiac fiber orientation from multiple electroanatomical maps Carlos Ruiz Herrera, Thomas Grandits, Gernot Plank, Paris Perdikaris, Francisco Sahli Costabal, Simone Pezzuto arXiv_AI arXiv_AI Sparse Regularization Pose GAN PDF
2022-01-27 Implicit Regularization in Hierarchical Tensor Factorization and Deep Convolutional Neural Networks Noam Razin, Asaf Maman, Nadav Cohen arXiv_AI arXiv_AI Regularization Deep_Learning CNN PDF
2022-01-27 DiriNet: A network to estimate the spatial and spectral degradation functions Ting Hu arXiv_AI arXiv_AI Regularization Knowledge Pose PDF
2022-01-27 Revisiting RCAN: Improved Training for Image Super-Resolution Zudi Lin, Prateek Garg, Atmadeep Banerjee, Salma Abdel Magid, Deqing Sun, Yulun Zhang, Luc Van Gool, Donglai Wei, Hanspeter Pfister arXiv_CV arXiv_CV Super_Resolution Regularization CNN Prediction PDF
2022-01-26 Improving robustness and calibration in ensembles with diversity regularization Hendrik Alexander Mehrtens, Camila González, Anirban Mukhopadhyay arXiv_AI arXiv_AI Regularization Classification Detection PDF
2022-01-25 AggMatch: Aggregating Pseudo Labels for Semi-Supervised Learning Jiwon Kim, Kwangrok Ryoo, Gyuseong Lee, Seokju Cho, Junyoung Seo, Daehwan Kim, Hansang Cho, Seungryong Kim arXiv_CV arXiv_CV Regularization Pose PDF
2022-01-25 Neuro-Symbolic Entropy Regularization Kareem Ahmed, Eric Wang, Kai-Wei Chang, Guy Van den Broeck arXiv_AI arXiv_AI Regularization Knowledge Pose Relation Prediction PDF
2022-01-24 A Novel Mix-normalization Method for Generalizable Multi-source Person Re-identification Lei Qi, Lei Wang, Yinghuan Shi, Xin Geng arXiv_CV arXiv_CV Person_Re-identification Regularization Pose Re-identification PDF
2022-01-24 Improving Factored Hybrid HMM Acoustic Modeling without State Tying Tina Raissi, Eugen Beck, Ralf Schlüter, Hermann Ney arXiv_SD arXiv_SD Regularization Speech Classification Language_Model PDF
2022-01-24 Homotopic Policy Mirror Descent: Policy Convergence, Implicit Regularization, and Improved Sample Complexity Yan Li, Tuo Zhao, Guanghui Lan arXiv_AI arXiv_AI Optimization Regularization Pose Action PDF
2022-01-23 vCLIMB: A Novel Video Class Incremental Learning Benchmark Andrés Villa, Kumail Alhamoud, Juan León Alcázar, Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem arXiv_CV arXiv_CV Regularization PDF
2022-01-22 Implicit Bias of Projected Subgradient Method Gives Provable Robust Recovery of Subspaces of Unknown Codimension Paris V. Giampouras, Benjamin D. Haeffele, René Vidal arXiv_CV arXiv_CV Gradient_Descent Represenation_Learning Regularization Pose PDF
2022-01-22 Adaptive DropBlock Enhanced Generative Adversarial Networks for Hyperspectral Image Classification Junjie Wang, Feng Gao, Junyu Dong, Qian Du arXiv_CV arXiv_CV Regularization Adversarial Pose Classification GAN Image_Classification PDF
2022-01-21 Contrastive and Selective Hidden Embeddings for Medical Image Segmentation Zhuowei Li, Zihao Liu, Zhiqiang Hu, Qing Xia, Ruiqin Xiong, Shaoting Zhang, Dimitris Metaxas, Tingting Jiang arXiv_CV arXiv_CV Segmentation Embedding Regularization Pose Contrastive_Learning Medical PDF
2022-01-21 Reinforcement Learning Your Way: Agent Characterization through Policy Regularization Charl Maree, Christian Omlin arXiv_AI arXiv_AI Reinforcement_Learning Regularization PDF
2022-01-21 SegTransVAE: Hybrid CNN -- Transformer with Regularization for medical image segmentation Quan-Dung Pham (1), Hai Nguyen-Truong (1, 2 and 3), Nam Nguyen Phuong (1), Khoa N. A. Nguyen (1, 2 and 3) ((1) VinBrain JSC., Vietnam, (2) University of Science, Ho Chi Minh City, Vietnam, (3) Vietnam National University, Ho Chi Minh City, Vietnam) arXiv_CV arXiv_CV Transformer Segmentation Regularization Knowledge Pose Deep_Learning Medical Inference PDF
2022-01-21 Can Model Compression Improve NLP Fairness Guangxuan Xu, Qingyuan Hu arXiv_CL arXiv_CL Regularization Knowledge Attention Language_Model PDF
2022-01-20 Iterated Reasoning with Mutual Information in Cooperative and Byzantine Decentralized Teaming Sachin Konan, Esmaeil Seraj, Matthew Gombolay arXiv_AI arXiv_AI Reinforcement_Learning Regularization Action PDF
2022-01-20 Steerable Pyramid Transform Enables Robust Left Ventricle Quantification Xiangyang Zhu, Kede Ma, Wufeng Xue arXiv_CV arXiv_CV Regularization Adversarial Pose CNN Prediction PDF
2022-01-20 Informative Pseudo-Labeling for Graph Neural Networks with Few Labels Yayong Li, Jie Yin, Ling Chen arXiv_AI arXiv_AI Regularization Self-Supervised Pose Classification PDF
2022-01-19 Simpler is better: spectral regularization and up-sampling techniques for variational autoencoders Sara Björk, Jonas Nordhaug Myhre, Thomas Haugland Johansen arXiv_CV arXiv_CV Regularization Adversarial Pose GAN PDF
2022-01-19 Unveiling Project-Specific Bias in Neural Code Models Zhiming Li, Yanzhou Li, Tianlin Li, Mengnan Du, Bozhi Wu, Yushi Cao, Xiaofei Xie, Yi Li, Yang Liu arXiv_AI arXiv_AI Regularization Knowledge Adversarial Pose Detection Relation Inference Prediction PDF
2022-01-18 Convergence of policy gradient for entropy regularized MDPs with neural network approximation in the mean-field regime Bekzhan Kerimkulov, James-Michael Leahy, David Šiška, Lukasz Szpruch arXiv_AI arXiv_AI Regularization Action PDF
2022-01-18 Deep Equilibrium Models for Video Snapshot Compressive Imaging Yaping Zhao, Siming Zheng, Xin Yuan arXiv_CV arXiv_CV Reconstruction RNN Regularization Pose Quantitative Deep_Learning PDF
2022-01-18 When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework Xinyi Zou, Yan Yan, Jing-Hao Xue, Si Chen, Hanzi Wang arXiv_CV arXiv_CV Recognition Regularization Pose Emotion Few-Shot Inference PDF
2022-01-18 Pruning-aware Sparse Regularization for Network Pruning Nanfei Jiang, Xu Zhao, Chaoyang Zhao, Yongqi An, Ming Tang, Jinqiao Wang arXiv_AI arXiv_AI Sparse Regularization Pose CNN PDF
2022-01-16 ALA: Adversarial Lightness Attack via Naturalness-aware Regularizations Liangru Sun, Felix Juefei-Xu, Yihao Huang, Qing Guo, Jiayi Zhu, Jincao Feng, Yang Liu, Geguang Pu arXiv_AI arXiv_AI Recognition Regularization Adversarial Pose Classification Denoising Image_Classification PDF
2022-01-16 Sequential Recommendation via Stochastic Self-Attention Ziwei Fan, Zhiwei Liu, Yu Wang, Alice Wang, Zahra Nazari, Lei Zheng, Hao Peng, Philip S. Yu arXiv_AI arXiv_AI Transformer Optimization Regularization Pose Relation Attention Recommendation PDF
2022-01-15 Learning Temporally and Semantically Consistent Unpaired Video-to-video Translation Through Pseudo-Supervision From Synthetic Optical Flow Kaihong Wang, Kumar Akash, Teruhisa Misu arXiv_CV arXiv_CV Unsupervised Regularization Pose Optical_Flow PDF
2022-01-13 STEdge: Self-training Edge Detection with Multi-layer Teaching and Regularization Yunfan Ye, Renjiao Yi, Zhiping Cai, Kai Xu arXiv_CV arXiv_CV Edge_Detection Regularization Salient Self-Supervised Pose Detection Prediction PDF
2022-01-13 Automatic Sparse Connectivity Learning for Neural Networks Zhimin Tang, Linkai Luo, Bike Xie, Yiyu Zhu, Rujie Zhao, Lvqing Bi, Chao Lu arXiv_AI arXiv_AI Sparse Regularization Pose Deep_Learning PDF
2022-01-11 In Defense of the Unitary Scalarization for Deep Multi-Task Learning Vitaly Kurin, Alessandro De Palma, Ilya Kostrikov, Shimon Whiteson, M. Pawan Kumar arXiv_CV arXiv_CV Reinforcement_Learning Optimization Regularization Pose PDF
2022-01-10 Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks Claudio Filipi Gonçalves dos Santos, João Paulo Papa arXiv_CV arXiv_CV Regularization Survey Classification Detection Object_Detection CNN Image_Classification PDF
2022-01-10 Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems Lianghao Xia, Chao Huang, Yong Xu, Huance Xu, Xiang Li, Weiguo Zhang arXiv_AI arXiv_AI Regularization Knowledge Action Deep_Learning Recommendation PDF
2022-01-10 Information-Theoretic Bias Reduction via Causal View of Spurious Correlation Seonguk Seo, Joon-Young Lee, Bohyung Han arXiv_AI arXiv_AI Unsupervised Recognition Regularization Pose Face Relation Face_Recognition Prediction PDF
2022-01-09 Enhanced total variation minimization for stable image reconstruction Congpei An, Hao-Ning Wu, Xiaoming Yuan arXiv_CV arXiv_CV Reconstruction Enhancement Regularization Pose Image_Enhancement Medical PDF
2022-01-08 Hyperspectral Image Denoising Using Non-convex Local Low-rank and Sparse Separation with Spatial-Spectral Total Variation Regularization Chong Peng, Yang Liu, Yongyong Chen, Xinxin Wu, Andrew Cheng, Zhao Kang, Chenglizhao Chen, Qiang Cheng arXiv_CV arXiv_CV Sparse Regularization Pose Denoising PDF
2022-01-08 RARA: Zero-shot Sim2Real Visual Navigation with Following Foreground Cues Klaas Kelchtermans, Tinne Tuytelaars arXiv_RO arXiv_RO Reinforcement_Learning Zero-Shot Regularization Action Quantitative PDF
2022-01-08 Relieving Long-tailed Instance Segmentation via Pairwise Class Balance Yin-Yin He, Peizhen Zhang, Xiu-Shen Wei, Xiangyu Zhang, Jian Sun arXiv_CV arXiv_CV Segmentation Regularization Pose Classification Prediction PDF
2022-01-07 Stay Positive: Knowledge Graph Embedding Without Negative Sampling Ainaz Hajimoradlou, Mehran Kazemi arXiv_AI arXiv_AI Embedding Regularization Knowledge Knowledge_Graph Pose Classification Relation PDF
2022-01-07 Offline Reinforcement Learning for Road Traffic Control Mayuresh Kunjir, Sanjay Chawla arXiv_AI arXiv_AI Reinforcement_Learning Regularization Action PDF
2022-01-06 Compact Bidirectional Transformer for Image Captioning Yuanen Zhou, Zhenzhen Hu, Daqing Liu, Huixia Ben, Meng Wang arXiv_CV arXiv_CV Image_Caption Transformer Regularization Action Caption PDF
2022-01-05 Learning Semantic Ambiguities for Zero-Shot Learning Celina Hanouti, Hervé Le Borgne arXiv_CV arXiv_CV Zero-Shot Regularization Pose PDF
2022-01-05 Neural KEM: A Kernel Method with Deep Coefficient Prior for PET Image Reconstruction Siqi Li, Kuang Gong, Ramsey D. Badawi, Edward J. Kim, Jinyi Qi, Guobao Wang arXiv_CV arXiv_CV Reconstruction Optimization Regularization Pose CNN PDF
2022-01-04 Weakly-supervised continual learning for class-incremental segmentation Gaston Lenczner, Adrien Chan-Hon-Tong, Nicola Luminari, Bertrand Le Saux arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation Regularization Pose Deep_Learning PDF
2022-01-02 Riemannian Nearest-Regularized Subspace Classification for Polarimetric SAR images Junfei Shi, Haiyan Jin arXiv_CV arXiv_CV Represenation_Learning Regularization Pose Classification Relation Image_Classification PDF
2021-12-31 InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering Mijeong Kim, Seonguk Seo, Bohyung Han arXiv_CV arXiv_CV Reconstruction Regularization Pose Few-Shot PDF
2021-12-30 Leveraging in-domain supervision for unsupervised image-to-image translation tasks via multi-stream generators Dvir Yerushalmi, Dov Danon, Amit H. Bermano arXiv_AI arXiv_AI Segmentation Unsupervised Semantic_Segmentation Regularization Knowledge Pose Detection PDF
2021-12-30 Continually Learning Self-Supervised Representations with Projected Functional Regularization Alex Gomez-Villa, Bartlomiej Twardowski, Lu Yu, Andrew D. Bagdanov, Joost van de Weijer arXiv_CV arXiv_CV Image_Caption Regularization Knowledge Self-Supervised Pose PDF
2021-12-29 Deep Graph Clustering via Dual Correlation Reduction Yue Liu, Wenxuan Tu, Sihang Zhou, Xinwang Liu, Linxuan Song, Xihong Yang, En Zhu arXiv_CV arXiv_CV Regularization Self-Supervised Pose Relation Attention PDF
2021-12-27 SPIDER: Searching Personalized Neural Architecture for Federated Learning Erum Mushtaq, Chaoyang He, Jie Ding, Salman Avestimehr arXiv_CV arXiv_CV NAS Regularization Inference PDF
2021-12-26 Neuro-Symbolic Hierarchical Rule Induction Claire Glanois, Xuening Feng, Zhaohui Jiang, Paul Weng, Matthieu Zimmer, Dong Li, Wulong Liu arXiv_AI arXiv_AI Embedding Reinforcement_Learning Regularization Pose GAN PDF
2021-12-26 Generative Kernel Continual learning Mohammad Mahdi Derakhshani, Xiantong Zhen, Ling Shao, Cees G. M. Snoek arXiv_AI arXiv_AI Regularization Classification PDF
2021-12-23 Pose Adaptive Dual Mixup for Few-Shot Single-View 3D Reconstruction Ta-Ying Cheng, Hsuan-Ru Yang, Niki Trigoni, Hwann-Tzong Chen, Tyng-Luh Liu arXiv_CV arXiv_CV Reconstruction 3D Regularization Pose Action Classification Few-Shot Prediction PDF
2021-12-22 Entropy-Regularized Partially Observed Markov Decision Processes Timothy L. Molloy, Girish N. Nair arXiv_AI arXiv_AI Regularization PDF
2021-12-22 Maximum Entropy on Erroneous Predictions : Improving model calibration for medical image segmentation Agostina Larrazabal, Cesar Martinez, Jose Dolz, Enzo Ferrante arXiv_CV arXiv_CV Segmentation Regularization Pose Medical Prediction PDF
2021-12-22 Robust learning of data anomalies with analytically-solvable entropic outlier sparsification Illia Horenko arXiv_AI arXiv_AI Unsupervised Regularization Pose Classification Detection PDF
2021-12-22 Joint-training on Symbiosis Networks for Deep Nueral Machine Translation models Zhengzhe Yu, Jiaxin Guo, Minghan Wang, Daimeng Wei, Hengchao Shang, Zongyao Li, Zhanglin Wu, Yuxia Wang, Yimeng Chen, Chang Su, Min Zhang, Lizhi Lei, shimin tao, Hao Yang arXiv_AI arXiv_AI Transformer Regularization Pose NMT PDF
2021-12-21 Can We Use Neural Regularization to Solve Depth Super-Resolution? Milena Gazdieva, Oleg Voynov, Alexey Artemov, Youyi Zheng, Luiz Velho, Evgeny Burnaev arXiv_CV arXiv_CV Super_Resolution Regularization PDF
2021-12-21 Point spread function estimation for blind image deblurring problems based on framelet transform Reza Parvaz arXiv_CV arXiv_CV Regularization Pose Face Action PDF
2021-12-21 Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement Yichao Du, Zhirui Zhang, Weizhi Wang, Boxing Chen, Jun Xie, Tong Xu arXiv_CL arXiv_CL Recognition Regularization Speech Pose Speech_Recognition PDF
2021-12-21 Generalized Few-Shot Semantic Segmentation: All You Need is Fine-Tuning Josh Myers-Dean, Yinan Zhao, Brian Price, Scott Cohen, Danna Gurari arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose Few-Shot PDF
2021-12-20 RvS: What is Essential for Offline RL via Supervised Learning? Scott Emmons, Benjamin Eysenbach, Ilya Kostrikov, Sergey Levine arXiv_AI arXiv_AI Transformer Reinforcement_Learning Regularization PDF
2021-12-20 General Greedy De-bias Learning Xinzhe Han, Shuhui Wang, Chi Su, Qingming Huang, Qi Tian arXiv_CV arXiv_CV Gradient_Descent Regularization Knowledge Adversarial Pose Classification Relation VQA Image_Classification Prediction PDF
2021-12-20 Spiral Language Modeling Yong Cao, Yukun Feng, Shaohui Kuang, Gu Xu arXiv_AI arXiv_AI Optimization Regularization Pose NMT Text_Generation Language_Model PDF
2021-12-20 Projected Sliced Wasserstein Autoencoder-based Hyperspectral Images Anomaly Detection Yurong Chen, Hui Zhang, Yaonan Wang, Q. M. Jonathan Wu, Yimin Yang arXiv_CV arXiv_CV Regularization Pose Detection Inference PDF
2021-12-19 MoCaNet: Motion Retargeting in-the-wild via Canonicalization Networks Wentao Zhu, Zhuoqian Yang, Ziang Di, Wayne Wu, Yizhou Wang, Chen Change Loy arXiv_CV arXiv_CV Reconstruction Unsupervised 3D Regularization Pose Action PDF
2021-12-19 Controlling the Quality of Distillation in Response-Based Network Compression Vibhas Vats, David Crandall arXiv_AI arXiv_AI Regularization Knowledge Pose Classification PDF
2021-12-17 Neurashed: A Phenomenological Model for Imitating Deep Learning Training Weijie J. Su arXiv_CV arXiv_CV Regularization Deep_Learning PDF
2021-12-17 Information-theoretic stochastic contrastive conditional GAN: InfoSCC-GAN Vitaliy Kinakh, Mariia Drozdova, Guillaume Quétant, Tobias Golling, Slava Voloshynovskiy arXiv_CV arXiv_CV Unsupervised Regularization Adversarial Pose GAN PDF
2021-12-17 Complex Functional Maps : a Conformal Link Between Tangent Bundles Nicolas Donati (LIX), Etienne Corman (LORIA, CNRS, PIXEL), Simone Melzi (Sapienza University of Rome), Maks Ovsjanikov (LIX) arXiv_CV arXiv_CV Regularization Face PDF
2021-12-16 How to augment your ViTs? Consistency loss and StyleAug, a random style transfer augmentation Akash Umakantha, Joao D. Semedo, S. Alireza Golestaneh, Wan-Yi S. Lin arXiv_CV arXiv_CV Transformer Style_Transfer Regularization Classification CNN Image_Classification PDF
2021-12-16 Sparse Coding with Multi-Layer Decoders using Variance Regularization Katrina Evtimova, Yann LeCun arXiv_CV arXiv_CV Reconstruction Sparse Regularization Pose Classification Relation Denoising PDF
2021-12-16 Solving Inverse Problems with NerfGANs Giannis Daras, Wen-Sheng Chu, Abhishek Kumar, Dmitry Lagun, Alexandros G. Dimakis arXiv_AI arXiv_AI Reconstruction Inpainting Regularization Pose Face GAN PDF
2021-12-16 Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic Segmentation Jie Qin, Jie Wu, Xuefeng Xiao, Lujun Li, Xingang Wang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Weakly_Supervised Regularization Salient Pose Classification Attention PDF
2021-12-16 Intelli-Paint: Towards Developing Human-like Painting Agents Jaskirat Singh, Cameron Smith, Jose Echevarria, Liang Zheng arXiv_AI arXiv_AI Regularization Pose Quantitative Attention PDF
2021-12-16 Bootstrap Equilibrium and Probabilistic Speaker Representation Learning for Self-supervised Speaker Verification Sung Hwan Mun, Min Hyun Han, Dongjune Lee, Jihwan Kim, Nam Soo Kim arXiv_AI arXiv_AI Embedding Represenation_Learning Regularization Speech Self-Supervised Pose Contrastive_Learning PDF
2021-12-16 Characterizing and addressing the issue of oversmoothing in neural autoregressive sequence modeling Ilia Kulikov, Maksim Eremeev, Kyunghyun Cho arXiv_CL arXiv_CL Regularization Pose PDF
2021-12-16 Extreme Zero-Shot Learning for Extreme Text Classification Yuanhao Xiong, Wei-Cheng Chang, Cho-Jui Hsieh, Hsiang-Fu Yu, Inderjit Dhillon arXiv_CL arXiv_CL Transformer Embedding Zero-Shot Text_Classification Regularization Self-Supervised Pose Face Classification Few-Shot PDF
2021-12-15 Rethinking Influence Functions of Neural Networks in the Over-parameterized Regime Rui Zhang, Shihua Zhang arXiv_AI arXiv_AI Regularization Relation Prediction PDF
2021-12-14 AdaViT: Adaptive Tokens for Efficient Vision Transformer Hongxu Yin, Arash Vahdat, Jose Alvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov arXiv_CV arXiv_CV Transformer Regularization Pose Classification Image_Classification Inference PDF
2021-12-14 Mitigating Channel-wise Noise for Single Image Super Resolution Srimanta Mandal, Kuldeep Purohit, A. N. Rajagopalan arXiv_CV arXiv_CV Super_Resolution Regularization Knowledge Pose PDF
2021-12-14 Geometry-Contrastive Transformer for Generalized 3D Pose Transfer Haoyu Chen, Hao Tang, Zitong Yu, Nicu Sebe, Guoying Zhao arXiv_CV arXiv_CV Transformer 3D Regularization Pose Quantitative Attention PDF
2021-12-13 Sparse Interventions in Language Models with Differentiable Masking Nicola De Cao, Leon Schmid, Dieuwke Hupkes, Ivan Titov arXiv_CL arXiv_CL Sparse RNN Regularization Pose Detection Language_Model PDF
2021-12-11 Curvature-guided dynamic scale networks for Multi-view Stereo Khang Truong Giang, Soohwan Song, Sungho Jo arXiv_AI arXiv_AI Reconstruction 3D Regularization Pose Face Action Matching PDF
2021-12-10 Revisiting Consistency Regularization for Semi-Supervised Learning Yue Fan, Anna Kukleva, Bernt Schiele arXiv_CV arXiv_CV Regularization Pose PDF
2021-12-09 Specificity-Preserving Federated Learning for MR Image Reconstruction Chun-Mei Feng, Yunlu Yan, Huazhu Fu, Yong Xu, Ling Shao arXiv_CV arXiv_CV Reconstruction Optimization Regularization Pose PDF
2021-12-09 PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures Dan Hendrycks, Andy Zou, Mantas Mazeika, Leonard Tang, Dawn Song, Jacob Steinhardt arXiv_CV arXiv_CV Regularization Adversarial Detection Prediction PDF
2021-12-09 Plenoxels: Radiance Fields without Neural Networks Alex Yu, Sara Fridovich-Keil, Matthew Tancik, Qinhong Chen, Benjamin Recht, Angjoo Kanazawa arXiv_CV arXiv_CV 3D Sparse Regularization PDF
2021-12-09 Provable Continual Learning via Sketched Jacobian Approximations Reinhard Heckel arXiv_AI arXiv_AI Sketch Regularization Pose PDF
2021-12-09 Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer Xiangde Luo, Minhao Hu, Tao Song, Guotai Wang, Shaoting Zhang arXiv_CV arXiv_CV Transformer Segmentation Regularization Deep_Learning Medical CNN Prediction PDF
2021-12-08 Self-Supervised Speaker Verification with Simple Siamese Network and Self-Supervised Regularization Mufan Sang, Haoqi Li, Fang Liu, Andrew O. Arnold, Li Wan arXiv_SD arXiv_SD Represenation_Learning Regularization Self-Supervised Pose Contrastive_Learning PDF
2021-12-08 Feature Statistics Mixing Regularization for Generative Adversarial Networks Junho Kim, Yunjey Choi, Youngjung Uh arXiv_CV arXiv_CV Regularization Adversarial Pose GAN Prediction PDF
2021-12-08 Hyper-parameter optimization based on soft actor critic and hierarchical mixture regularization Chaoyue Liu, Yulai Zhang arXiv_AI arXiv_AI Reinforcement_Learning Optimization Regularization&nbs