Regularization

2022-12-08 Bio-Inspired, Task-Free Continual Learning through Activity Regularization Francesco Lässig, Pau Vilimelis Aceituno, Martino Sorbaro, Benjamin F. Grewe arXiv_CV arXiv_CV Sparse Regularization Deep_Learning Activity PDF
2022-12-07 Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning Yuyang Gao, Siyi Gu, Junji Jiang, Sungsoo Ray Hong, Dazhou Yu, Liang Zhao arXiv_AI arXiv_AI Regularization Survey Attention Summarization PDF
2022-12-07 Support Vector Machine for Determining Euler Angles in an Inertial Navigation System Aleksandr N. Grekov (1) (2), Aleksei A. Kabanov (2), Sergei Yu. Alekseev (1), ((1) Institute of Natural and Technical Systems, (2) Sevastopol State University) arXiv_AI arXiv_AI Regularization Pose Classification PDF
2022-12-07 AsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation Siwei Yang, Longlong Jing, Junfei Xiao, Hang Zhao, Alan Yuille, Yingwei Li arXiv_CV arXiv_CV Segmentation Weakly_Supervised Regularization Pose Prediction PDF
2022-12-07 LWSIS: LiDAR-guided Weakly Supervised Instance Segmentation for Autonomous Driving Xiang Li, Junbo Yin, Botian Shi, Yikang Li, Ruigang Yang, Jianbin Shen arXiv_AI arXiv_AI Segmentation Point_Cloud 3D Weakly_Supervised Regularization Detection Object_Detection Autonomous Prediction PDF
2022-12-06 Supervised Tractogram Filtering using Geometric Deep Learning Pietro Astolfi, Ruben Verhagen, Laurent Petit, Emanuele Olivetti, Silvio Sarubbo, Jonathan Masci, Davide Boscaini, Paolo Avesani arXiv_CV arXiv_CV Reconstruction Tracking 3D Regularization Knowledge Pose Deep_Learning PDF
2022-12-06 Covariance Regularization for Probabilistic Linear Discriminant Analysis Zhiyuan Peng, Mingjie Shao, Xuanji He, Xu Li, Tan Lee, Ke Ding, Guanglu Wan arXiv_SD arXiv_SD Embedding Sparse Regularization Knowledge Relation PDF
2022-12-06 Dist-PU: Positive-Unlabeled Learning from a Label Distribution Perspective Yunrui Zhao, Qianqian Xu, Yangbangyan Jiang, Peisong Wen, Qingming Huang arXiv_CV arXiv_CV Regularization Pose Prediction PDF
2022-12-06 CSQ: Growing Mixed-Precision Quantization Scheme with Bi-level Continuous Sparsification Lirui Xiao, Huanrui Yang, Zhen Dong, Kurt Keutzer, Li Du, Shanghang Zhang arXiv_CV arXiv_CV Quantization Regularization Pose PDF
2022-12-05 D-TensoRF: Tensorial Radiance Fields for Dynamic Scenes Hankyu Jang, Daeyoung Kim arXiv_CV arXiv_CV Reconstruction 3D Regularization Pose Quantitative Relation Attention PDF
2022-12-05 Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration Feng Nie, Meixi Chen, Zhirui Zhang, Xu Cheng arXiv_CL arXiv_CL Text_Classification Regularization Pose Classification Sentiment Few-Shot Language_Model Prediction PDF
2022-12-05 TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets Yuanying Cai, Chuheng Zhang, Li Zhao, Wei Shen, Xuyun Zhang, Lei Song, Jiang Bian, Tao Qin, Tieyan Liu arXiv_AI arXiv_AI Reinforcement_Learning Regularization Action PDF
2022-12-05 Region-Conditioned Orthogonal 3D U-Net for Weather4Cast Competition Taehyeon Kim, Shinhwan Kang, Hyeonjeong Shin, Deukryeol Yoon, Seongha Eom, Kijung Shin, Se-Young Yun arXiv_CV arXiv_CV Super_Resolution 3D Regularization CNN PDF
2022-12-03 Laplacian Convolutional Representation for Traffic Time Series Imputation Xinyu Chen, Zhanhong Cheng, Nicolas Saunier, Lijun Sun arXiv_AI arXiv_AI Reconstruction Regularization Pose CNN PDF
2022-12-02 PGFed: Personalize Each Client's Global Objective for Federated Learning Jun Luo, Matias Mendieta, Chen Chen, Shandong Wu arXiv_CV arXiv_CV OCR Regularization Knowledge Pose PDF
2022-12-01 Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery Yisi Luo, Xile Zhao, Zhemin Li, Michael K. Ng, Deyu Meng arXiv_CV arXiv_CV Point_Cloud Inpainting Optimization Regularization Pose Denoising PDF
2022-11-30 Rethinking Causality-driven Robot Tool Segmentation with Temporal Constraints Hao Ding, Jie Ying Wu, Zhaoshuo Li, Mathias Unberath arXiv_CV arXiv_CV Segmentation Optimization Regularization Pose Relation PDF
2022-11-30 NeRFInvertor: High Fidelity NeRF-GAN Inversion for Single-shot Real Image Animation Yu Yin, Kamran Ghasedi, HsiangTao Wu, Jiaolong Yang, Xin Tong, Yun Fu arXiv_CV arXiv_CV 3D Regularization Pose Face GAN PDF
2022-11-30 Semi-supervised Learning of Perceptual Video Quality by Generating Consistent Pairwise Pseudo-Ranks Shankhanil Mitra, Saiyam Jogani, Rajiv Soundararajan arXiv_CV arXiv_CV Regularization Pose Action Relation VQA QA PDF
2022-11-30 Semi-Supervised Heterogeneous Graph Learning with Multi-level Data Augmentation Ying Chen, Siwei Qiang, Mingming Ha, Xiaolei Liu, Shaoshuai Li, Lingfeng Yuan, Xiaobo Guo, Zhenfeng Zhu arXiv_AI arXiv_AI Sparse Regularization Pose Relation Attention Prediction PDF
2022-11-30 Generalized Deep Learning-based Proximal Gradient Descent for MR Reconstruction Guanxiong Luo, Mengmeng Kuang, Peng Cao arXiv_CV arXiv_CV Reconstruction Gradient_Descent Regularization Pose Deep_Learning PDF
2022-11-30 Logic and Commonsense-Guided Temporal Knowledge Graph Completion Guanglin Niu, Bo Li arXiv_AI arXiv_AI Embedding Regularization Knowledge Knowledge_Graph Pose Inference PDF
2022-11-30 Neighbour Consistency Guided Pseudo-Label Refinement for Unsupervised Person Re-Identification De Cheng, Haichun Tai, Nannan Wang, Zhen Wang, Xinbo Gao arXiv_CV arXiv_CV Person_Re-identification Unsupervised Regularization Pose Re-identification Prediction PDF
2022-11-30 Toward Robust Diagnosis: A Contour Attention Preserving Adversarial Defense for COVID-19 Detection Kun Xiang, Xing Zhang, Jinwen She, Jinpeng Liu, Haohan Wang, Shiqi Deng, Shancheng Jiang arXiv_CV arXiv_CV Regularization Adversarial Pose Action Detection Contour Attention Medical PDF
2022-11-30 Split-PU: Hardness-aware Training Strategy for Positive-Unlabeled Learning Chengming Xu, Chen Liu, Siqian Yang, Yabiao Wang, Shijie Zhang, Lijie Jia, Yanwei Fu arXiv_CV arXiv_CV Recognition Regularization Pose Classification Prediction Recommendation PDF
2022-11-29 Advancing Deep Metric Learning Through Multiple Batch Norms And Multi-Targeted Adversarial Examples Inderjeet Singh, Kazuya Kakizaki, Toshinori Araki arXiv_CV arXiv_CV Embedding Regularization Adversarial Pose Prediction PDF
2022-11-29 Towards More Robust Interpretation via Local Gradient Alignment Sunghwan Joo, Seokhyeon Jeong, Juyeon Heo, Adrian Weller, Taesup Moon arXiv_CV arXiv_CV Regularization Knowledge Adversarial Pose PDF
2022-11-29 Training Time Adversarial Attack Aiming the Vulnerability of Continual Learning Gyojin Han, Jaehyun Choi, Hyeong Gwon Hong, Junmo Kim arXiv_CV arXiv_CV Regularization Adversarial Pose PDF
2022-11-29 LUMix: Improving Mixup by Better Modelling Label Uncertainty Shuyang Sun, Jie-Neng Chen, Ruifei He, Alan Yuille, Philip Torr, Song Bai arXiv_CV arXiv_CV Transformer Regularization Pose PDF
2022-11-29 Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs Yuanning Cui, Yuxin Wang, Zequn Sun, Wenqiang Liu, Yiqiao Jiang, Kexin Han, Wei Hu arXiv_AI arXiv_AI Embedding Regularization Knowledge Knowledge_Graph Pose Relation PDF
2022-11-28 On the Effectiveness of Parameter-Efficient Fine-Tuning Zihao Fu, Haoran Yang, Anthony Man-Cho So, Wai Lam, Lidong Bing, Nigel Collier arXiv_AI arXiv_AI Optimization Sparse Regularization Pose PDF
2022-11-28 Tuning-free Plug-and-Play Hyperspectral Image Deconvolution with Deep Priors Xiuheng Wang, Jie Chen, Cédric Richard arXiv_CV arXiv_CV 3D Optimization Regularization Pose Denoising PDF
2022-11-28 Rethinking the Number of Shots in Robust Model-Agnostic Meta-Learning Xiaoyue Duan, Guoliang Kang, Runqi Wang, Shumin Han, Song Xue, Tian Wang, Baochang Zhang arXiv_CV arXiv_CV Regularization Adversarial Pose PDF
2022-11-28 State-Aware Proximal Pessimistic Algorithms for Offline Reinforcement Learning Chen Chen, Hongyao Tang, Yi Ma, Chao Wang, Qianli Shen, Dong Li, Jianye Hao arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose PDF
2022-11-27 CorrectNet: Robustness Enhancement of Analog In-Memory Computing for Neural Networks by Error Suppression and Compensation Amro Eldebiky, Grace Li Zhang, Georg Boecherer, Bing Li, Ulf Schlichtmann arXiv_CV arXiv_CV Enhancement Reinforcement_Learning Regularization Pose Inference PDF
2022-11-27 Cross-domain Few-shot Segmentation with Transductive Fine-tuning Yuhang Lu, Xinyi Wu, Zhenyao Wu, Song Wang arXiv_CV arXiv_CV Segmentation Unsupervised Regularization Pose Few-Shot Medical PDF
2022-11-27 DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data Tiantian Fang, Ruoyu Sun, Alex Schwing arXiv_CV arXiv_CV Regularization Adversarial Pose GAN Prediction PDF
2022-11-26 Reduced Representation of Deformation Fields for Effective Non-rigid Shape Matching Ramana Sundararaman, Riccardo Marin, Emanuele Rodola, Maks Ovsjanikov arXiv_CV arXiv_CV Sparse Regularization Pose Matching PDF
2022-11-26 AvatarGen: A 3D Generative Model for Animatable Human Avatars Jianfeng Zhang, Zihang Jiang, Dingdong Yang, Hongyi Xu, Yichun Shi, Guoxian Song, Zhongcong Xu, Xinchao Wang, Jiashi Feng arXiv_CV arXiv_CV Reconstruction Unsupervised 3D Regularization Pose GAN PDF
2022-11-26 Who are you referring to? Weakly supervised coreference resolution with multimodal grounding Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen arXiv_CV arXiv_CV Weakly_Supervised Regularization Knowledge Pose PDF
2022-11-26 A Unified Framework for Contrastive Learning from a Perspective of Affinity Matrix Wenbin Li, Meihao Kong, Xuesong Yang, Lei Wang, Jing Huo, Yang Gao, Jiebo Luo arXiv_CV arXiv_CV Unsupervised Represenation_Learning Regularization Pose Contrastive_Learning PDF
2022-11-25 Adaptive Attention Link-based Regularization for Vision Transformers Heegon Jin, Jongwon Choi arXiv_CV arXiv_CV Transformer Regularization Pose Relation Attention CNN PDF
2022-11-24 Improving Multi-task Learning via Seeking Task-based Flat Regions Hoang Phan, Lam Tran, Ngoc N. Tran, Nhat Ho, Dinh Phung, Trung Le arXiv_AI arXiv_AI Gradient_Descent Recognition Regularization Knowledge Speech Pose Speech_Recognition PDF
2022-11-23 Relating Regularization and Generalization through the Intrinsic Dimension of Activations Bradley C.A. Brown, Jordan Juravsky, Anthony L. Caterini, Gabriel Loaiza-Ganem arXiv_AI arXiv_AI Regularization Classification Image_Classification PDF
2022-11-22 Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization Zifan Wang, Nan Ding, Tomer Levinboim, Xi Chen, Radu Soricut arXiv_AI arXiv_AI Transformer Optimization Regularization Adversarial Face PDF
2022-11-22 HashSDF: Accurate Implicit Surfaces with Fast Local Features on Permutohedral Lattices Radu Alexandru Rosu, Sven Behnke arXiv_CV arXiv_CV Regularization Pose Face Inference PDF
2022-11-22 Breaking Free from Fusion Rule: A Fully Semantic-driven Infrared and Visible Image Fusion Yuhui Wu, Zhu Liu, Jinyuan Liu, Xin Fan, Risheng Liu arXiv_CV arXiv_CV Transformer Regularization PDF
2022-11-22 Explaining Image Classifiers with Multiscale Directional Image Representation Stefan Kolek, Robert Windesheim, Hector Andrade Loarca, Gitta Kutyniok, Ron Levie arXiv_CV arXiv_CV Image_Caption Regularization Pose PDF
2022-11-22 Level-S$^2$fM: Structure from Motion on Neural Level Set of Implicit Surfaces Yuxi Xiao, Nan Xue, Tianfu Wu, Gui-Song Xia arXiv_CV arXiv_CV Reconstruction 3D Optimization Regularization Pose Face Relation PDF
2022-11-21 Few-shot Non-line-of-sight Imaging with Signal-surface Collaborative Regularization Xintong Liu, Jianyu Wang, Leping Xiao, Xing Fu, Lingyun Qiu, Zuoqiang Shi arXiv_CV arXiv_CV Reconstruction 3D Sparse Regularization Knowledge Pose Face Few-Shot Autonomous Inference PDF
2022-11-21 A Graph Regularized Point Process Model For Event Propagation Sequence Siqiao Xue, Xiaoming Shi, Hongyan Hao, Lintao Ma, Shiyu Wang, Shijun Wang, James Zhang arXiv_AI arXiv_AI Embedding Regularization Pose Action Prediction PDF
2022-11-21 From Indoor To Outdoor: Unsupervised Domain Adaptive Gait Recognition Likai Wang, Ruize Han, Wei Feng, Song Wang arXiv_CV arXiv_CV Unsupervised Recognition Gait_Recognition Regularization Pose Deep_Learning PDF
2022-11-21 Long Range Constraints for Neural Texture Synthesis Using Sliced Wasserstein Loss Liping Yin, Albert Chua arXiv_CV arXiv_CV Regularization Pose CNN Matching PDF
2022-11-20 Let Offline RL Flow: Training Conservative Agents in the Latent Space of Normalizing Flows Dmitriy Akimov, Vladislav Kurenkov, Alexander Nikulin, Denis Tarasov, Sergey Kolesnikov arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose Action Inference PDF
2022-11-20 Convexifying Transformers: Improving optimization and understanding of transformer networks Tolga Ergen, Behnam Neyshabur, Harsh Mehta arXiv_AI arXiv_AI Transformer Optimization Regularization Deep_Learning Attention PDF
2022-11-20 Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation Jiawei Du, Yidi Jiang, Vincent T. F. Tan, Joey Tianyi Zhou, Haizhou Li arXiv_AI arXiv_AI NAS Optimization Regularization Pose Deep_Learning Matching PDF
2022-11-20 AI-KD: Adversarial learning and Implicit regularization for self-Knowledge Distillation Hyungmin Kim, Sungho Suh, Sunghyun Baek, Daehwan Kim, Daun Jeong, Hansang Cho, Junmo Kim arXiv_CV arXiv_CV Regularization Knowledge Adversarial Pose PDF
2022-11-20 Contrastive Regularization for Multimodal Emotion Recognition Using Audio and Text Fan Qian, Jiqing Han arXiv_SD arXiv_SD Embedding Recognition Regularization Speech Pose Emotion Contrastive_Learning Action Classification PDF
2022-11-19 Robust AUC Optimization under the Supervision of Clean Data Chenkang Zhang arXiv_AI arXiv_AI Enhancement Optimization Regularization Pose Attention PDF
2022-11-19 Personalized Federated Learning with Hidden Information on Personalized Prior Mingjia Shi, Yuhao Zhou, Qing Ye, Jiancheng Lv arXiv_AI arXiv_AI Regularization Knowledge Pose PDF
2022-11-18 Hub-VAE: Unsupervised Hub-based Regularization of Variational Autoencoders Priya Mani, Carlotta Domeniconi arXiv_AI arXiv_AI Reconstruction Embedding Unsupervised Optimization Regularization Pose Prediction PDF
2022-11-18 $α$ DARTS Once More: Enhancing Differentiable Architecture Search by Masked Image Modeling Bicheng Guo, Shuxuan Guo, Miaojing Shi, Peng Chen, Shibo He, Jiming Chen, Kaicheng Yu arXiv_CV arXiv_CV NAS Regularization Pose Classification PDF
2022-11-17 Unsupervised Model-based speaker adaptation of end-to-end lattice-free MMI model for speech recognition Xurong Xie, Xunying Liu, Hui Chen, Hongan Wang arXiv_SD arXiv_SD Unsupervised Recognition RNN Regularization Speech Pose Speech_Recognition PDF
2022-11-16 A Unified Multimodal De- and Re-coupling Framework for RGB-D Motion Recognition Benjia Zhou, Pichao Wang, Jun Wan, Yanyan Liang, Fan Wang arXiv_CV arXiv_CV Recognition Optimization Represenation_Learning Regularization Knowledge Pose Face Classification Video_Classification PDF
2022-11-16 Delivering Speaking Style in Low-resource Voice Conversion with Multi-factor Constraints Zhichao Wang, Xinsheng Wang, Lei Xie, Yuanzhe Chen, Qiao Tian, Yuping Wang arXiv_SD arXiv_SD Regularization Speech Pose Emotion Inference PDF
2022-11-16 TransCC: Transformer-based Multiple Illuminant Color Constancy Using Multitask Learning Shuwei Li, Jikai Wang, Michael S. Brown, Robby T. Tan arXiv_CV arXiv_CV Transformer Edge_Detection Regularization Adversarial Pose Deep_Learning Detection Relation PDF
2022-11-16 Improving Interpretability via Regularization of Neural Activation Sensitivity Ofir Moshe, Gil Fidel, Ron Bitton, Asaf Shabtai arXiv_CV arXiv_CV Regularization Adversarial Pose PDF
2022-11-15 Easy to Decide, Hard to Agree: Reducing Disagreements Between Saliency Methods Josip Jukić, Martin Tutek, Jan Šnajder arXiv_CL arXiv_CL Regularization Salient Relation Attention PDF
2022-11-15 Offline Reinforcement Learning with Adaptive Behavior Regularization Yunfan Zhou, Xijun Li, Qingyu Qu arXiv_AI arXiv_AI Reinforcement_Learning Optimization Regularization Pose Action PDF
2022-11-15 HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers Peiyan Dong, Mengshu Sun, Alec Lu, Yanyue Xie, Kenneth Liu, Zhenglun Kong, Xin Meng, Zhengang Li, Xue Lin, Zhenman Fang, Yanzhi Wang arXiv_AI arXiv_AI Transformer Quantization Regularization Pose Attention Inference PDF
2022-11-15 DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition Jiali Zeng, Yufan Jiang, Yongjing Yin, Xu Wang, Binghuai Lin, Yunbo Cao arXiv_CL arXiv_CL Recognition Zero-Shot Regularization Pose Prediction PDF
2022-11-15 Using Human Perception to Regularize Transfer Learning Justin Dulay, Walter J. Scheirer arXiv_CV arXiv_CV Transformer Transfer_Learning Regularization Knowledge PDF
2022-11-14 Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization Yiyang Chen, Zhedong Zheng, Wei Ji, Leigang Qu, Tat-Seng Chua arXiv_CV arXiv_CV Image_Retrieval Regularization Pose Matching PDF
2022-11-14 TriDoNet: A Triple Domain Model-driven Network for CT Metal Artifact Reduction Baoshun Shi, Ke Jiang, Shaolei Zhang, Qiusheng Lian, Yanwei Qin arXiv_AI arXiv_AI Sparse Regularization Knowledge Pose Contrastive_Learning Deep_Learning PDF
2022-11-14 Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention Wenhao Li, Xiaoyuan Yi, Jinyi Hu, Maosong Sun, Xing Xie arXiv_CL arXiv_CL Transformer OCR Sparse Regularization Attention Text_Generation PDF
2022-11-14 Towards Generalization on Real Domain for Single Image Dehazing via Meta-Learning Wenqi Ren, Qiyu Sun, Chaoqiang Zhao, Yang Tang arXiv_CV arXiv_CV Regularization Pose Autonomous PDF
2022-11-13 TIER-A: Denoising Learning Framework for Information Extraction Yongkang Li, Ming Zhang arXiv_AI arXiv_AI Regularization Pose Action Deep_Learning Denoising Language_Model PDF
2022-11-13 Sentence-Level Sign Language Recognition Framework Atra Akandeh arXiv_AI arXiv_AI Recognition RNN Regularization Knowledge Pose Classification PDF
2022-11-12 Robust Training of Graph Neural Networks via Noise Governance Siyi Qian, Haochao Ying, Renjun Hu, Jingbo Zhou, Jintai Chen, Danny Z. Chen, Jian Wu arXiv_AI arXiv_AI Regularization Pose PDF
2022-11-11 Self-Supervised Isotropic Superresolution Fetal Brain MRI Kay Lächler, Hélène Lajous, Michael Unser, Meritxell Bach Cuadra, Pol del Aguila Pla arXiv_AI arXiv_AI Reconstruction Optimization Regularization Self-Supervised Quantitative PDF
2022-11-11 MDFlow: Unsupervised Optical Flow Learning by Reliable Mutual Knowledge Distillation Lingtong Kong, Jie Yang arXiv_CV arXiv_CV Unsupervised Regularization Knowledge Pose Optical_Flow Prediction Matching PDF
2022-11-11 Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction Xuming Hu, Shiao Meng, Chenwei Zhang, Xiangli Yang, Lijie Wen, Irwin King, Philip S. Yu arXiv_CL arXiv_CL Unsupervised Gradient_Descent Recognition Reinforcement_Learning Optimization Regularization Knowledge Action Relation Few-Shot Relation_Extraction PDF
2022-11-11 Continuous Soft Pseudo-Labeling in ASR Tatiana Likhomanenko, Ronan Collobert, Navdeep Jaitly, Samy Bengio arXiv_SD arXiv_SD Recognition Regularization Speech Pose Speech_Recognition PDF
2022-11-11 Knowledge Distillation from Cross Teaching Teachers for Efficient Semi-Supervised Abdominal Organ Segmentation in CT Jae Won Choi arXiv_CV arXiv_CV Segmentation Regularization Knowledge Pose Deep_Learning GAN Medical PDF
2022-11-10 Unbiased Supervised Contrastive Learning Carlo Alberto Barbano, Benoit Dufumier, Enzo Tartaglione, Marco Grangetto, Pietro Gori arXiv_CV arXiv_CV Regularization Pose Contrastive_Learning PDF
2022-11-10 Learning Cross-view Geo-localization Embeddings via Dynamic Weighted Decorrelation Regularization Tingyu Wang, Zhedong Zheng, Zunjie Zhu, Yuhan Gao, Yi Yang, Chenggang Yan arXiv_CV arXiv_CV Embedding Sparse Regularization Pose Relation Drone PDF
2022-11-09 ViTALiTy: Unifying Low-rank and Sparse Approximation for Vision Transformer Acceleration with a Linear Taylor Attention Jyotikrishna Dass, Shang Wu, Huihong Shi, Chaojian Li, Zhifan Ye, Zhongfeng Wang, Yingyan Lin arXiv_CV arXiv_CV Transformer Sparse Regularization Pose Attention CNN Inference PDF
2022-11-09 A Diffeomorphic Flow-based Variational Framework for Multi-speaker Emotion Conversion Ravi Shankar, Hsi-Wei Hsieh, Nicolas Charon, Archana Venkataraman arXiv_SD arXiv_SD Regularization Speech Pose Emotion GAN PDF
2022-11-09 Soft Augmentation for Image Classification Yang Liu, Shen Yan, Laura Leal-Taixé, James Hays, Deva Ramanan arXiv_CV arXiv_CV Regularization Self-Supervised Pose Classification Image_Classification PDF
2022-11-08 Pushing the limits of self-supervised speaker verification using regularized distillation framework Yafeng Chen, Siqi Zheng, Hui Wang, Luyao Cheng, Qian Chen arXiv_SD arXiv_SD Embedding Regularization Self-Supervised Pose PDF
2022-11-08 Robust Manifold Nonnegative Tucker Factorization for Tensor Data Representation Jianyu Wang, Linruize Tang, Jie Chen, Jingdong Chen arXiv_AI arXiv_AI Optimization Regularization Knowledge Pose PDF
2022-11-07 CLOP: Video-and-Language Pre-Training with Knowledge Regularizations Guohao Li, Hu Yang, Feng He, Zhifan Feng, Yajuan Lyu, Hua Wu, Haifeng Wang arXiv_CL arXiv_CL Transformer Regularization Knowledge Pose Contrastive_Learning Prediction QA Video_Retrieval PDF
2022-11-07 Peak-First CTC: Reducing the Peak Latency of CTC Models by Applying Peak-First Regularization Zhengkun Tian, Hongyu Xiang, Min Li, Feifei Lin, Ke Ding, Guanglu Wan arXiv_SD arXiv_SD Recognition Regularization Knowledge Pose Relation Inference PDF
2022-11-06 Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning Yu Meng, Martin Michalski, Jiaxin Huang, Yu Zhang, Tarek Abdelzaher, Jiawei Han arXiv_CL arXiv_CL Regularization Classification Few-Shot Language_Model PDF
2022-11-06 Robust Lottery Tickets for Pre-trained Language Models Rui Zheng, Rong Bao, Yuhao Zhou, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang, Xuanjing Huang arXiv_CL arXiv_CL Regularization Adversarial Pose Language_Model Matching PDF
2022-11-05 LAMASSU: Streaming Language-Agnostic Multilingual Speech Recognition and Translation Using Neural Transducers Peidong Wang, Eric Sun, Jian Xue, Yu Wu, Long Zhou, Yashesh Gaur, Shujie Liu, Jinyu Li arXiv_CL arXiv_CL Recognition Regularization Speech Pose Classification Speech_Recognition Text_Generation Prediction PDF
2022-11-04 Improving Adversarial Robustness to Sensitivity and Invariance Attacks with Deep Metric Learning Anaelia Ovalle, Evan Czyzycki, Cho-Jui Hsieh arXiv_AI arXiv_AI Regularization Adversarial PDF
2022-11-04 Tensor Robust PCA with Nonconvex and Nonlocal Regularization Xiaoyu Geng, Qiang Guo, Shuaixiong Hui, Caiming Zhang arXiv_CV arXiv_CV Regularization Pose PDF
2022-11-04 Spectral Regularization: an Inductive Bias for Sequence Modeling Kaiwen Hou, Guillaume Rabusseau arXiv_CL arXiv_CL Regularization Pose PDF
2022-11-03 Streaming Audio-Visual Speech Recognition with Alignment Regularization Pingchuan Ma, Niko Moritz, Stavros Petridis, Christian Fuegen, Maja Pantic arXiv_SD arXiv_SD Recognition Regularization Speech Pose Classification Attention Speech_Recognition PDF
2022-11-03 PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales Peifeng Wang, Aaron Chan, Filip Ilievski, Muhao Chen, Xiang Ren arXiv_CL arXiv_CL Regularization Knowledge Pose Language_Model Prediction PDF
2022-11-03 Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions Shuhao Gu, Bojie Hu, Yang Feng arXiv_CL arXiv_CL Regularization Pose PDF
2022-11-02 Generative Adversarial Training Can Improve Neural Language Models Sajad Movahedi, Azadeh Shakery arXiv_CL arXiv_CL RNN Regularization Adversarial Pose Deep_Learning GAN Language_Model PDF
2022-11-02 Variational Hierarchical Mixtures for Learning Probabilistic Inverse Dynamics Hany Abdulsamad, Peter Nickl, Pascal Klink, Jan Peters arXiv_AI arXiv_AI Regularization Inference Prediction PDF
2022-11-02 Fast and efficient speech enhancement with variational autoencoders Mostafa Sadeghi (MULTISPEECH), Romain Serizel (MULTISPEECH) arXiv_SD arXiv_SD Unsupervised Enhancement Optimization Regularization Speech Pose Relation Inference PDF
2022-11-02 Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models Shujian Zhang, Chengyue Gong, Xingchao Liu arXiv_AI arXiv_AI Optimization Regularization PDF
2022-11-02 SIMD-size aware weight regularization for fast neural vocoding on CPU Hiroki Kanagawa, Yusuke Ijima arXiv_CL arXiv_CL Sparse RNN Regularization Speech Pose PDF
2022-11-01 Optimal Conservative Offline RL with General Function Approximation via Augmented Lagrangian Paria Rashidinejad, Hanlin Zhu, Kunhe Yang, Stuart Russell, Jiantao Jiao arXiv_AI arXiv_AI Reinforcement_Learning Regularization Action Attention PDF
2022-11-01 TrimTail: Low-Latency Streaming ASR with Simple but Effective Spectrogram-Level Length Penalty Xingchen Song, Di Wu, Zhiyong Wu, Binbin Zhang, Yuekai Zhang, Zhendong Peng, Wenpeng Li, Fuping Pan, Changbao Zhu arXiv_CL arXiv_CL Regularization Speech PDF
2022-11-01 Improving Variational Autoencoders with Density Gap-based Regularization Jianfei Zhang, Jun Bai, Chenghua Lin, Yanmeng Wang, Wenge Rong arXiv_AI arXiv_AI Unsupervised Optimization Represenation_Learning Regularization Knowledge Pose Language_Model PDF
2022-10-30 Uncertainty-DTW for Time Series and Sequences Lei Wang, Piotr Koniusz arXiv_AI arXiv_AI Unsupervised Recognition 3D Regularization Pose Action_Recognition Action Few-Shot Matching PDF
2022-10-30 Self-Regularized Prototypical Network for Few-Shot Semantic Segmentation Henghui Ding, Hui Zhang, Xudong Jiang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Knowledge Pose Action Few-Shot Inference PDF
2022-10-29 INR-V: A Continuous Representation Space for Video-based Generative Tasks Bipasha Sen, Aditya Agarwal, Vinay P Namboodiri, C. V. Jawahar arXiv_CV arXiv_CV Inpainting Regularization Pose Face PDF
2022-10-28 Latent Space is Feature Space: Regularization Term for GANs Training on Limited Dataset Pengwei Wang arXiv_CV arXiv_CV Unsupervised Regularization Adversarial Pose Relation GAN PDF
2022-10-28 Federated Learning for Chronic Obstructive Pulmonary Disease Classification with Partial Personalized Attention Mechanism Yiqing Shen, Baiyun Liu, Ruize Yu, Yudong Wang, Shaokang Wang, Jiangfen Wu, Weidao Chen arXiv_CV arXiv_CV Transformer Regularization Knowledge Pose Classification Deep_Learning Attention Medical CNN PDF
2022-10-28 Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout Chen Dun, Mirian Hipolito, Chris Jermaine, Dimitrios Dimitriadis, Anastasios Kyrillidis arXiv_AI arXiv_AI Regularization Pose Attention Matching PDF
2022-10-28 Improving Multi-class Classifier Using Likelihood Ratio Estimation with Regularization Masato Kikuchi, Tadachika Ozono arXiv_AI arXiv_AI Regularization Pose Classification PDF
2022-10-28 Matching entropy based disparity estimation from light field Ligen Shi (1), Chang Liu (2), Di He (2), Xing Zhao (1), Jun Qiu (2) arXiv_CV arXiv_CV Optimization Regularization Pose Matching PDF
2022-10-28 Leveraging Label Correlations in a Multi-label Setting: A Case Study in Emotion Georgios Chochlakis (1 and 2), Gireesh Mahajan (3), Sabyasachee Baruah (1 and 2), Keith Burghardt (2), Kristina Lerman (2), Shrikanth Narayanan (1 and 2) ((1) Signal Analysis and Interpretation Lab, University of Southern California, (2) Information Science Institute, University of Southern California, (3) Microsoft Cognitive Services) arXiv_AI arXiv_AI Recognition Bert Regularization Emotion Classification Detection Relation Language_Model PDF
2022-10-28 Federated Learning with Intermediate Representation Regularization Ye Lin Tun, Chu Myaet Thwal, Seong-Bae Park, Choong Seon Hong arXiv_AI arXiv_AI Regularization PDF
2022-10-27 Noise Injection Node Regularization for Robust Learning Noam Levi, Itay M. Bloch, Marat Freytsis, Tomer Volansky arXiv_AI arXiv_AI Optimization Regularization PDF
2022-10-27 Do Pre-trained Models Benefit Equally in Continual Learning? Kuan-Ying Lee, Yuanyi Zhong, Yu-Xiong Wang arXiv_CV arXiv_CV Transformer Regularization Knowledge Face PDF
2022-10-27 Beyond the Return: Off-policy Function Estimation under User-specified Error-measuring Distributions Audrey Huang, Nan Jiang arXiv_AI arXiv_AI Regularization PDF
2022-10-27 Layer-wise Shared Attention Network on Dynamical System Perspective Zhongzhan Huang, Senwei Liang, Mingfu Liang, Weiling He, Liang Lin arXiv_AI arXiv_AI Regularization Pose Classification Detection Relation Object_Detection Attention Medical Image_Classification PDF
2022-10-27 Automatic Severity Assessment of Dysarthric speech by using Self-supervised Model with Multi-task Learning Eun Jung Yeo, Kwanghee Choi, Sunhee Kim, Minhwa Chung arXiv_AI arXiv_AI Recognition Regularization Speech Self-Supervised Pose Classification Speech_Recognition PDF
2022-10-27 Domain Adaptive Object Detection for Autonomous Driving under Foggy Weather Jinlong Li, Runsheng Xu, Jin Ma, Qin Zou, Jiaqi Ma, Hongkai Yu arXiv_CV arXiv_CV Regularization Adversarial Pose Detection Object_Detection Autonomous PDF
2022-10-27 Personalized Dialogue Generation with Persona-Adaptive Attention Qiushi Huang, Yu Zhang, Tom Ko, Xubo Liu, Bo Wu, Wenwu Wang, Lilian Tang arXiv_CL arXiv_CL Regularization Pose Attention PDF
2022-10-26 IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation Hritam Basak, Soumitri Chattopadhyay, Rohit Kundu, Sayan Nag, Rammohan Mallipeddi arXiv_CV arXiv_CV Transformer Segmentation Regularization Self-Supervised Pose Contrastive_Learning Medical CNN PDF
2022-10-26 SINCO: A Novel structural regularizer for image compression using implicit neural representations Harry Gao, Weijie Gan, Zhixin Sun, Ulugbek S. Kamilov arXiv_CV arXiv_CV Segmentation Regularization Pose Deep_Learning Image_Compression PDF
2022-10-26 Compressed Sensing MRI Reconstruction Regularized by VAEs with Structured Image Covariance Margaret Duff, Ivor J. A. Simpson, Matthias J. Ehrhardt, Neill D. F. Campbell arXiv_CV arXiv_CV Reconstruction Unsupervised Regularization Pose PDF
2022-10-26 Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes Sina Baharlouei, Fatemeh Sheikholeslami, Meisam Razaviyayn, Zico Kolter arXiv_AI arXiv_AI Regularization Adversarial Pose Classification Detection PDF
2022-10-25 Adaptive Behavior Cloning Regularization for Stable Offline-to-Online Reinforcement Learning Yi Zhao, Rinu Boney, Alexander Ilin, Juho Kannala, Joni Pajarinen arXiv_RO arXiv_RO Reinforcement_Learning Regularization Pose PDF
2022-10-25 Semi-Supervised Learning Based on Reference Model for Low-resource TTS Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao arXiv_AI arXiv_AI Regularization Speech Pose PDF
2022-10-24 Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer Ziwei Fan, Zhiwei Liu, Chen Wang, Peijie Huang, Hao Peng, Philip S. Yu arXiv_AI arXiv_AI Transformer Regularization Pose Relation Attention Recommendation PDF
2022-10-24 Revisiting Sparse Convolutional Model for Visual Recognition Xili Dai, Mingyang Li, Pengyuan Zhai, Shengbang Tong, Xingjian Gao, Shao-Lun Huang, Zhihui Zhu, Chong You, Yi Ma arXiv_CV arXiv_CV Reconstruction Recognition Optimization Sparse Regularization Adversarial Classification Deep_Learning CNN Image_Classification PDF
2022-10-23 Drastically Reducing the Number of Trainable Parameters in Deep CNNs by Inter-layer Kernel-sharing Alireza Azadbakht, Saeed Reza Kheradpisheh, Ismail Khalfaoui-Hassani, Timothée Masquelier arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Regularization Classification Detection Object_Detection CNN Image_Classification PDF
2022-10-22 Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems Eric Yang Yu, Zhizhen Qin, Min Kyung Lee, Sicun Gao arXiv_AI arXiv_AI Reinforcement_Learning Optimization Regularization Pose Action Attention PDF
2022-10-22 Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation Dongkyu Lee, Ka Chun Cheung, Nevin L. Zhang arXiv_AI arXiv_AI Regularization Knowledge Pose PDF
2022-10-22 SLAM: Semantic Learning based Activation Map for Weakly Supervised Semantic Segmentation Junliang Chen, Xiaodong Zhao, Minmin Liu, Linlin Shen arXiv_CV arXiv_CV Segmentation Embedding Semantic_Segmentation Weakly_Supervised Regularization Knowledge Pose SLAM Classification PDF
2022-10-22 Meta-learning Pathologies from Radiology Reports using Variance Aware Prototypical Networks Arijit Sehanobish, Kawshik Kannan, Nabila Abraham, Anasuya Das, Benjamin Odry arXiv_CL arXiv_CL Transformer Bert Text_Classification Regularization Pose Classification Few-Shot Language_Model PDF
2022-10-22 Transformer-Based Conditioned Variational Autoencoder for Dialogue Generation Huihui Yang arXiv_CL arXiv_CL Transformer Regularization PDF
2022-10-21 What do Large Language Models Learn beyond Language? Avinash Madasu, Shashank Srivastava arXiv_CL arXiv_CL Transformer Regularization Knowledge Quantitative Language_Model PDF
2022-10-21 Diffusion Visual Counterfactual Explanations Maximilian Augustin, Valentyn Boreiko, Francesco Croce, Matthias Hein arXiv_CV arXiv_CV Regularization Adversarial Classification Image_Classification PDF
2022-10-20 On Feature Learning in the Presence of Spurious Correlations Pavel Izmailov, Polina Kirichenko, Nate Gruver, Andrew Gordon Wilson arXiv_CV arXiv_CV Transformer Regularization Relation Prediction PDF
2022-10-20 Optimal Settings for Cryptocurrency Trading Pairs Di Zhang, Qiang Niu, Youzhou Zhou arXiv_AI arXiv_AI Optimization Regularization PDF
2022-10-20 Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation Zefan Yang, Di Lin, Dong Ni, Yi Wang arXiv_CV arXiv_CV Segmentation Sparse Regularization Pose GAN Medical PDF
2022-10-19 Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions Prediction Stuti Jain, Emilie Chouzenoux, Kriti Kumar, Angshul Majumdar arXiv_AI arXiv_AI Optimization Regularization Knowledge Pose Action Prediction PDF
2022-10-19 FaceDancer: Pose- and Occlusion-Aware High Fidelity Face Swapping Felix Rosberg, Eren Erdal Aksoy, Fernando Alonso-Fernandez, Cristofer Englund arXiv_CV arXiv_CV Segmentation Regularization Pose Face Quantitative Attention PDF
2022-10-18 Rethinking Prototypical Contrastive Learning through Alignment, Uniformity and Correlation Shentong Mo, Zhun Sun, Chao Li arXiv_AI arXiv_AI Embedding Regularization Self-Supervised Pose Contrastive_Learning Classification Relation PDF
2022-10-18 Rethinking Value Function Learning for Generalization in Reinforcement Learning Seungyong Moon, JunYeong Lee, Hyun Oh Song arXiv_AI arXiv_AI Reinforcement_Learning Regularization Self-Supervised Pose PDF
2022-10-18 Dense FixMatch: a simple semi-supervised learning method for pixel-wise prediction tasks Miquel Martí i Rabadán, Alessandro Pieropan, Hossein Azizpour, Atsuto Maki arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose Classification Image_Classification Prediction Matching PDF
2022-10-17 Improving Low-Resource Cross-lingual Parsing with Expected Statistic Regularization Thomas Effland, Michael Collins arXiv_CL arXiv_CL Unsupervised Regularization Pose PDF
2022-10-17 Sub-8-bit quantization for on-device speech recognition: a regularization-free approach Kai Zhen, Martin Radfar, Hieu Duy Nguyen, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris arXiv_SD arXiv_SD Quantization Recognition RNN Regularization Speech Speech_Recognition Inference QA PDF
2022-10-17 Pseudo-OOD training for robust language models Dhanasekar Sundararaman, Nikhil Mehta, Lawrence Carin arXiv_CL arXiv_CL Embedding Regularization Pose Detection Attention Language_Model Prediction PDF
2022-10-17 HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks Aibek Alanov, Vadim Titov, Dmitry Vetrov arXiv_CV arXiv_CV Regularization Adversarial Pose GAN PDF
2022-10-16 Posterior Regularized Bayesian Neural Network Incorporating Soft and Hard Knowledge Constraints Jiayu Huang, Yutian Pang, Yongming Liu, Hao Yan arXiv_AI arXiv_AI Regularization Knowledge Pose Inference Prediction PDF
2022-10-16 PCR: Pessimistic Consistency Regularization for Semi-Supervised Segmentation Pengchong Qiao, Zhidan Wei, Yu Wang, Chang Liu, Zhennan Wang, Guoli Song, Jie Chen arXiv_CV arXiv_CV Segmentation Regularization Pose PDF
2022-10-16 Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making Tianyu Liu, Jie Lu, Zheng Yan, Guangquan Zhang arXiv_AI arXiv_AI Optimization Regularization Inference PDF
2022-10-15 HP-GMN: Graph Memory Networks for Heterophilous Graphs Junjie Xu, Enyan Dai, Xiang Zhang, Suhang Wang arXiv_CV arXiv_CV Memory_Networks Regularization Pose Prediction PDF
2022-10-15 Label distribution learning via label correlation grid Qimeng Guo, Zhuoran Zheng, Xiuyi Jia, Liancheng Xu arXiv_AI arXiv_AI Regularization Pose Relation PDF
2022-10-14 $Λ$-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells Sajad Movahedi, Melika Adabinejad, Ayyoob Imani, Arezou Keshavarz, Mostafa Dehghani, Azadeh Shakery, Babak N. Araabi arXiv_CV arXiv_CV NAS Optimization Regularization Pose PDF
2022-10-14 Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks Sishuo Chen, Wenkai Yang, Zhiyuan Zhang, Xiaohan Bi, Xu Sun arXiv_AI arXiv_AI Regularization Pose Detection Sentiment Inference PDF
2022-10-14 Deep PatchMatch MVS with Learned Patch Coplanarity, Geometric Consistency and Adaptive Pixel Sampling Jae Yong Lee, Chuhang Zou, Derek Hoiem arXiv_CV arXiv_CV 3D Optimization Sparse Regularization Pose PDF
2022-10-14 Mutual Information Regularized Offline Reinforcement Learning Xiao Ma, Bingyi Kang, Zhongwen Xu, Min Lin, Shuicheng Yan arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose Action PDF
2022-10-14 Polycentric Clustering and Structural Regularization for Source-free Unsupervised Domain Adaptation Xinyu Guan, Han Sun, Ningzhong Liu, Huiyu Zhou arXiv_CV arXiv_CV Unsupervised Regularization Knowledge Pose PDF
2022-10-13 SHINE: SubHypergraph Inductive Neural nEtwork Yuan Luo arXiv_AI arXiv_AI Embedding Regularization Pose Classification Relation Attention Inference Prediction PDF
2022-10-13 Ensemble Creation via Anchored Regularization for Unsupervised Aspect Extraction Pulah Dhandekar, Manu Joseph arXiv_CL arXiv_CL Unsupervised Regularization Pose Action Deep_Learning Sentiment PDF
2022-10-13 ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation Youngmin Oh, Donghyeon Baek, Bumsub Ham arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Knowledge Pose PDF
2022-10-13 Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features Changde Du, Kaicheng Fu, Jinpeng Li, Huiguang He arXiv_AI arXiv_AI Regularization Knowledge Relation Activity Matching PDF
2022-10-12 How Much Data Are Augmentations Worth? An Investigation into Scaling Laws, Invariance, and Implicit Regularization Jonas Geiping, Micah Goldblum, Gowthami Somepalli, Ravid Shwartz-Ziv, Tom Goldstein, Andrew Gordon Wilson arXiv_CV arXiv_CV Regularization PDF
2022-10-12 Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation Wenhui Zhu, Peijie Qiu, Natasha Lepore, Oana M. Dumitrascu, Yalin Wang arXiv_CV arXiv_CV Segmentation Regularization Self-Supervised Action Classification Attention Medical PDF
2022-10-11 Improving Long-tailed Object Detection with Image-Level Supervision by Multi-Task Collaborative Learning Bo Li, Yongqiang Yao, Jingru Tan, Xin Lu, Fengwei Yu, Ye Luo, Jianwei Lu arXiv_CV arXiv_CV Regularization Knowledge Pose Contrastive_Learning Classification Detection Object_Detection PDF
2022-10-11 Instance Regularization for Discriminative Language Model Pre-training Zhuosheng Zhang, Hai Zhao, Ming Zhou arXiv_CL arXiv_CL Transformer Regularization Pose Denoising Attention Language_Model Prediction PDF
2022-10-11 FreGAN: Exploiting Frequency Components for Training GANs under Limited Data Mengping Yang, Zhe Wang, Ziqiu Chi, Yanbing Zhang arXiv_CV arXiv_CV Regularization Self-Supervised Pose Attention GAN PDF
2022-10-11 Self-supervised debiasing using low rank regularization Geon Yeong Park, Chanyong Jung, Jong Chul Ye, Sang Wan Lee arXiv_AI arXiv_AI Regularization Self-Supervised Pose Relation PDF
2022-10-11 ConserWeightive Behavioral Cloning for Reliable Offline Reinforcement Learning Tung Nguyen, Qinqing Zheng, Aditya Grover arXiv_AI arXiv_AI Transformer Reinforcement_Learning Regularization Pose Action PDF
2022-10-11 Understanding the Failure of Batch Normalization for Transformers in NLP Jiaxi Wang, Ji Wu, Lei Huang arXiv_CL arXiv_CL Transformer Text_Classification Regularization Pose Quantitative Classification Image_Classification Inference Language_Model PDF
2022-10-11 Human-AI Coordination via Human-Regularized Search and Learning Hengyuan Hu, David J Wu, Adam Lerer, Jakob Foerster, Noam Brown arXiv_AI arXiv_AI Reinforcement_Learning Regularization PDF
2022-10-11 Boosting Adversarial Robustness From The Perspective of Effective Margin Regularization Ziquan Liu, Antoni B. Chan arXiv_CV arXiv_CV Regularization Adversarial Pose Classification PDF
2022-10-10 Visual Prompt Tuning for Test-time Domain Adaptation Yunhe Gao, Xingjian Shi, Yi Zhu, Hao Wang, Zhiqiang Tang, Xiong Zhou, Mu Li, Dimitris N. Metaxas arXiv_CV arXiv_CV Transformer Regularization Self-Supervised Pose PDF
2022-10-10 On the Importance of Calibration in Semi-supervised Learning Charlotte Loh, Rumen Dangovski, Shivchander Sudalairaj, Seungwook Han, Ligong Han, Leonid Karlinsky, Marin Soljacic, Akash Srivastava arXiv_CV arXiv_CV Regularization Pose Prediction PDF
2022-10-10 Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization Hai-Ming Xu, Lingqiao Liu, Qiuchen Bian, Zhen Yang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose Prediction PDF
2022-10-09 Attention Diversification for Domain Generalization Rang Meng, Xianfeng Li, Weijie Chen, Shicai Yang, Jie Song, Xinchao Wang, Lei Zhang, Mingli Song, Di Xie, Shiliang Pu arXiv_CV arXiv_CV Regularization Salient Pose Attention CNN PDF
2022-10-07 Neighbor Regularized Bayesian Optimization for Hyperparameter Optimization Lei Cui, Yangguang Li, Xin Lu, Dong An, Fenggang Liu arXiv_CV arXiv_CV Optimization Regularization Pose PDF
2022-10-07 Topology-Preserving Segmentation Network Han Zhang, Lok Ming Lui arXiv_CV arXiv_CV Segmentation Regularization Knowledge Pose Classification Medical PDF
2022-10-06 FocalUNETR: A Focal Transformer for Boundary-aware Segmentation of CT Images Chengyin Li, Hassan Bagher-Ebadian, Vikram Goddla, Indrin J. Chetty, Dongxiao Zhu arXiv_CV arXiv_CV Transformer Segmentation Regularization Pose CNN PDF
2022-10-06 Neural Volumetric Mesh Generator Yan Zheng, Lemeng Wu, Xingchao Liu, Zhen Chen, Qiang Liu, Qixing Huang arXiv_AI arXiv_AI Point_Cloud 3D Regularization Pose Face PDF
2022-10-06 CLIP model is an Efficient Continual Learner Vishal Thengane, Salman Khan, Munawar Hayat, Fahad Khan arXiv_CV arXiv_CV Zero-Shot Regularization Knowledge PDF
2022-10-06 Effective Self-supervised Pre-training on Low-compute networks without Distillation Fuwen Tan, Fatemeh Saleh, Brais Martinez arXiv_CV arXiv_CV Transformer Segmentation Regularization Knowledge Self-Supervised Detection Object_Detection Attention Matching PDF
2022-10-05 Revisiting Structured Dropout Yiren Zhao, Oluwatomisin Dada, Xitong Gao, Robert D Mullins arXiv_AI arXiv_AI Bert Regularization Pose Inference PDF
2022-10-05 Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning Donald Shenaj, Eros Fanì, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Regularization Knowledge Pose PDF
2022-10-05 SHINE-Mapping: Large-Scale 3D Mapping Using Sparse Hierarchical Implicit Neural Representations Xingguang Zhong, Yue Pan, Jens Behley, Cyrill Stachniss arXiv_CV arXiv_CV Reconstruction 3D Sparse Regularization Autonomous PDF
2022-10-04 SIMPLE: A Gradient Estimator for $k$-Subset Sampling Kareem Ahmed, Zhe Zeng, Mathias Niepert, Guy Van den Broeck arXiv_AI arXiv_AI Sparse Regularization PDF
2022-10-04 Supervised Metric Learning for Retrieval via Contextual Similarity Optimization Christopher Liao, Theodoros Tsiligkaridis, Brian Kulis arXiv_CV arXiv_CV Unsupervised Optimization Image_Retrieval Regularization Pose Contrastive_Learning Classification Relation PDF
2022-10-04 AdaWAC: Adaptively Weighted Augmentation Consistency Regularization for Volumetric Medical Image Segmentation Yijun Dong, Yuege Xie, Rachel Ward arXiv_CV arXiv_CV Segmentation Unsupervised Optimization Sparse Regularization Pose Medical PDF
2022-10-04 HandFlow: Quantifying View-Dependent 3D Ambiguity in Two-Hand Reconstruction with Normalizing Flow Jiayi Wang, Diogo Luvizon, Franziska Mueller, Florian Bernard, Adam Kortylewski, Dan Casas, Christian Theobalt arXiv_CV arXiv_CV Reconstruction 3D Regularization Pose Action Prediction PDF
2022-10-04 Linear Convergence of Natural Policy Gradient Methods with Log-Linear Policies Rui Yuan, Simon S. Du, Robert M. Gower, Alessandro Lazaric, Lin Xiao arXiv_AI arXiv_AI Regularization PDF
2022-10-03 Interpretable Option Discovery using Deep Q-Learning and Variational Autoencoders Per-Arne Andersen, Ole-Christoffer Granmo, Morten Goodwin arXiv_AI arXiv_AI Reinforcement_Learning Sparse Regularization Action Autonomous PDF
2022-10-03 Faster Last-iterate Convergence of Policy Optimization in Zero-Sum Markov Games Shicong Cen, Yuejie Chi, Simon S. Du, Lin Xiao arXiv_AI arXiv_AI Reinforcement_Learning Optimization Regularization Pose PDF
2022-10-03 Smooth image-to-image translations with latent space interpolations Yahui Liu, Enver Sangineto, Yajing Chen, Linchao Bao, Haoxian Zhang, Nicu Sebe, Bruno Lepri, Marco De Nadai arXiv_CV arXiv_CV Regularization Pose Quantitative PDF
2022-10-03 Spectral2Spectral: Image-spectral Similarity Assisted Spectral CT Deep Reconstruction without Reference onghui Li, Peng He, Peng Feng, Xiaodong Guo, Weiwen Wu, Hengyong Yu arXiv_CV arXiv_CV Reconstruction Unsupervised Regularization Pose Quantitative Detection Object_Detection Attention Medical PDF
2022-10-01 Cut-Paste Consistency Learning for Semi-Supervised Lesion Segmentation Boon Peng Yap, Beng Koon Ng arXiv_CV arXiv_CV Segmentation Regularization Pose Medical PDF
2022-09-30 Adaptive Weight Decay: On The Fly Weight Decay Tuning for Improving Robustness Amin Ghiasi, Ali Shafahi, Reza Ardekani arXiv_CV arXiv_CV Regularization Adversarial Pose Classification PDF
2022-09-30 DELAD: Deep Landweber-guided deconvolution with Hessian and sparse prior Tomas Chobola, Anton Theileis, Jan Taucher, Tingying Peng arXiv_CV arXiv_CV Transformer Reconstruction Embedding Sparse Regularization Self-Supervised Pose Action Quantitative Deep_Learning CNN PDF
2022-09-30 Rethinking skip connection model as a learnable Markov chain Dengsheng Chen, Jie Hu, Wenwen Qiang, Xiaoming Wei, Enhua Wu arXiv_AI arXiv_AI Recognition Optimization Regularization Pose Deep_Learning PDF
2022-09-30 Self-Distillation for Further Pre-training of Transformers Seanie Lee, Minki Kang, Juho Lee, Sung Ju Hwang, Kenji Kawaguchi arXiv_CV arXiv_CV Transformer Text_Classification Regularization Pose Classification Language_Model PDF
2022-09-30 Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech Recognition Chendong Zhao, Jianzong Wang, Wen qi Wei, Xiaoyang Qu, Haoqian Wang, Jing Xiao arXiv_AI arXiv_AI Transformer Recognition Sparse Regularization Speech Attention Speech_Recognition PDF
2022-09-30 Understanding Pure CLIP Guidance for Voxel Grid NeRF Models Han-Hung Lee, Angel X. Chang arXiv_CV arXiv_CV 3D Regularization Adversarial PDF
2022-09-29 Few-shot Text Classification with Dual Contrastive Consistency Liwen Sun, Jiawei Han arXiv_AI arXiv_AI Text_Classification Regularization Pose Contrastive_Learning Classification Few-Shot Language_Model PDF
2022-09-29 Implicit Bias of Large Depth Networks: a Notion of Rank for Nonlinear Functions Arthur Jacot arXiv_AI arXiv_AI Regularization Denoising PDF
2022-09-29 RECALL: Rehearsal-free Continual Learning for Object Classification Markus Knauer, Maximilian Denninger, Rudolph Triebel arXiv_AI arXiv_AI Recognition Regularization Pose Classification CNN PDF
2022-09-27 Sauron U-Net: Simple automated redundancy elimination in medical image segmentation via filter pruning Juan Miguel Valverde, Artem Shatillo, Jussi Tohka arXiv_AI arXiv_AI Segmentation Optimization Regularization Attention Medical PDF
2022-09-27 Deep Unfolding of the DBFB Algorithm with Application to ROI CT Imaging with Limited Angular Density Marion Savanier, Emilie Chouzenoux, Jean-Christophe Pesquet, Cyril Riddell arXiv_CV arXiv_CV Reconstruction Optimization Regularization Pose Deep_Learning PDF
2022-09-27 Neural Frank-Wolfe Policy Optimization for Region-of-Interest Intra-Frame Coding with HEVC/H.265 Yung-Han Ho, Chia-Hao Kao, Wen-Hsiao Peng, Ping-Chun Hsieh arXiv_CV arXiv_CV Reinforcement_Learning Optimization Regularization Pose Action PDF
2022-09-26 MaxMatch: Semi-Supervised Learning with Worst-Case Consistency Yangbangyan Jiang, Xiaodan Li, Yuefeng Chen, Yuan He, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang arXiv_CV arXiv_CV Regularization Pose Prediction PDF
2022-09-24 Open-Ended Diverse Solution Discovery with Regulated Behavior Patterns for Cross-Domain Adaptation Kang Xu, Yan Ma, Wei Li, Bingsheng Wei arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose PDF
2022-09-24 Robust Hyperspectral Image Fusion with Simultaneous Guide Image Denoising via Constrained Convex Optimization Saori Takeyama, Shunsuke Ono arXiv_CV arXiv_CV Optimization Regularization Knowledge Pose Denoising PDF
2022-09-23 Composite Layers for Deep Anomaly Detection on 3D Point Clouds Alberto Floris, Luca Frittoli, Diego Carrera, Giacomo Boracchi arXiv_CV arXiv_CV Unsupervised Point_Cloud 3D Regularization Classification Detection CNN PDF
2022-09-23 Synthesize Efficient Safety Certificates for Learning-Based Safe Control using Magnitude Regularization Haotian Zheng, Haitong Ma, Sifa Zheng, Shengbo Eben Li, Jianqiang Wang arXiv_RO arXiv_RO Reinforcement_Learning Regularization Pose PDF
2022-09-23 Unsupervised Hashing with Semantic Concept Mining Rong-Cheng Tu, Xian-Ling Mao, Kevin Qinghong Lin, Chengfei Cai, Weize Qin, Hongfa Wang, Wei Wei, Heyan Huang arXiv_CV arXiv_CV Transformer Unsupervised Represenation_Learning Image_Retrieval Regularization Pose PDF
2022-09-21 PREF: Predictability Regularized Neural Motion Fields Liangchen Song, Xuan Gong, Benjamin Planche, Meng Zheng, David Doermann, Junsong Yuan, Terrence Chen, Ziyan Wu arXiv_CV arXiv_CV Embedding 3D Regularization Knowledge Pose Activity PDF
2022-09-21 FedFOR: Stateless Heterogeneous Federated Learning with First-Order Regularization Junjiao Tian, James Seale Smith, Zsolt Kira arXiv_CV arXiv_CV Regularization Pose PDF
2022-09-21 Rethinking the compositionality of point clouds through regularization in the hyperbolic space Antonio Montanaro, Diego Valsesia, Enrico Magli arXiv_CV arXiv_CV Point_Cloud 3D Regularization Pose Classification PDF
2022-09-20 Learning Sparse Latent Representations for Generator Model Hanao Li, Tian Han arXiv_CV arXiv_CV Unsupervised Sparse Regularization Classification Denoising Inference PDF
2022-09-20 Soft Action Priors: Towards Robust Policy Transfer Matheus Centa, Philippe Preux arXiv_AI arXiv_AI Reinforcement_Learning Regularization Knowledge Pose Action Inference PDF
2022-09-20 Fine-grained Classification of Solder Joints with {alpha}-skew Jensen-Shannon Divergence Furkan Ulger, Seniha Esen Yuksel, Atila Yilmaz, Dincer Gokcen arXiv_CV arXiv_CV Transformer Segmentation Regularization Pose Classification Detection Attention Image_Classification Prediction PDF
2022-09-20 Frequency Dropout: Feature-Level Regularization via Randomized Filtering Mobarakol Islam, Ben Glocker arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose Classification Relation Medical CNN Image_Classification Prediction PDF
2022-09-20 Relaxed Attention for Transformer Models Timo Lohrenz, Björn Möller, Zhengyang Li, Tim Fingscheidt arXiv_CL arXiv_CL Transformer Regularization Attention Language_Model PDF
2022-09-19 Ensembles of Compact, Region-specific & Regularized Spiking Neural Networks for Scalable Place Recognition Somayeh Hussaini, Michael Milford, Tobias Fischer arXiv_CV arXiv_CV Recognition Regularization PDF
2022-09-18 Distributed Semi-supervised Fuzzy Regression with Interpolation Consistency Regularization Ye Shi, Leijie Zhang, Zehong Cao, M. Tanveer, Chin-Teng Lin arXiv_AI arXiv_AI Sparse Regularization Pose PDF
2022-09-18 Bootstrap Generalization Ability from Loss Landscape Perspective Huanran Chen, Shitong Shao, Ziyi Wang, Zirui Shang, Jin Chen, Xiaofeng Ji, Xinxiao Wu arXiv_CV arXiv_CV Regularization Pose Deep_Learning PDF
2022-09-16 Self-Supervised Learning with an Information Maximization Criterion Serdar Ozsoy, Shadi Hamdan, Sercan Ö. Arik, Deniz Yuret, Alper T. Erdogan arXiv_CV arXiv_CV Regularization Self-Supervised Pose Relation Matching PDF
2022-09-16 A Deep Moving-camera Background Model Guy Erez, Ron Shapira Weber, Oren Freifeld arXiv_CV arXiv_CV Transformer Tracking Unsupervised Recognition Regularization Pose Deep_Learning Detection PDF
2022-09-16 A regularization-patching dual quaternion optimization method for solving the hand-eye calibration problem Zhongming Chen, Chen Ling, Liqun Qi, Hong Yan arXiv_RO arXiv_RO Optimization Regularization Pose PDF
2022-09-16 Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Farid Razzak, Ji-Rong Wen, Hui Xiong arXiv_CV arXiv_CV Represenation_Learning Regularization Knowledge Self-Supervised Pose PDF
2022-09-16 SRFeat: Learning Locally Accurate and Globally Consistent Non-Rigid Shape Correspondence Lei Li, Souhaib Attaiki, Maks Ovsjanikov arXiv_CV arXiv_CV 3D Regularization Pose Contrastive_Learning Matching PDF
2022-09-16 Dynamics-informed deconvolutional neural networks for super-resolution identification of regime changes in epidemiological time series Jose M. G. Vilar, Leonor Saiz arXiv_CV arXiv_CV Unsupervised Super_Resolution Regularization CNN PDF
2022-09-15 UBARv2: Towards Mitigating Exposure Bias in Task-Oriented Dialogs Yunyi Yang, Hong Ding, Qingyi Liu, Xiaojun Quan arXiv_CL arXiv_CL Regularization Pose Inference PDF
2022-09-15 A Spatiotemporal Model for Precise and Efficient Fully-automatic 3D Motion Correction in OCT Stefan Ploner, Siyu Chen, Jungeun Won, Lennart Husvogt, Katharina Breininger, Julia Schottenhamml, James Fujimoto, Andreas Maier arXiv_CV arXiv_CV Reconstruction Super_Resolution 3D Optimization Regularization Pose Quantitative PDF
2022-09-15 Semi-Counterfactual Risk Minimization Via Neural Networks Gholamali Aminian, Roberto Vega, Omar Rivasplata, Laura Toni, Miguel Rodrigues arXiv_AI arXiv_AI Optimization Regularization Pose Action PDF
2022-09-14 TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation Sungho Suh, Vitor Fortes Rey, Paul Lukowicz arXiv_CV arXiv_CV Transformer Embedding Recognition Regularization Knowledge Adversarial Pose Face Action Deep_Learning Relation Activity CNN PDF
2022-09-14 I2CR: Improving Noise Robustness on Keyword Spotting Using Inter-Intra Contrastive Regularization Dianwen Ng, Jia Qi Yip, Tanmay Surana, Zhao Yang, Chong Zhang, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma arXiv_SD arXiv_SD Embedding Regularization Speech Pose PDF
2022-09-14 DevNet: Self-supervised Monocular Depth Learning via Density Volume Construction Kaichen Zhou, Lanqing Hong, Changhao Chen, Hang Xu, Chaoqiang Ye, Qingyong Hu, Zhenguo Li arXiv_CV arXiv_CV 3D Regularization Self-Supervised Pose Relation PDF
2022-09-13 DOMINO: Domain-aware Model Calibration in Medical Image Segmentation Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin Brink, Matthew Hale, Ruogu Fang arXiv_CV arXiv_CV Segmentation Regularization Deep_Learning Medical Inference PDF
2022-09-13 A Gaussian variational inference approach to motion planning Hongzhe Yu, Yongxin Chen arXiv_RO arXiv_RO Gradient_Descent Optimization Regularization Pose Inference PDF
2022-09-10 Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification Tianyi Lei, Honghui Hu, Qiaoyang Luo, Dezhong Peng, Xu Wang arXiv_CL arXiv_CL Text_Classification Optimization Regularization Self-Supervised Pose Classification Few-Shot Matching PDF
2022-09-09 MaxMatch-Dropout: Subword Regularization for WordPiece Tatsuya Hiraoka arXiv_CL arXiv_CL Bert Text_Classification Regularization Pose Classification Language_Model Matching PDF
2022-09-08 Applying Data Augmentation to Handwritten Arabic Numeral Recognition Using Deep Learning Neural Networks Akm Ashiquzzaman, Abdul Kawsar Tushar, Md Ashiqur Rahman arXiv_CV arXiv_CV Recognition Regularization Pose Deep_Learning CNN PDF
2022-09-08 Lightweight Long-Range Generative Adversarial Networks Bowen Li, Thomas Lukasiewicz arXiv_CV arXiv_CV Regularization Adversarial Pose Relation GAN PDF
2022-09-08 Generalized One-shot Domain Adaption of Generative Adversarial Networks Zicheng Zhang, Yinglu Liu, Congying Han, Tiande Guo, Ting Yao, Tao Mei arXiv_AI arXiv_AI Style_Transfer Regularization Adversarial Pose Quantitative GAN PDF
2022-09-07 On the utility and protection of optimization with differential privacy and classic regularization techniques Eugenio Lomurno, Matteo matteucci arXiv_AI arXiv_AI Gradient_Descent Optimization Regularization Deep_Learning Inference PDF
2022-09-06 Scalable Regularization of Scene Graph Generation Models using Symbolic Theories Davide Buffelli, Efthymia Tsamoura arXiv_CV arXiv_CV Regularization Knowledge Face Deep_Learning Inference PDF
2022-09-06 Improving the Accuracy and Robustness of CNNs Using a Deep CCA Neural Data Regularizer Cassidy Pirlot, Richard C. Gerum, Cory Efird, Joel Zylberberg, Alona Fyshe arXiv_CV arXiv_CV Image_Caption Recognition Regularization Adversarial Classification Relation CNN PDF
2022-09-06 Rethinking Symmetric Matrix Factorization: A More General and Better Clustering Perspective Mengyuan Zhang, Kai Liu arXiv_AI arXiv_AI Regularization Pose PDF
2022-09-06 UPAR: Unified Pedestrian Attribute Recognition and Person Retrieval Andreas Specker, Mickael Cormier, Jürgen Beyerer arXiv_CV arXiv_CV Surveillance Recognition Regularization Pose PDF
2022-09-06 Transformer-CNN Cohort: Semi-supervised Semantic Segmentation by the Best of Both Students Xu Zheng, Yunhao Luo, Hao Wang, Chong Fu, Lin Wang arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Regularization Knowledge Pose CNN Prediction PDF
2022-09-05 A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-Rays Haoqin Ji, Haozhe Liu, Yuexiang Li, Jinheng Xie, Nanjun He, Yawen Huang, Dong Wei, Xinrong Chen, Linlin Shen, Yefeng Zheng arXiv_CV arXiv_CV Regularization Pose PDF
2022-09-05 The Proxy Step-size Technique for Regularized Optimization on the Sphere Manifold Fang Bai, Adrien Bartoli arXiv_RO arXiv_RO Optimization Regularization Pose PDF
2022-09-03 Meta-Learning with Less Forgetting on Large-Scale Non-Stationary Task Distributions Zhenyi Wang, Li Shen, Le Fang, Qiuling Suo, Donglin Zhan, Tiehang Duan, Mingchen Gao arXiv_CV arXiv_CV Regularization Knowledge Pose PDF
2022-09-02 Learning task-specific features for 3D pointcloud graph creation Elías Abad-Rocamora, Javier Ruiz-Hidalgo arXiv_CV arXiv_CV 3D Regularization Pose Deep_Learning Attention PDF
2022-09-01 Learning correspondences of cardiac motion from images using biomechanics-informed modeling Xiaoran Zhang, Chenyu You, Shawn Ahn, Juntang Zhuang, Lawrence Staib, James Duncan arXiv_CV arXiv_CV Segmentation Regularization Pose Quantitative PDF
2022-09-01 Dynamics-Adaptive Continual Reinforcement Learning via Progressive Contextualization Tiantian Zhang, Zichuan Lin, Yuxing Wang, Deheng Ye, Qiang Fu, Wei Yang, Xueqian Wang, Bin Liang, Bo Yuan, Xiu Li arXiv_AI arXiv_AI Reinforcement_Learning Regularization Knowledge Pose Inference PDF
2022-09-01 Combating Noisy Labels in Long-Tailed Image Classification Chaowei Fang, Lechao Cheng, Huiyan Qi, Dingwen Zhang arXiv_CV arXiv_CV Regularization Pose Classification Image_Classification Inference Prediction Matching PDF
2022-09-01 Delving into the Frequency: Temporally Consistent Human Motion Transfer in the Fourier Space Guang Yang, Wu Liu, Xinchen Liu, Xiaoyan Gu, Juan Cao, Jintao Li arXiv_CV arXiv_CV Regularization Pose Detection PDF
2022-08-30 Deep Generative Modeling on Limited Data with Regularization by Nontransferable Pre-trained Models Yong Zhong, Hongtao Liu, Xiaodong Liu, Fan Bao, Weiran Shen, Chongxuan Li arXiv_CV arXiv_CV Regularization Pose GAN PDF
2022-08-29 Deformable Image Registration using Unsupervised Deep Learning for CBCT-guided Abdominal Radiotherapy Huiqiao Xie, Yang Lei, Yabo Fu, Tonghe Wang, Justin Roper, Jeffrey D. Bradley, Pretesh Patel, Tian Liu, Xiaofeng Yang arXiv_CV arXiv_CV Unsupervised Regularization Adversarial Pose Action Quantitative Deep_Learning Relation GAN Inference Prediction PDF
2022-08-29 LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval Kai Zhang, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Binxing Jiao, Daxin Jiang arXiv_CL arXiv_CL Embedding Represenation_Learning Regularization Salient Knowledge Pose PDF
2022-08-29 Combating high variance in Data-Scarce Implicit Hate Speech Classification Debaditya Pal, Kaustubh Chaudhari, Harsh Sharma arXiv_CL arXiv_CL Transformer Bert Optimization Regularization Speech Classification Detection PDF
2022-08-29 Autoinverse: Uncertainty Aware Inversion of Neural Networks Navid Ansari, Hans-Peter Seidel, Nima Vahidi Ferdowsi, Vahid Babaei arXiv_AI arXiv_AI Regularization Pose PDF
2022-08-29 CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions Arezou Pakzad, Kumar Abhishek, Ghassan Hamarneh arXiv_CV arXiv_CV Represenation_Learning Regularization Pose Classification Deep_Learning PDF
2022-08-28 Unsupervised diffeomorphic cardiac image registration using parameterization of the deformation field Ameneh Sheikhjafari, Deepa Krishnaswamy, Michelle Noga, Nilanjan Ray, Kumaradevan Punithakumar arXiv_CV arXiv_CV Unsupervised 3D Regularization Pose PDF
2022-08-28 Bayesian Neural Network Language Modeling for Speech Recognition Boyang Xue, Shoukang Hu, Junhao Xu, Mengzhe Geng, Xunying Liu, Helen Meng arXiv_CL arXiv_CL Transformer NAS Recognition RNN Regularization Speech Pose Speech_Recognition Inference Language_Model PDF
2022-08-27 AesUST: Towards Aesthetic-Enhanced Universal Style Transfer Zhizhong Wang, Zhanjie Zhang, Lei Zhao, Zhiwen Zuo, Ailin Li, Wei Xing, Dongming Lu arXiv_CV arXiv_CV Style_Transfer Regularization Pose Attention PDF
2022-08-27 Object Goal Navigation using Data Regularized Q-Learning Nandiraju Gireesh, D. A. Sasi Kiran, Snehasis Banerjee, Mohan Sridharan, Brojeshwar Bhowmick, Madhava Krishna arXiv_RO arXiv_RO Reinforcement_Learning 3D Regularization PDF
2022-08-26 Constraining Pseudo-label in Self-training Unsupervised Domain Adaptation with Energy-based Model Lingsheng Kong, Bo Hu, Xiongchang Liu, Jun Lu, Jane You, Xiaofeng Liu arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Knowledge Classification Deep_Learning Image_Classification Prediction PDF
2022-08-26 What Does the Gradient Tell When Attacking the Graph Structure Zihan Liu, Ge Wang, Yun Luo, Stan Z. Li arXiv_AI arXiv_AI Regularization Salient Adversarial Pose PDF
2022-08-26 Symbolic Explanation of Affinity-Based Reinforcement Learning Agents with Markov Models Charl Maree, Christian W. Omlin arXiv_AI arXiv_AI Reinforcement_Learning Regularization PDF
2022-08-26 Seg4Reg+: Consistency Learning between Spine Segmentation and Cobb Angle Regression Yi Lin, Luyan Liu, Kai Ma, Yefeng Zheng arXiv_CV arXiv_CV Segmentation Enhancement Optimization Regularization Knowledge Pose Detection Attention PDF
2022-08-25 Combating Mode Collapse in GANs via Manifold Entropy Estimation Haozhe Liu, Bing Li, Haoqian Wu, Hanbang Liang, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng arXiv_AI arXiv_AI Embedding Regularization Adversarial Pose Face GAN PDF
2022-08-25 Towards Federated Learning against Noisy Labels via Local Self-Regularization Xuefeng Jiang, Sheng Sun, Yuwei Wang, Min Liu arXiv_AI arXiv_AI Regularization Knowledge Pose PDF
2022-08-24 Generative Adversarial Network based Image-Deblurring Yuhong Lu, Nicholas Polydorides arXiv_CV arXiv_CV Optimization Regularization Knowledge Adversarial Pose GAN PDF
2022-08-24 Semi-supervised Semantic Segmentation with Mutual Knowledge Distillation Jianlong Yuan, Jinchao Ge, Qi Qian, Zhibin Wang, Fan Wang, Yifan Liu arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Knowledge Pose PDF
2022-08-24 Self-Filtering: A Noise-Aware Sample Selection for Label Noise with Confidence Penalization Qi Wei, Haoliang Sun, Xiankai Lu, Yilong Yin arXiv_CV arXiv_CV Regularization Pose Prediction PDF
2022-08-24 E-NeRF: Neural Radiance Fields from a Moving Event Camera Simon Klenk, Lukas Koestler, Davide Scaramuzza, Daniel Cremers arXiv_CV arXiv_CV Regularization PDF
2022-08-23 Consistency Regularization for Domain Adaptation Kian Boon Koh, Basura Fernando arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Regularization Pose Classification Relation PDF
2022-08-23 FS-BAN: Born-Again Networks for Domain Generalization Few-Shot Classification Yunqing Zhao, Ngai-Man Cheung arXiv_CV arXiv_CV Regularization Knowledge Pose Quantitative Classification Few-Shot PDF
2022-08-23 Learning Visibility for Robust Dense Human Body Estimation Chun-Han Yao, Jimei Yang, Duygu Ceylan, Yi Zhou, Yang Zhou, Ming-Hsuan Yang arXiv_CV arXiv_CV 3D Regularization Pose Prediction PDF
2022-08-22 Quantum Multi-Agent Meta Reinforcement Learning Won Joon Yun, Jihong Park, Joongheon Kim arXiv_AI arXiv_AI Reinforcement_Learning Regularization Pose Few-Shot PDF
2022-08-22 Toward Better Target Representation for Source-Free and Black-Box Domain Adaptation Qucheng Peng, Zhengming Ding, Lingjuan Lyu, Lichao Sun, Chen Chen arXiv_AI arXiv_AI Regularization Knowledge Adversarial Pose PDF
2022-08-22 Learning Low Bending and Low Distortion Manifold Embeddings: Theory and Applications Juliane Braunsmann, Marko Rajković, Martin Rumpf, Benedikt Wirth arXiv_CV arXiv_CV Embedding Regularization Pose PDF
2022-08-21 Improving GANs for Long-Tailed Data through Group Spectral Regularization Harsh Rangwani, Naman Jaswani, Tejan Karmali, Varun Jampani, R. Venkatesh Babu arXiv_CV arXiv_CV Recognition Regularization Adversarial Pose GAN PDF
2022-08-21 A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective Chanwoo Park, Sangdoo Yun, Sanghyuk Chun arXiv_CV arXiv_CV Regularization Adversarial Pose Classification PDF
2022-08-18 Single-Stage Open-world Instance Segmentation with Cross-task Consistency Regularization Xizhe Xue, Dongdong Yu, Lingqiao Liu, Yu Liu, Ying Li, Zehuan Yuan, Ping Song, Mike Zheng Shou arXiv_CV arXiv_CV Segmentation Regularization Pose Detection Autonomous Prediction PDF
2022-08-18 ConMatch: Semi-Supervised Learning with Confidence-Guided Consistency Regularization Jiwon Kim, Youngjo Min, Daehwan Kim, Gyuseong Lee, Junyoung Seo, Kwangrok Ryoo, Seungryong Kim arXiv_CV arXiv_CV Regularization Prediction PDF
2022-08-18 CP-PINNs: Changepoints Detection in PDEs using Physics Informed Neural Networks with Total-Variation Penalty Zhikang Dong, Pawel Polak arXiv_AI arXiv_AI Regularization Knowledge Pose Detection PDF
2022-08-17 Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction Yidong Wang, Hao Wu, Ao Liu, Wenxin Hou, Zhen Wu, Jindong Wang, Takahiro Shinozaki, Manabu Okumura, Yue Zhang arXiv_CL arXiv_CL Regularization Pose Action Deep_Learning Sentiment PDF
2022-08-17 DLCFT: Deep Linear Continual Fine-Tuning for General Incremental Learning Hyounguk Shon, Janghyeon Lee, Seung Hwan Kim, Junmo Kim arXiv_CV arXiv_CV Regularization Pose Classification Deep_Learning Image_Classification PDF
2022-08-16 Measuring Statistical Dependencies via Maximum Norm and Characteristic Functions Povilas Daniušis, Shubham Juneja, Lukas Kuzma, Virginijus Marcinkevičius arXiv_AI arXiv_AI Regularization Pose Action Deep_Learning Inference PDF
2022-08-16 Language-guided Semantic Style Transfer of 3D Indoor Scenes Bu Jin, Beiwen Tian, Hao Zhao, Guyue Zhou arXiv_AI arXiv_AI Transformer Style_Transfer 3D Regularization Language_Model PDF
2022-08-16 Unsupervised Domain Adaptation for Segmentation with Black-box Source Model Xiaofeng Liu, Chaehwa Yoo, Fangxu Xing, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo arXiv_AI arXiv_AI Segmentation Unsupervised Regularization Knowledge Pose PDF
2022-08-14 CoShNet: A Hybird Complex Valued Neural Network using Shearlets Manny Ko, Ujjawal K. Panchal, Héctor Andrade-Loarca, Andres Mendez-Vazquez arXiv_CV arXiv_CV Regularization Pose CNN PDF
2022-08-13 DS-MVSNet: Unsupervised Multi-view Stereo via Depth Synthesis Jingliang Li, Zhengda Lu, Yiqun Wang, Ying Wang, Jun Xiao arXiv_CV arXiv_CV Unsupervised Regularization Pose PDF
2022-08-13 Defense against Backdoor Attacks via Identifying and Purifying Bad Neurons Mingyuan Fan, Yang Liu, Cen Chen, Ximeng Liu, Wenzhong Guo arXiv_CV arXiv_CV Regularization Pose Attention Prediction PDF
2022-08-11 Semi-supervised Vision Transformers at Scale Zhaowei Cai, Avinash Ravichandran, Paolo Favaro, Manchen Wang, Davide Modolo, Rahul Bhotika, Zhuowen Tu, Stefano Soatto arXiv_CV arXiv_CV Transformer Regularization Self-Supervised Pose Classification PDF
2022-08-11 PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation Shuwei Zhai, Guotai Wang, Xiangde Luo, Qiang Yue, Kang Li, Shaoting Zhang arXiv_CV arXiv_CV Segmentation 3D Weakly_Supervised Regularization Knowledge Pose Medical CNN Prediction PDF
2022-08-11 Adaptive and Implicit Regularization for Matrix Completion Zhemin Li, Tao Sun, Hongxia Wang, Bao Wang arXiv_CV arXiv_CV Regularization Pose PDF
2022-08-11 Language-Guided Face Animation by Recurrent StyleGAN-based Generator Tiankai Hang, Huan Yang, Bei Liu, Jianlong Fu, Xin Geng, Baining Guo arXiv_CV arXiv_CV Regularization Pose Face Quantitative GAN PDF
2022-08-10 KiPA22 Report: U-Net with Contour Regularization for Renal Structures Segmentation Kangqing Ye, Peng Liu, Qin Zhou, Guoyan Zheng arXiv_CV arXiv_CV Segmentation 3D Regularization Pose Deep_Learning Contour Medical Prediction PDF
2022-08-10 Semantic Self-adaptation: Enhancing Generalization with a Single Sample Sherwin Bahmani, Oliver Hahn, Eduard Zamfir, Nikita Araslanov, Daniel Cremers, Stefan Roth arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Self-Supervised CNN Inference PDF
2022-08-10 Efficient Joint-Dimensional Search with Solution Space Regularization for Real-Time Semantic Segmentation Peng Ye, Baopu Li, Tao Chen, Jiayuan Fan, Zhen Mei, Chen Lin, Chongyan Zuo, Qinghua Chi, Wanli Ouyan arXiv_AI arXiv_AI NAS Segmentation Semantic_Segmentation Optimization Regularization Pose PDF
2022-08-10 Consistency-based Self-supervised Learning for Temporal Anomaly Localization Aniello Panariello, Angelo Porrello, Simone Calderara, Rita Cucchiara arXiv_AI arXiv_AI Weakly_Supervised Regularization Self-Supervised Pose Detection PDF
2022-08-10 EXTERN: Leveraging Endo-Temporal Regularization for Black-box Video Domain Adaptation Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen arXiv_CV arXiv_CV Unsupervised Recognition Regularization Knowledge Pose Action_Recognition Action Prediction PDF
2022-08-09 Improving COVID-19 CT Classification of CNNs by Learning Parameter-Efficient Representation Yujia Xu, Hak-Keung Lam, Guangyu Jia, Jian Jiang, Junkai Liao, Xinqi Bao arXiv_CV arXiv_CV Regularization Pose Contrastive_Learning Classification Deep_Learning Detection PDF
2022-08-08 Ensembled Autoencoder Regularization for Multi-Structure Segmentation for Kidney Cancer Treatment David Jozef Hresko, Marek Kurej, Jakub Gazda, Peter Drotar arXiv_CV arXiv_CV Segmentation Regularization Pose Relation GAN CNN PDF
2022-08-08 Semantic Enhanced Text-to-SQL Parsing via Iteratively Learning Schema Linking Graph Aiwei Liu, Xuming Hu, Li Lin, Lijie Wen arXiv_CL arXiv_CL Unsupervised Regularization Pose Face Matching PDF
2022-08-08 Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration Ziqi Zhou, Lei Qi, Yinghuan Shi arXiv_CV arXiv_CV Segmentation Restoration Regularization Medical PDF
2022-08-07 Hierarchical Semantic Regularization of Latent Spaces in StyleGANs Tejan Karmali, Rishubh Parihar, Susmit Agrawal, Harsh Rangwani, Varun Jampani, Maneesh Singh, R. Venkatesh Babu arXiv_CV arXiv_CV Regularization Pose GAN PDF
2022-08-07 Preserving Fine-Grain Feature Information in Classification via Entropic Regularization Raphael Baena, Lucas Drumetz, Vincent Gripon arXiv_CV arXiv_CV Regularization Classification PDF
2022-08-06 LFGCF: Light Folksonomy Graph Collaborative Filtering for Tag-Aware Recommendation Yin Zhang, Can Xu, XianJun Wu, Yan Zhang, LiGang Dong, Weigang Wang arXiv_AI arXiv_AI Embedding Regularization Pose CNN Recommendation PDF
2022-08-05 ZLPR: A Novel Loss for Multi-label Classification Jianlin Su, Mingren Zhu, Ahmed Murtadha, Shengfeng Pan, Bo Wen, Yunfeng Liu arXiv_CL arXiv_CL Regularization Pose Classification Deep_Learning Relation Prediction PDF
2022-08-04 ZeroMesh: Zero-shot Single-view 3D Mesh Reconstruction Xianghui Yang, Guosheng Lin, Luping Zhou arXiv_CV arXiv_CV Reconstruction 3D Zero-Shot Regularization Pose Face Deep_Learning PDF
2022-08-04 Invariant Representations with Stochastically Quantized Neural Networks Mattia Cerrato, Marius Köppel, Roberto Esposito, Stefan Kramer arXiv_AI arXiv_AI Gradient_Descent Represenation_Learning Regularization Pose PDF
2022-08-04 DropKey Bonan Li, Yinhan Hu, Xuecheng Nie, Congying Han, Xiangjian Jiang, Tiande Guo, Luoqi Liu arXiv_CV arXiv_CV Transformer Regularization Pose Action Classification Detection Object_Detection Attention Image_Classification PDF
2022-08-03 Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization Kangjun Liu, Ke Chen, Kui Jia arXiv_CV arXiv_CV Sparse Represenation_Learning Regularization Self-Supervised Pose Classification Relation CNN PDF
2022-08-03 Decay2Distill: Leveraging spatial perturbation and regularization for self-supervised image denoisin Manisha Das Chaity, Masud An Nur Islam Fahim arXiv_CV arXiv_CV Regularization Self-Supervised Pose Denoising PDF
2022-08-03 Statistical Attention Localization : Methodology and Application to Object Classification Yijing Yang, Vasileios Magoulianitis, Xinyu Wang, C.-C. Jay Kuo arXiv_CV arXiv_CV Regularization Salient Pose Classification Attention PDF
2022-08-01 AvatarGen: a 3D Generative Model for Animatable Human Avatars Jianfeng Zhang, Zihang Jiang, Dingdong Yang, Hongyi Xu, Yichun Shi, Guoxian Song, Zhongcong Xu, Xinchao Wang, Jiashi Feng arXiv_CV arXiv_CV Reconstruction Unsupervised 3D Regularization Pose GAN PDF
2022-07-31 Symmetry Regularization and Saturating Nonlinearity for Robust Quantization Sein Park, Yeongsang Jang, Eunhyeok Park arXiv_AI arXiv_AI Quantization Regularization Pose QA PDF
2022-07-30 Learning Pseudo Front Depth for 2D Forward-Looking Sonar-based Multi-view Stereo Yusheng Wang, Yonghoon Ji, Hiroshi Tsuchiya, Hajime Asama, Atsushi Yamashita arXiv_RO arXiv_RO 3D Regularization Pose Face PDF
2022-07-29 MulViMotion: Shape-aware 3D Myocardial Motion Tracking from Multi-View Cardiac MRI Qingjie Meng, Chen Qin, Wenjia Bai, Tianrui Liu, Antonio de Marvao, Declan P O'Regan, Daniel Rueckert arXiv_CV arXiv_CV Tracking 3D Regularization Pose Quantitative PDF
2022-07-29 Recognition of Handwritten Chinese Text by Segmentation: A Segment-annotation-free Approach Dezhi Peng, Lianwen Jin, Weihong Ma, Canyu Xie, Hesuo Zhang, Shenggao Zhu, Jing Li arXiv_CV arXiv_CV Segmentation Recognition Weakly_Supervised Regularization Pose Classification Attention CNN Inference PDF
2022-07-28 Self-supervised learning with rotation-invariant kernels Léon Zheng (DANTE), Gilles Puy, Elisa Riccietti (DANTE), Patrick Pérez, Rémi Gribonval (DANTE) arXiv_AI arXiv_AI Image_Caption Embedding Regularization Self-Supervised Pose PDF
2022-07-27 Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors Arnaud Boutillon, Pierre-Henri Conze, Christelle Pons, Valérie Burdin, Bhushan Borotikar arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation Sparse Regularization Pose Classification Deep_Learning Medical Image_Classification Prediction PDF
2022-07-27 Time Series Forecasting Models Copy the Past: How to Mitigate Chrysoula Kosma, Giannis Nikolentzos, Nancy Xu, Michalis Vazirgiannis arXiv_AI arXiv_AI Regularization Pose Prediction PDF
2022-07-27 Generator Knows What Discriminator Should Learn in Unconditional GANs Gayoung Lee, Hyunsu Kim, Junho Kim, Seonghyeon Kim, Jung-Woo Ha, Yunjey Choi arXiv_CV arXiv_CV Segmentation Regularization Pose Quantitative GAN PDF
2022-07-27 Sparse Deep Neural Network for Nonlinear Partial Differential Equations Yuesheng Xu, Taishan Zeng arXiv_AI arXiv_AI Sparse Regularization Pose PDF
2022-07-26 Static and Dynamic Concepts for Self-supervised Video Representation Learning Rui Qian, Shuangrui Ding, Xian Liu, Dahua Lin arXiv_CV arXiv_CV Video_Caption Represenation_Learning Regularization Self-Supervised Pose Attention PDF
2022-07-25 Trainability Preserving Neural Structured Pruning Huan Wang, Yun Fu arXiv_AI arXiv_AI Regularization Knowledge Pose CNN PDF
2022-07-25 W2N:Switching From Weak Supervision to Noisy Supervision for Object Detection Zitong Huang, Yiping Bao, Bowen Dong, Erjin Zhou, Wangmeng Zuo arXiv_CV arXiv_CV Transfer_Learning Regularization Pose Detection Object_Detection Prediction PDF
2022-07-24 Improving Test-Time Adaptation via Shift-agnostic Weight Regularization and Nearest Source Prototypes Sungha Choi, Seunghan Yang, Seokeon Choi, Sungrack Yun arXiv_CV arXiv_CV Unsupervised Regularization Pose PDF
2022-07-24 Semi-supervised Deep Multi-view Stereo Hongbin Xu, Zhipeng Zhou, Weitao Cheng, Baigui Sun, Hao Li, Wenxiong Kang arXiv_AI arXiv_AI Unsupervised Regularization Pose Prediction PDF
2022-07-24 Kernel Relative-prototype Spectral Filtering for Few-shot Learning Tao Zhang, Wu Huang arXiv_AI arXiv_AI Bert Regularization Pose Classification Few-Shot PDF
2022-07-24 Improved Regularization of Event-based Learning by Reversing and Drifting Haibo Shen, Yihao Luo, Xiang Cao, Liangqi Zhang, Juyu Xiao, Tianjiang Wang arXiv_CV arXiv_CV Regularization Pose PDF
2022-07-22 Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay Huan Liu, Li Gu, Zhixiang Chi, Yang Wang, Yuanhao Yu, Jun Chen, Jin Tang arXiv_CV arXiv_CV Regularization Knowledge Pose Deep_Learning Few-Shot PDF
2022-07-22 Motion Planning and Control for Multi Vehicle Autonomous Racing at High Speeds Ayoub Raji, Alexander Liniger, Andrea Giove, Alessandro Toschi, Nicola Musiu, Daniele Morra, Micaela Verucchi, Danilo Caporale, Marko Bertogna arXiv_RO arXiv_RO Tracking Optimization Regularization Pose Autonomous PDF
2022-07-22 Graph Spatio-Spectral Total Variation Model for Hyperspectral Image Denoising Shingo Takemoto, Kazuki Naganuma, Shunsuke Ono arXiv_CV arXiv_CV Optimization Regularization Pose Denoising PDF
2022-07-22 Complementing Semi-Supervised Learning with Uncertainty Quantification Ehsan Kazemi arXiv_AI arXiv_AI Unsupervised Regularization Knowledge Pose Classification PDF
2022-07-21 Approximate Differentiable Rendering with Algebraic Surfaces Leonid Keselman, Martial Hebert arXiv_CV arXiv_CV Reconstruction Segmentation Gradient_Descent 3D Pose_Estimation Regularization Pose Face PDF
2022-07-21 On an Edge-Preserving Variational Model for Optical Flow Estimation Hirak Doshi, N. Uday Kiran arXiv_CV arXiv_CV Regularization Pose Optical_Flow PDF
2022-07-21 Towards Accurate Open-Set Recognition via Background-Class Regularization Wonwoo Cho, Jaegul Choo arXiv_CV arXiv_CV Recognition Regularization Pose Classification Inference PDF
2022-07-20 GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation Learning Huseyin Coskun, Alireza Zareian, Joshua L. Moore, Federico Tombari, Chen Wang arXiv_CV arXiv_CV Unsupervised Recognition Represenation_Learning Regularization Self-Supervised Pose Action_Recognition Action Classification Optical_Flow Video_Retrieval Video_Classification PDF
2022-07-20 Structural Causal 3D Reconstruction Weiyang Liu, Zhen Liu, Liam Paull, Adrian Weller, Bernhard Schölkopf arXiv_CV arXiv_CV Reconstruction Unsupervised 3D Regularization Pose PDF
2022-07-20 Monocular 3D Object Reconstruction with GAN Inversion Junzhe Zhang, Daxuan Ren, Zhongang Cai, Chai Kiat Yeo, Bo Dai, Chen Change Loy arXiv_CV arXiv_CV Reconstruction 3D Regularization GAN PDF
2022-07-20 On the Versatile Uses of Partial Distance Correlation in Deep Learning Xingjian Zhen, Zihang Meng, Rudrasis Chakraborty, Vikas Singh arXiv_CV arXiv_CV Transformer Regularization Adversarial Face Deep_Learning Relation PDF
2022-07-20 Pseudo-label Guided Cross-video Pixel Contrast for Robotic Surgical Scene Segmentation with Limited Annotations Yang Yu, Zixu Zhao, Yueming Jin, Guangyong Chen, Qi Dou, Pheng-Ann Heng arXiv_CV arXiv_CV Segmentation Represenation_Learning Regularization Pose PDF
2022-07-19 Cycle Encoding of a StyleGAN Encoder for Improved Reconstruction and Editability Xudong Mao, Liujuan Cao, Aurele T. Gnanha, Zhenguo Yang, Qing Li, Rongrong Ji arXiv_CV arXiv_CV Reconstruction Optimization Regularization Pose Quantitative GAN PDF
2022-07-19 Incremental Task Learning with Incremental Rank Updates Rakib Hyder, Ken Shao, Boyu Hou, Panos Markopoulos, Ashley Prater-Bennette, M. Salman Asif arXiv_CV arXiv_CV Regularization Pose PDF
2022-07-19 ML-BPM: Multi-teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic Segmentation Fei Pan, Sungsu Hur, Seokju Lee, Junsik Kim, In So Kweon arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose PDF
2022-07-18 Implicit Regularization with Polynomial Growth in Deep Tensor Factorization Kais Hariz, Hachem Kadri, Stéphane Ayache, Mahzer Moakher, Thierry Artières arXiv_AI arXiv_AI Regularization Deep_Learning PDF
2022-07-18 GLEAM: Greedy Learning for Large-Scale Accelerated MRI Reconstruction Batu Ozturkler, Arda Sahiner, Tolga Ergen, Arjun D Desai, Christopher M Sandino, Shreyas Vasanawala, John M Pauly, Morteza Mardani, Mert Pilanci arXiv_CV arXiv_CV Reconstruction 3D Optimization Regularization Pose PDF
2022-07-17 INFWIDE: Image and Feature Space Wiener Deconvolution Network for Non-blind Image Deblurring in Low-Light Conditions Zhihong Zhang, Yuxiao Cheng, Jinli Suo, Liheng Bian, Qionghai Dai arXiv_CV arXiv_CV Reconstruction Regularization Pose PDF
2022-07-17 Source-free Unsupervised Domain Adaptation for Blind Image Quality Assessment Jianzhao Liu, Xin Li, Shukun An, Zhibo Chen arXiv_CV arXiv_CV Unsupervised Regularization Knowledge Self-Supervised Pose Prediction QA PDF
2022-07-16 Monitoring Vegetation From Space at Extremely Fine Resolutions via Coarsely-Supervised Smooth U-Net Joshua Fan, Di Chen, Jiaming Wen, Ying Sun, Carla P. Gomes arXiv_AI arXiv_AI Regularization Knowledge Pose Relation CNN PDF
2022-07-16 Learn-to-Decompose: Cascaded Decomposition Network for Cross-Domain Few-Shot Facial Expression Recognition Xinyi Zou, Yan Yan, Jing-Hao Xue, Si Chen, Hanzi Wang arXiv_CV arXiv_CV Recognition Regularization Pose Few-Shot PDF
2022-07-16 Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation Viet Anh Trinh, Pegah Ghahremani, Brian King, Jasha Droppo, Andreas Stolcke, Roland Maas arXiv_SD arXiv_SD Recognition Regularization Speech Pose Speech_Recognition PDF
2022-07-15 HOME: High-Order Mixed-Moment-based Embedding for Representation Learning Chuang Niu, Ge Wang arXiv_AI arXiv_AI Embedding Represenation_Learning Regularization Knowledge Self-Supervised Pose PDF
2022-07-15 Position Prediction as an Effective Pretraining Strategy Shuangfei Zhai, Navdeep Jaitly, Jason Ramapuram, Dan Busbridge, Tatiana Likhomanenko, Joseph Yitan Cheng, Walter Talbott, Chen Huang, Hanlin Goh, Joshua Susskind arXiv_CV arXiv_CV Transformer Reconstruction Embedding Unsupervised Recognition Bert Regularization Speech Self-Supervised Pose Classification Relation Speech_Recognition Prediction PDF
2022-07-15 USegScene: Unsupervised Learning of Depth, Optical Flow and Ego-Motion with Semantic Guidance and Coupled Networks Johan Vertens, Wolfram Burgard arXiv_CV arXiv_CV Unsupervised Regularization Pose CNN Optical_Flow Prediction Matching PDF
2022-07-14 Relighting4D: Neural Relightable Human from Videos Zhaoxi Chen, Ziwei Liu arXiv_CV arXiv_CV Regularization Self-Supervised Pose PDF
2022-07-14 E2-AEN: End-to-End Incremental Learning with Adaptively Expandable Network Guimei Cao, Zhanzhan Cheng, Yunlu Xu, Duo Li, Shiliang Pu, Yi Niu, Fei Wu arXiv_CV arXiv_CV Regularization Pose Classification Detection PDF
2022-07-13 Lipschitz Continuity Retained Binary Neural Network Yuzhang Shang, Dan Xu, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan arXiv_CV arXiv_CV Quantization Regularization Pose PDF
2022-07-13 Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach Prashant Bhat, Bahram Zonooz, Elahe Arani arXiv_AI arXiv_AI Transformer Regularization Self-Supervised Pose PDF
2022-07-13 Domain adaptation strategies for cancer-independent detection of lymph node metastases Péter Bándi, Maschenka Balkenhol, Marcory van Dijk, Bram van Ginneken, Jeroen van der Laak, Geert Litjens arXiv_CV arXiv_CV Regularization Detection CNN PDF
2022-07-13 Probing the Robustness of Independent Mechanism Analysis for Representation Learning Joanna Sliwa, Shubhangi Ghosh, Vincent Stimper, Luigi Gresele, Bernhard Schölkopf arXiv_AI arXiv_AI Represenation_Learning Regularization Pose PDF
2022-07-13 Rapid Person Re-Identification via Sub-space Consistency Regularization Qingze Yin, Guanan Wang, Guodong Ding, Qilei Li, Shaogang Gong, Zhenmin Tang arXiv_CV arXiv_CV Person_Re-identification Sparse Regularization Pose Re-identification PDF
2022-07-11 Susceptibility of Continual Learning Against Adversarial Attacks Hikmat Khan, Pir Masoom Shah, Syed Farhan Alam Zaidi, Saif ul Islam arXiv_CV arXiv_CV Regularization Adversarial Pose Classification PDF
2022-07-11 Audio-Visual Segmentation Jinxing Zhou, Jianyuan Wang, Jiayi Zhang, Weixuan Sun, Jing Zhang, Stan Birchfield, Dan Guo, Lingpeng Kong, Meng Wang, Yiran Zhong arXiv_SD arXiv_SD Segmentation Regularization Pose Action Quantitative PDF
2022-07-11 Consistency is the key to further mitigating catastrophic forgetting in continual learning Prashant Bhat, Bahram Zonooz, Elahe Arani arXiv_AI arXiv_AI Regularization Self-Supervised Pose Prediction PDF
2022-07-10 Progressively-connected Light Field Network for Efficient View Synthesis Peng Wang, Yuan Liu, Guying Lin, Jiatao Gu, Lingjie Liu, Taku Komura, Wenping Wang arXiv_CV arXiv_CV 3D Regularization Pose PDF
2022-07-09 Intermediate-layer output Regularization for Attention-based Speech Recognition with Shared Decoder Jicheng Zhang, Yizhou Peng, Haihua Xu, Yi He, Eng Siong Chng, Hao Huang arXiv_SD arXiv_SD Recognition Regularization Speech Pose Attention Speech_Recognition PDF
2022-07-09 Improved and Interpretable Defense to Transferred Adversarial Examples by Jacobian Norm with Selective Input Gradient Regularization Deyin Liu, Lin Wu, Farid Boussaid, Mohammed Bennamoun arXiv_AI arXiv_AI Regularization Salient Adversarial Pose Classification Deep_Learning Prediction PDF
2022-07-08 An Efficiency Study for SPLADE Models Carlos Lassance, Stéphane Clinchant arXiv_CL arXiv_CL Zero-Shot Regularization Knowledge Pose Language_Model PDF
2022-07-08 Unsupervised Domain Adaptive Fundus Image Segmentation with Category-level Regularization Wei Feng, Lin Wang, Lie Ju, Xin Zhao, Xin Wang, Xiaoyu Shi, Zongyuan Ge arXiv_CV arXiv_CV Segmentation Unsupervised Regularization Adversarial Pose Medical Prediction PDF
2022-07-08 Balanced Self-Paced Learning for AUC Maximization Bin Gu, Chenkang Zhang, Huan Xiong, Heng Huang arXiv_AI arXiv_AI Optimization Regularization Pose Deep_Learning PDF
2022-07-07 An Embedding-Dynamic Approach to Self-supervised Learning Suhong Moon, Domas Buracas, Seunghyun Park, Jinkyu Kim, John Canny arXiv_CV arXiv_CV Segmentation Embedding Transfer_Learning Optimization Regularization Knowledge Self-Supervised Classification Detection Object_Detection Image_Classification PDF
2022-07-07 Highlight Specular Reflection Separation based on Tensor Low-rank and Sparse Decomposition Using Polarimetric Cues Moein Shakeri, Hong Zhang arXiv_CV arXiv_CV Sparse Regularization Pose PDF
2022-07-07 Enhancing Fairness of Visual Attribute Predictors Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold arXiv_CV arXiv_CV Recognition Regularization Knowledge Pose Face Classification Medical PDF
2022-07-07 Towards the Practical Utility of Federated Learning in the Medical Domain Seongjun Yang, Hyeonji Hwang, Daeyoung Kim, Radhika Dua, Jong-Yeup Kim, Eunho Yang, Edward Choi arXiv_AI arXiv_AI Regularization Pose Medical PDF
2022-07-06 A Deep Model for Partial Multi-Label Image Classification with Curriculum Based Disambiguation Feng Sun, Ming-Kun Xie, Sheng-Jun Huang arXiv_CV arXiv_CV Regularization Knowledge Pose Classification Image_Classification PDF
2022-07-05 Robust Reinforcement Learning in Continuous Control Tasks with Uncertainty Set Regularization Yuan Zhang, Jianhong Wang, Joschka Boedecker arXiv_AI arXiv_AI Reinforcement_Learning Regularization Adversarial Pose PDF
2022-07-05 Disentangling private classes through regularization Enzo Tartaglione, Francesca Gennari, Marco Grangetto arXiv_AI arXiv_AI Regularization Pose Action Deep_Learning Attention PDF
2022-07-05 Understanding and Improving Group Normalization Agus Gunawan, Xu Yin, Kang Zhang arXiv_CV arXiv_CV Recognition Regularization Pose Classification Image_Classification PDF
2022-07-05 GLANCE: Global to Local Architecture-Neutral Concept-based Explanations Avinash Kori, Ben Glocker, Francesca Toni arXiv_AI arXiv_AI Regularization Knowledge Adversarial Pose Face Action GAN PDF
2022-07-04 Selectively increasing the diversity of GAN-generated samples Jan Dubiński, Kamil Deja, Sandro Wenzel, Przemysław Rokita, Tomasz Trzciński arXiv_CV arXiv_CV Regularization Adversarial Pose GAN PDF
2022-07-04 Counterbalancing Teacher: Regularizing Batch Normalized Models for Robustness Saeid Asgari Taghanaki, Ali Gholami, Fereshte Khani, Kristy Choi, Linh Tran, Ran Zhang, Aliasghar Khani arXiv_CV arXiv_CV Regularization Pose PDF
2022-07-03 FasterAI: A Lightweight Library for Creating Sparse Neural Networks Nathan Hubens arXiv_AI arXiv_AI Sparse Regularization Knowledge Pose PDF
2022-07-03 Stabilizing Off-Policy Deep Reinforcement Learning from Pixels Edoardo Cetin, Philip J. Ball, Steve Roberts, Oya Celiktutan arXiv_CV arXiv_CV Reinforcement_Learning Regularization Pose CNN PDF
2022-07-03 Digital-twin-enhanced metal tube bending forming real-time prediction method based on Multi-source-input MTL Chang Sun (1), Zili Wang (1 and 2), Shuyou Zhang (1 and 2), Taotao Zhou (1), Jie Li (1), Jianrong Tan (1 and 2) arXiv_AI arXiv_AI Transformer Regularization Pose Prediction PDF
2022-07-02 Backdoor Attack is A Devil in Federated GAN-based Medical Image Synthesis Ruinan Jin, Xiaoxiao Li arXiv_AI arXiv_AI Regularization Adversarial Pose Classification Deep_Learning Detection GAN Medical PDF
2022-07-02 Multi-scale Attentive Image De-raining Networks via Neural Architecture Search Lei Cai, Yuli Fu, Wanliang Huo, Youjun Xiang, Tao Zhu, Ying Zhang, Huanqiang Zeng arXiv_AI arXiv_AI NAS Segmentation Regularization Pose Deep_Learning Detection Attention PDF
2022-07-02 Syntax Controlled Knowledge Graph-to-Text Generation with Order and Semantic Consistency Jin Liu, Chongfeng Fan, Fengyu Zhou, Huijuan Xu arXiv_AI arXiv_AI Optimization Regularization Knowledge Knowledge_Graph Speech Text_Generation Caption Prediction PDF
2022-07-01 Exploring the solution space of linear inverse problems with GAN latent geometry Antonio Montanaro, Diego Valsesia, Enrico Magli arXiv_CV arXiv_CV Reconstruction Inpainting Super_Resolution Regularization Knowledge Adversarial Pose GAN PDF
2022-07-01 likelihood Training for Interpretable Embedding Jiaxin Wu, Chong-Wah Ngo, Wing-Kwong Chan, Zhijian Hou arXiv_CV arXiv_CV Embedding Video_Caption Represenation_Learning Regularization Knowledge Pose PDF
2022-06-30 Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-Contrast CT Scans Haomiao Ni, Yuan Xue, Kelvin Wong, John Volpi, Stephen T.C. Wong, James Z. Wang, Xiaolei Huang arXiv_CV arXiv_CV Segmentation Unsupervised 3D Regularization Salient Knowledge Pose Action PDF
2022-06-30 Multi-Granularity Regularized Re-Balancing for Class Incremental Learning Huitong Chen, Yu Wang, Qinghua Hu arXiv_CV arXiv_CV Regularization Knowledge Pose Deep_Learning Relation PDF
2022-06-29 NeRF, meet differential geometry! Thibaud Ehret, Roger Marí, Gabriele Facciolo arXiv_CV arXiv_CV 3D Sparse Regularization Pose Face PDF
2022-06-29 GO-Surf: Neural Feature Grid Optimization for Fast, High-Fidelity RGB-D Surface Reconstruction Jingwen Wang, Tymoteusz Bleja, Lourdes Agapito arXiv_CV arXiv_CV Reconstruction Optimization Regularization Face PDF
2022-06-29 Interventional Contrastive Learning with Meta Semantic Regularizer Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong arXiv_CV arXiv_CV Represenation_Learning Regularization Self-Supervised Pose Contrastive_Learning Action PDF
2022-06-29 Procrustes Analysis with Deformations: A Closed-Form Solution by Eigenvalue Decomposition Fang Bai, Adrien Bartoli arXiv_RO arXiv_RO OCR 3D Regularization Pose PDF
2022-06-29 Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary Quande Liu, Cheng Chen, Qi Dou, Pheng-Ann Heng arXiv_CV arXiv_CV Segmentation Regularization Medical PDF
2022-06-28 Semi-supervised Contrastive Outlier removal for Pseudo Expectation Maximization Sumeet Menon, David Chapman arXiv_AI arXiv_AI Regularization Contrastive_Learning Classification Deep_Learning PDF
2022-06-28 Deep Neural Networks pruning via the Structured Perspective Regularization Matteo Cacciola, Antonio Frangioni, Xinlin Li, Andrea Lodi arXiv_CV arXiv_CV Regularization Pose Inference PDF
2022-06-28 Primitive Graph Learning for Unified Vector Mapping Lei Wang, Min Dai, Jianan He, Jingwei Huang, Mingwei Sun arXiv_CV arXiv_CV Reconstruction Embedding Regularization Pose Survey Action Relation Attention Prediction PDF
2022-06-27 Omni-Seg+: A Scale-aware Dynamic Network for Pathological Image Segmentation Ruining Deng, Quan Liu, Can Cui, Tianyuan Yao, Jun Long, Zuhayr Asad, R. Michael Womick, Zheyu Zhu, Agnes B. Fogo, Shilin Zhao, Haichun Yang, Yuankai Huo arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose Relation PDF
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
2022-06-18 Weight Rescaling: Effective and Robust Regularization for Deep Neural Networks with Batch Normalization Ziquan Liu, Yufei Cui, Jia Wan, Yu Mao, Antoni B. Chan arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Regularization Pose Classification Detection Object_Detection Image_Classification 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 Transformer 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 Analysis of Catastrophic Forgetting for Random Orthogonal Transformation Tasks in the Overparameterized Regime Daniel Goldfarb, Paul Hand arXiv_AI arXiv_AI Gradient_Descent Regularization Classification Image_Classification 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, Ka