Represenation

Represenation

• 2021-09-16 Semi-Supervised Visual Representation Learning for Fashion Compatibility    Ambareesh Revanur, Vijay Kumar, Deepthi Sharma arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Regularization  Pose  Action  Prediction  Matching  PDF
• 2021-09-16 Dense Semantic Contrast for Self-Supervised Visual Representation Learning    Xiaoni Li, Yu Zhou, Yifei Zhang, Aoting Zhang, Wei Wang, Ning Jiang, Haiying Wu, Weiping Wang arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Detection  Relation  Object_Detection  Prediction  PDF
• 2021-09-14 Graph Embedding via Diffusion-Wavelets-Based Node Feature Distribution Characterization    Lili Wang, Chenghan Huang, Weicheng Ma, Xinyuan Cao, Soroush Vosoughi arXiv_AI arXiv_AI  Embedding  Unsupervised  Sparse  Represenation_Learning  Pose  PDF
• 2021-09-14 Self-Supervised Metric Learning With Graph Clustering For Speaker Diarization    Prachi Singh, Sriram Ganapathy arXiv_SD arXiv_SD  Embedding  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-09-14 Comparing Reconstruction- and Contrastive-based Models for Visual Task Planning    Constantinos Chamzas, Martina Lippi, Michael C. Welle, Anastasia Varava, Lydia E. Kavraki, Danica Kragic arXiv_RO arXiv_RO  Reconstruction  Represenation_Learning  PDF
• 2021-09-14 Network representation learning systematic review: ancestors and current development state    Amina Amara, Mohamed Ali Hadj Taieb, Mohamed Ben Aouicha arXiv_AI arXiv_AI  Embedding  Sparse  Represenation_Learning  Review  Pose  Survey  PDF
• 2021-09-13 Predicting the outcome of team movements -- Player time series analysis using fuzzy and deep methods for representation learning    Omid Shokrollahi, Bahman Rohani, Amin Nobakhti arXiv_AI arXiv_AI  Unsupervised  Recognition  Represenation_Learning  Pose  Action  Prediction  PDF
• 2021-09-13 Cross Domain Robot Imitation with Invariant Representation    Zhao-Heng Yin, Lingfeng Sun, Hengbo Ma, Masayoshi Tomizuka, Wu-Jun Li arXiv_RO arXiv_RO  Represenation_Learning  Pose  Action  PDF
• 2021-09-13 Task Guided Compositional Representation Learning for ZDA    Shuang Liu, Mete Ozay arXiv_CV arXiv_CV  Zero-Shot  Represenation_Learning  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-09-13 Online Unsupervised Learning of Visual Representations and Categories    Mengye Ren, Tyler R. Scott, Michael L. Iuzzolino, Michael C. Mozer, Richard Zemel arXiv_CV arXiv_CV  Unsupervised  Recognition  Represenation_Learning  Self-Supervised  Pose  Action  Few-Shot  PDF
• 2021-09-12 Constructing Phrase-level Semantic Labels to Form Multi-Grained Supervision for Image-Text Retrieval    Zhihao Fan, Zhongyu Wei, Zejun Li, Siyuan Wang, Haijun Shan, Xuanjing Huang, Jianqing Fan arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Pose  Action  Attention  Matching  PDF
• 2021-09-12 Pairwise Supervised Contrastive Learning of Sentence Representations    Dejiao Zhang, Shang-Wen Li, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang arXiv_CL arXiv_CL  Represenation_Learning  Pose  Contrastive_Learning  Inference  PDF
• 2021-09-11 Bayesian Topic Regression for Causal Inference    Maximilian Ahrens, Julian Ashwin, Jan-Peter Calliess, Vu Nguyen arXiv_CL arXiv_CL  Represenation_Learning  Inference  Prediction  PDF
• 2021-09-11 Learning Statistical Representation with Joint Deep Embedded Clustering    Mina Rezaei, Emilio Dorigatti, David Ruegamer, Bernd Bischl arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Pose  Deep_Learning  PDF
• 2021-09-10 Box Embeddings: An open-source library for representation learning using geometric structures    Tejas Chheda, Purujit Goyal, Trang Tran, Dhruvesh Patel, Michael Boratko, Shib Sankar Dasgupta, Andrew McCallum arXiv_CL arXiv_CL  Embedding  Represenation_Learning  PDF
• 2021-09-10 Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding    Zhenzhi Wang, Limin Wang, Tao Wu, Tianhao Li, Gangshan Wu arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Detection  Relation  Matching  PDF
• 2021-09-09 Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts    Hong-Yu Zhou, Chixiang Lu, Sibei Yang, Xiaoguang Han, Yizhou Yu arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  Contrastive_Learning  Classification  Medical  PDF
• 2021-09-09 Deep Active Inference for Pixel-Based Discrete Control: Evaluation on the Car Racing Problem    Niels van Hoeffelen, Pablo Lanillos arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Inference  PDF
• 2021-09-09 Graphine: A Dataset for Graph-aware Terminology Definition Generation    Zequn Liu, Shukai Wang, Yiyang Gu, Ruiyi Zhang, Ming Zhang, Sheng Wang arXiv_CL arXiv_CL  Transformer  Represenation_Learning  Pose  Text_Generation  Medical  Language_Model  PDF
• 2021-09-08 Sequence Level Contrastive Learning for Text Summarization    Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei arXiv_CL arXiv_CL  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Summarization  Text_Generation  PDF
• 2021-09-08 Cross-Site Severity Assessment of COVID-19 from CT Images via Domain Adaptation    Geng-Xin Xu, Chen Liu, Jun Liu, Zhongxiang Ding, Feng Shi, Man Guo, Wei Zhao, Xiaoming Li, Ying Wei, Yaozong Gao, Chuan-Xian Ren, Dinggang Shen arXiv_CV arXiv_CV  Reconstruction  Represenation_Learning  Pose  Face  Classification  PDF
• 2021-09-08 RGB-D Salient Object Detection with Ubiquitous Target Awareness    Yifan Zhao, Jiawei Zhao, Jia Li, Xiaowu Chen arXiv_CV arXiv_CV  Represenation_Learning  Salient  Pose  Action  Detection  Object_Detection  Inference  PDF
• 2021-09-08 Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering    Chenyu You, Nuo Chen, Yuexian Zou arXiv_AI arXiv_AI  Restoration  Represenation_Learning  Speech  Self-Supervised  Pose  Attention  Prediction  QA  PDF
• 2021-09-07 Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology    Joseph Boyd, Mykola Liashuha, Eric Deutsch, Nikos Paragios, Stergios Christodoulidis, Maria Vakalopoulou arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Classification  PDF
• 2021-09-07 Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution    Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu arXiv_CV arXiv_CV  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-09-07 The DKU-DukeECE System for the Self-Supervision Speaker Verification Task of the 2021 VoxCeleb Speaker Recognition Challenge    Danwei Cai, Ming Li arXiv_SD arXiv_SD  Embedding  Recognition  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-09-06 Zero-Shot Open Set Detection by Extending CLIP    Sepideh Esmaeilpour, Bing Liu, Eric Robertson, Lei Shu arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  Represenation_Learning  Pose  Classification  Detection  PDF
• 2021-09-06 Enhancing Language Models with Plug-and-Play Large-Scale Commonsense    Wanyun Cui, Xingran Chen arXiv_CL arXiv_CL  Transformer  Embedding  Bert  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Language_Model  PDF
• 2021-09-06 Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction    Bo Wang, Tao Shen, Guodong Long, Tianyi Zhou, Yi Chang arXiv_CL arXiv_CL  Transformer  Embedding  Unsupervised  Sentiment_Classification  Represenation_Learning  Adversarial  Pose  Action  Classification  Sentiment  PDF
• 2021-09-06 Pointspectrum: Equivariance Meets Laplacian Filtering for Graph Representation Learning    Marinos Poiitis, Pavlos Sermpezis, Athena Vakali arXiv_AI arXiv_AI  Represenation_Learning  Pose  PDF
• 2021-09-06 Information Theory-Guided Heuristic Progressive Multi-View Coding    Jiangmeng Li, Wenwen Qiang, Hang Gao, Bing Su, Farid Razzak, Jie Hu, Changwen Zheng, Hui Xiong arXiv_AI arXiv_AI  Optimization  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-09-04 Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment    Zhanghexuan Ji, Mohammad Abuzar Shaikh, Dana Moukheiber, Sargur Srihari, Yifan Peng, Mingchen Gao arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Classification  Attention  Matching  PDF
• 2021-09-04 LAViTeR: Learning Aligned Visual and Textual Representations Assisted by Image and Caption Generation    Mohammad Abuzar Shaikh, Zhanghexuan Ji, Dana Moukheiber, Sargur Srihari, Mingchen Gao arXiv_AI arXiv_AI  Image_Caption  Transformer  Embedding  Represenation_Learning  Self-Supervised  Pose  Attention  GAN  Caption  PDF
• 2021-09-04 Multi-modal Representation Learning for Video Advertisement Content Structuring    Daya Guo, Zhaoyang Zeng arXiv_CV arXiv_CV  Embedding  Video_Caption  Represenation_Learning  Speech  Pose  Classification  Relation  Caption  Matching  PDF
• 2021-09-04 Representation Learning for Efficient and Effective Similarity Search and Recommendation    Casper Hansen arXiv_AI arXiv_AI  Represenation_Learning  Recommendation  PDF
• 2021-09-04 Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation    Lin Wang, Yujeong Chae, Kuk-Jin Yoon arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Sparse  Represenation_Learning  Knowledge  Pose  Inference  Prediction  PDF
• 2021-09-03 Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation    Haoran Yang, Wai Lam, Piji Li arXiv_CL arXiv_CL  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Action  NMT  PDF
• 2021-09-02 Learning to Prompt for Vision-Language Models    Kaiyang Zhou, Jingkang Yang, Chen Change Loy, Ziwei Liu arXiv_AI arXiv_AI  Zero-Shot  Optimization  Represenation_Learning  Pose  Language_Model  PDF
• 2021-09-02 Neural News Recommendation with Collaborative News Encoding and Structural User Encoding    Zhiming Mao, Xingshan Zeng, Kam-Fai Wong arXiv_CL arXiv_CL  Represenation_Learning  RNN  Pose  Action  Relation  Attention  CNN  Recommendation  PDF
• 2021-09-01 Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds    Siyuan Huang, Yichen Xie, Song-Chun Zhu, Yixin Zhu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Represenation_Learning  Self-Supervised  Classification  Detection  Object_Detection  PDF
• 2021-08-31 Contrastive Multiview Coding with Electro-optics for SAR Semantic Segmentation    Keumgang Cha, Junghoon Seo, Yeji Choi arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Pose  Deep_Learning  PDF
• 2021-08-31 Sentence Bottleneck Autoencoders from Transformer Language Models    Ivan Montero, Nikolaos Pappas, Noah A. Smith arXiv_CL arXiv_CL  Transformer  Reconstruction  Style_Transfer  Represenation_Learning  Classification  Denoising  Language_Model  PDF
• 2021-08-31 Heterogeneous Graph Neural Network with Multi-view Representation Learning    Zezhi Shao, Yongjun Xu, Wei Wei, Fei Wang, Zhao Zhang, Feida Zhu arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Classification  Prediction  PDF
• 2021-08-30 Font Completion and Manipulation by Cycling Between Multi-Modality Representations    Ye Yuan, Wuyang Chen, Zhaowen Wang, Matthew Fisher, Zhifei Zhang, Zhangyang Wang, Hailin Jin arXiv_CV arXiv_CV  Style_Transfer  Represenation_Learning  Knowledge  Pose  Face  PDF
• 2021-08-29 Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation    Chenkai Sun, Weijiang Li, Jinfeng Xiao, Nikolaus Nova Parulian, ChengXiang Zhai, Heng Ji arXiv_CL arXiv_CL  Represenation_Learning  Knowledge  Pose  Action  Attention  Medical  PDF
• 2021-08-29 Calibrating Class Activation Maps for Long-Tailed Visual Recognition    Chi Zhang, Guosheng Lin, Lvlong Lai, Henghui Ding, Qingyao Wu arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Classification  Prediction  PDF
• 2021-08-29 Variational voxelwise rs-fMRI representation learning: Evaluation of sex, age, and neuropsychiatric signatures    Eloy Geenjaar, Tonya White, Vince Calhoun arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Pose  Classification  Deep_Learning  Relation  Prediction  PDF
• 2021-08-27 Learning Energy-Based Approximate Inference Networks for Structured Applications in NLP    Lifu Tu arXiv_CL arXiv_CL  Represenation_Learning  Adversarial  Pose  Inference  Prediction  PDF
• 2021-08-27 A Partition Filter Network for Joint Entity and Relation Extraction    Zhiheng Yan, Chong Zhang, Jinlan Fu, Qi Zhang, Zhongyu Wei arXiv_CL arXiv_CL  Represenation_Learning  Pose  Action  Relation  Relation_Extraction  PDF
• 2021-08-27 MultiSiam: Self-supervised Multi-instance Siamese Representation Learning for Autonomous Driving    Kai Chen, Lanqing Hong, Hang Xu, Zhenguo Li, Dit-Yan Yeung arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Attention  Autonomous  PDF
• 2021-08-26 A Tutorial on Learning Disentangled Representations in the Imaging Domain    Xiao Liu, Pedro Sanchez, Spyridon Thermos, Alison Q. O'Neil, Sotirios A.Tsaftaris arXiv_CV arXiv_CV  Represenation_Learning  Pose  Relation  Medical  PDF
• 2021-08-26 Drop-DTW: Aligning Common Signal Between Sequences While Dropping Outliers    Nikita Dvornik, Isma Hadji, Konstantinos G. Derpanis, Animesh Garg, Allan D. Jepson arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Matching  PDF
• 2021-08-26 PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning    Xiaoang Shen, Guokai Zhang, Huilin Lai, Jihao Luo, Ye Luo, Jianwei Lu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Pose  Deep_Learning  Relation  Few-Shot  GAN  Medical  PDF
• 2021-08-25 ETA Prediction with Graph Neural Networks in Google Maps    Austin Derrow-Pinion, Jennifer She, David Wong, Oliver Lange, Todd Hester, Luis Perez, Marc Nunkesser, Seongjae Lee, Xueying Guo, Brett Wiltshire, Peter W. Battaglia, Vishal Gupta, Ang Li, Zhongwen Xu, Alvaro Sanchez-Gonzalez, Yujia Li, Petar Veličković arXiv_AI arXiv_AI  Represenation_Learning  Action  Prediction  PDF
• 2021-08-24 NeRP: Implicit Neural Representation Learning with Prior Embedding for Sparsely Sampled Image Reconstruction    Liyue Shen, John Pauly, Lei Xing arXiv_CV arXiv_CV  Reconstruction  Embedding  Sparse  Represenation_Learning  Pose  Deep_Learning  PDF
• 2021-08-24 Temporal Knowledge Consistency for Unsupervised Visual Representation Learning    Weixin Feng, Yuanjiang Wang, Lihua Ma, Ye Yuan, Chi Zhang arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Knowledge  Pose  PDF
• 2021-08-23 TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment    Jianwei Yang, Yonatan Bisk, Jianfeng Gao arXiv_AI arXiv_AI  Transformer  Segmentation  Represenation_Learning  Contrastive_Learning  Action  Activity  Language_Model  Video_Retrieval  PDF
• 2021-08-21 Unsupervised Local Discrimination for Medical Images    Huai Chen, Renzhen Wang, Jieyu Li, Qing Peng, Deyu Meng, Lisheng Wang arXiv_CV arXiv_CV  Segmentation  Embedding  Unsupervised  Represenation_Learning  Pose  Medical  PDF
• 2021-08-20 Geometry-Aware Self-Training for Unsupervised Domain Adaptationon Object Point Clouds    Longkun Zou, Hui Tang, Ke Chen, Kui Jia arXiv_CV arXiv_CV  Unsupervised  Point_Cloud  Represenation_Learning  Regularization  Self-Supervised  Pose  Classification  PDF
• 2021-08-19 Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval    Xinyu Zhang, Xueguang Ma, Peng Shi, Jimmy Lin arXiv_CL arXiv_CL  Zero-Shot  Sparse  Represenation_Learning  PDF
• 2021-08-19 DESYR: Definition and Syntactic Representation Based Claim Detection on the Web    Megha Sundriyal, Parantak Singh, Md Shad Akhtar, Shubhashis Sengupta, Tanmoy Chakraborty arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Pose  Detection  Language_Model  PDF
• 2021-08-19 Category-Level 6D Object Pose Estimation via Cascaded Relation and Recurrent Reconstruction Networks    Jiaze Wang, Kai Chen, Qi Dou arXiv_CV arXiv_CV  Reconstruction  Point_Cloud  3D  Represenation_Learning  Pose_Estimation  Knowledge  Pose  Relation  Matching  PDF
• 2021-08-19 Self-Supervised Video Representation Learning with Meta-Contrastive Network    Yuanze Lin, Xun Guo, Yan Lu arXiv_AI arXiv_AI  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Video_Retrieval  PDF
• 2021-08-18 Emotion Recognition from Multiple Modalities: Fundamentals and Methodologies    Sicheng Zhao, Guoli Jia, Jufeng Yang, Guiguang Ding, Kurt Keutzer arXiv_AI arXiv_AI  Recognition  Optimization  Represenation_Learning  Speech  Emotion  PDF
• 2021-08-18 A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework    Munan Ning, Cheng Bian, Dong Wei, Chenglang Yuan, Yaohua Wang, Yang Guo, Kai Ma, Yefeng Zheng arXiv_CV arXiv_CV  Segmentation  Unsupervised  Represenation_Learning  Pose  Deep_Learning  Medical  PDF
• 2021-08-18 Self-Supervised Visual Representations Learning by Contrastive Mask Prediction    Yucheng Zhao, Guangting Wang, Chong Luo, Wenjun Zeng, Zheng-Jun Zha arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Caption  Prediction  PDF
• 2021-08-17 MVCNet: Multiview Contrastive Network for Unsupervised Representation Learning for 3D CT Lesions    Penghua Zhai, Huaiwei Cong, Gangming Zhao, Chaowei Fang, Jinpeng Li arXiv_AI arXiv_AI  Embedding  Unsupervised  3D  Represenation_Learning  Self-Supervised  Pose  Classification  Deep_Learning  PDF
• 2021-08-17 Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences    Hyunjong Park, Sanghoon Lee, Junghyup Lee, Bumsub Ham arXiv_CV arXiv_CV  Person_Re-identification  Represenation_Learning  Pose  Detection  Object_Detection  Re-identification  PDF
• 2021-08-16 Clustering augmented Self-Supervised Learning: Anapplication to Land Cover Mapping    Rahul Ghosh, Xiaowei Jia, Chenxi Lin, Zhenong Jin, Vipin Kumar arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  PDF
• 2021-08-16 Efficient Feature Representations for Cricket Data Analysis using Deep Learning based Multi-Modal Fusion Model    Souridas Alaka, Rishikesh Sreekumar, Hrithwik Shalu arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Deep_Learning  Prediction  PDF
• 2021-08-15 Maps Search Misspelling Detection Leveraging Domain-Augmented Contextual Representations    Yutong Li arXiv_CL arXiv_CL  Bert  Represenation_Learning  RNN  Deep_Learning  Detection  Object_Detection  PDF
• 2021-08-14 Unsupervised Disentanglement without Autoencoding: Pitfalls and Future Directions    Andrea Burns, Aaron Sarna, Dilip Krishnan, Aaron Maschinot arXiv_CV arXiv_CV  Unsupervised  Optimization  Represenation_Learning  Regularization  Contrastive_Learning  PDF
• 2021-08-14 Voxel-wise Cross-Volume Representation Learning for 3D Neuron Reconstruction    Heng Wang, Chaoyi Zhang, Jianhui Yu, Yang Song, Siqi Liu, Wojciech Chrzanowski, Weidong Cai arXiv_CV arXiv_CV  Reconstruction  Segmentation  3D  Represenation_Learning  Pose  Deep_Learning  Inference  PDF
• 2021-08-14 Collaborative Unsupervised Visual Representation Learning from Decentralized Data    Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang, Shuai Yi arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2021-08-13 SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation    Chenyu You, Yuan Zhou, Ruihan Zhao, Lawrence Staib, James S. Duncan arXiv_AI arXiv_AI  Segmentation  Unsupervised  Represenation_Learning  Pose  Medical  PDF
• 2021-08-12 Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual Representations    Josh Beal, Hao-Yu Wu, Dong Huk Park, Andrew Zhai, Dmitry Kislyuk arXiv_AI arXiv_AI  Transformer  Embedding  Represenation_Learning  Classification  Relation  CNN  PDF
• 2021-08-12 HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations    Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, Isaiah Onando Mulang, Johannes Hoffart arXiv_CL arXiv_CL  Embedding  3D  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Ontology  Relation  Prediction  PDF
• 2021-08-12 Graph Trend Networks for Recommendations    Wenqi Fan, Xiaorui Liu, Wei Jin, Xiangyu Zhao, Jiliang Tang, Qing Li arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Recommendation  PDF
• 2021-08-11 Learning Bias-Invariant Representation by Cross-Sample Mutual Information Minimization    Wei Zhu, Haitian Zheng, Haofu Liao, Weijian Li, Jiebo Luo arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Adversarial  Pose  Deep_Learning  Relation  PDF
• 2021-08-11 Representation Learning for Remote Sensing: An Unsupervised Sensor Fusion Approach    Aidan M. Swope, Xander H. Rudelis, Kyle T. Story arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Classification  CNN  PDF
• 2021-08-11 Learning Deep Multimodal Feature Representation with Asymmetric Multi-layer Fusion    Yikai Wang, Fuchun Sun, Ming Lu, Anbang Yao arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Pose  Action  PDF
• 2021-08-10 Self-supervised Consensus Representation Learning for Attributed Graph    Changshu Liu, Liangjian Wen, Zhao Kang, Guangchun Luo, Ling Tian arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Self-Supervised  Pose  Classification  CNN  PDF
• 2021-08-10 Localized Graph Collaborative Filtering    Yiqi Wang, Chaozhuo Li, Mingzheng Li, Wei Jin, Yuming Liu, Hao Sun, Xing Xie arXiv_AI arXiv_AI  Embedding  Sparse  Represenation_Learning  Pose  Action  Recommendation  PDF
• 2021-08-09 DRINet: A Dual-Representation Iterative Learning Network for Point Cloud Segmentation    Maosheng Ye, Shuangjie Xu, Tongyi Cao, Qifeng Chen arXiv_CV arXiv_CV  Segmentation  Point_Cloud  Sparse  Represenation_Learning  Pose  Action  Classification  Inference  PDF
• 2021-08-09 Encoding Heterogeneous Social and Political Context for Entity Stance Prediction    Shangbin Feng, Zilong Chen, Peisheng Yu, Minnan Luo arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Detection  Relation  GAN  CNN  Prediction  PDF
• 2021-08-09 Towards to Robust and Generalized Medical Image Segmentation Framework    Yurong Chen arXiv_AI arXiv_AI  Reconstruction  Segmentation  Unsupervised  Transfer_Learning  Represenation_Learning  Knowledge  Review  Pose  Deep_Learning  Medical  PDF
• 2021-08-08 OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning    Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu arXiv_AI arXiv_AI  Image_Caption  Represenation_Learning  Pose  Caption  PDF
• 2021-08-08 Skeleton-Contrastive 3D Action Representation Learning    Fida Mohammad Thoker, Hazel Doughty, Cees G.M. Snoek arXiv_CV arXiv_CV  Recognition  3D  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  PDF
• 2021-08-08 Contrastive Representation Learning for Rapid Intraoperative Diagnosis of Skull Base Tumors Imaged Using Stimulated Raman Histology    Cheng Jiang, Abhishek Bhattacharya, Joseph Linzey, Rushikesh Joshi, Sung Jik Cha, Sudharsan Srinivasan, Daniel Alber, Akhil Kondepudi, Esteban Urias, Balaji Pandian, Wajd Al-Holou, Steve Sullivan, B. Gregory Thompson, Jason Heth, Chris Freudiger, Siri Khalsa, Donato Pacione, John G. Golfinos, Sandra Camelo-Piragua, Daniel A. Orringer, Honglak Lee, Todd Hollon arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Contrastive_Learning  CNN  PDF
• 2021-08-07 Towards Discriminative Representation Learning for Unsupervised Person Re-identification    Takashi Isobe, Dong Li, Lu Tian, Weihua Chen, Yi Shan, Shengjin Wang arXiv_AI arXiv_AI  Person_Re-identification  Unsupervised  Optimization  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  Re-identification  PDF
• 2021-08-07 W2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training    Yu-An Chung, Yu Zhang, Wei Han, Chung-Cheng Chiu, James Qin, Ruoming Pang, Yonghui Wu arXiv_SD arXiv_SD  Unsupervised  Bert  Represenation_Learning  Speech  Self-Supervised  Pose  Contrastive_Learning  Language_Model  Prediction  PDF
• 2021-08-07 DySR: A Dynamic Representation Learning and Aligning based Model for Service Bundle Recommendation    Mingyi Liu, Zhiying Tu, Xiaofei Xu, Zhongjie Wang arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Recommendation  PDF
• 2021-08-06 DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features    Min Yang, Dongliang He, Miao Fan, Baorong Shi, Xuetong Xue, Fu Li, Errui Ding, Jizhou Huang arXiv_CV arXiv_CV  Image_Caption  Represenation_Learning  Image_Retrieval  Pose  Attention  PDF
• 2021-08-05 Applying the Information Bottleneck Principle to Prosodic Representation Learning    Guangyan Zhang, Ying Qin, Daxin Tan, Tan Lee arXiv_SD arXiv_SD  Reconstruction  Represenation_Learning  Speech  Pose  PDF
• 2021-08-05 Video Contrastive Learning with Global Context    Haofei Kuang, Yi Zhu, Zhi Zhang, Xinyu Li, Joseph Tighe, Sören Schwertfeger, Cyrill Stachniss, Mu Li arXiv_AI arXiv_AI  Image_Caption  Represenation_Learning  Regularization  Self-Supervised  Action_Localization  Pose  Contrastive_Learning  Action  Classification  Video_Retrieval  PDF
• 2021-08-05 Adaptive Normalized Representation Learning for Generalizable Face Anti-Spoofing    Shubao Liu, Ke-Yue Zhang, Taiping Yao, Mingwei Bi, Shouhong Ding, Jilin Li, Feiyue Huang, Lizhuang Ma arXiv_CV arXiv_CV  Optimization  Represenation_Learning  Pose  Face  Action  Attention  PDF
• 2021-08-05 Security and Privacy Enhanced Gait Authentication with Random Representation Learning and Digital Lockers    Lam Tran, Thuc Nguyen, Hyunil Kim, Deokjai Choi arXiv_CV arXiv_CV  Optimization  Represenation_Learning  Pose  Action  Matching  PDF
• 2021-08-04 Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization    Rui Qian, Yuxi Li, Huabin Liu, John See, Shuangrui Ding, Xian Liu, Dian Li, Weiyao Lin arXiv_CV arXiv_CV  Video_Caption  Optimization  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2021-08-04 Semi-weakly Supervised Contrastive Representation Learning for Retinal Fundus Images    Boon Peng Yap, Beng Koon Ng arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Weakly_Supervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Medical  PDF
• 2021-08-04 Point Discriminative Learning for Unsupervised Representation Learning on 3D Point Clouds    Fayao Liu, Guosheng Lin, Chuan-Sheng Foo arXiv_CV arXiv_CV  Reconstruction  Segmentation  Unsupervised  Point_Cloud  3D  Represenation_Learning  Pose  Face  Quantitative  Classification  Deep_Learning  PDF
• 2021-08-04 Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning    Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot arXiv_CV arXiv_CV  Unsupervised  Recognition  Point_Cloud  3D  Represenation_Learning  Pose  Action_Recognition  Action  Attention  PDF
• 2021-08-03 Solo-learn: A Library of Self-supervised Methods for Visual Representation Learning    Victor G. Turrisi da Costa, Enrico Fini, Moin Nabi, Nicu Sebe, Elisa Ricci arXiv_CV arXiv_CV  OCR  Represenation_Learning  Self-Supervised  PDF
• 2021-08-03 Improving Music Performance Assessment with Contrastive Learning    Pavan Seshadri, Alexander Lerch arXiv_SD arXiv_SD  Represenation_Learning  Pose  Contrastive_Learning  Classification  CNN  PDF
• 2021-08-03 Spectral Graph Convolutional Networks WithLifting-based Adaptive Graph Wavelets    Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard arXiv_AI arXiv_AI  Sparse  Represenation_Learning  Pose  Attention  CNN  PDF
• 2021-08-02 Self-Supervised Disentangled Representation Learning for Third-Person Imitation Learning    Jinghuan Shang, Michael S. Ryoo arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Action  PDF
• 2021-08-02 Self-supervised Audiovisual Representation Learning for Remote Sensing Data    Konrad Heidler, Lichao Mou, Di Hu, Pu Jin, Guangyao Li, Chuang Gan, Ji-Rong Wen, Xiao Xiang Zhu arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Represenation_Learning  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-08-02 Congested Crowd Instance Localization with Dilated Convolutional Swin Transformer    Junyu Gao, Maoguo Gong, Xuelong Li arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Pose  Action  CNN  PDF
• 2021-08-01 DECAF: Deep Extreme Classification with Label Features    Anshul Mittal, Kunal Dahiya, Sheshansh Agrawal, Deepak Saini, Sumeet Agarwal, Purushottam Kar, Manik Varma arXiv_CL arXiv_CL  Represenation_Learning  Classification  Inference  Prediction  Recommendation  PDF
• 2021-07-31 Learning Instance-level Spatial-Temporal Patterns for Person Re-identification    Min Ren, Lingxiao He, Xingyu Liao, Wu Liu, Yunlong Wang, Tieniu Tan arXiv_CV arXiv_CV  Person_Re-identification  Represenation_Learning  Pose  Re-identification  PDF
• 2021-07-30 Object-aware Contrastive Learning for Debiased Scene Representation    Sangwoo Mo, Hyunwoo Kang, Kihyuk Sohn, Chun-Liang Li, Jinwoo Shin arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2021-07-30 Random vector functional link neural network based ensemble deep learning for short-term load forecasting    Ruobin Gao, Liang Du, P.N. Suganthan, Qin Zhou, Kum Fai Yuen arXiv_AI arXiv_AI  Enhancement  Represenation_Learning  Pose  Deep_Learning  PDF
• 2021-07-29 Learning Geometry-Guided Depth via Projective Modeling for Monocular 3D Object Detection    Yinmin Zhang, Xinzhu Ma, Shuai Yi, Jun Hou, Zhihui Wang, Wanli Ouyang, Dan Xu arXiv_CV arXiv_CV  3D  Represenation_Learning  Pose  Action  Detection  Relation  Object_Detection  Autonomous  Prediction  PDF
• 2021-07-29 Hierarchical Self-supervised Augmented Knowledge Distillation    Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  PDF
• 2021-07-28 Graph Constrained Data Representation Learning for Human Motion Segmentation    Mariella Dimiccoli, Lluís Garrido, Guillem Rodriguez-Corominas, Herwig Wendt arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Represenation_Learning  Regularization  Knowledge  Pose  PDF
• 2021-07-28 Checking Patch Behaviour against Test Specification    Haoye Tian, Yinghua Li, Weiguo Pian, Abdoul Kader Kaboré, Kui Liu, Jacques Klein, Tegawendé F. Bissyande arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Pose  Prediction  PDF
• 2021-07-27 Adversarial Stacked Auto-Encoders for Fair Representation Learning    Patrik Joslin Kenfack, Adil Mehmood Khan, Rasheed Hussain, S.M. Ahsan Kazmi, arXiv_AI arXiv_AI  Represenation_Learning  Adversarial  Pose  PDF
• 2021-07-27 Discriminative-Generative Representation Learning for One-Class Anomaly Detection    Xuan Xia, Xizhou Pan, Xing He, Jingfei Zhang, Ning Ding, Lin Ma arXiv_CV arXiv_CV  Reconstruction  Represenation_Learning  Adversarial  Self-Supervised  Pose  Detection  Attention  GAN  Prediction  PDF
• 2021-07-27 Combining Probabilistic Logic and Deep Learning for Self-Supervised Learning    Hoifung Poon, Hai Wang, Hunter Lang arXiv_AI arXiv_AI  Text_Classification  Represenation_Learning  Knowledge  Self-Supervised  Pose  Action  Classification  Deep_Learning  Medical  Language_Model  PDF
• 2021-07-27 CCGL: Contrastive Cascade Graph Learning    Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  PDF
• 2021-07-26 Alleviate Representation Overlapping in Class Incremental Learning by Contrastive Class Concentration    Zixuan Ni, Haizhou shi, Siliang tang, Yueting Zhuang arXiv_CV arXiv_CV  Represenation_Learning  Pose  Quantitative  PDF
• 2021-07-24 Clustering by Maximizing Mutual Information Across Views    Kien Do, Truyen Tran, Svetha Venkatesh arXiv_AI arXiv_AI  Represenation_Learning  Pose  PDF
• 2021-07-23 Text Classification and Clustering with Annealing Soft Nearest Neighbor Loss    Abien Fred Agarap arXiv_CL arXiv_CL  Text_Classification  Represenation_Learning  Regularization  Classification  PDF
• 2021-07-23 LocalGLMnet: interpretable deep learning for tabular data    Ronald Richman, Mario V. Wüthrich arXiv_AI arXiv_AI  Represenation_Learning  Pose  Deep_Learning  PDF
• 2021-07-22 Triplet is All You Need with Random Mappings for Unsupervised Visual Representation Learning    Wenbin Li, Xuesong Yang, Meihao Kong, Lei Wang, Jing Huo, Yang Gao, Jiebo Luo arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Relation  PDF
• 2021-07-21 Conditional Sound Generation Using Neural Discrete Time-Frequency Representation Learning    Xubo Liu, Turab Iqbal, Jinzheng Zhao, Qiushi Huang, Mark D. Plumbley, Wenwu Wang arXiv_AI arXiv_AI  Represenation_Learning  RNN  Speech  Pose  Attention  PDF
• 2021-07-21 Multimodal Representations Learning and Adversarial Hypergraph Fusion for Early Alzheimer's Disease Prediction    Qiankun Zuo, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang arXiv_CV arXiv_CV  Represenation_Learning  Adversarial  Pose  Action  Detection  Prediction  PDF
• 2021-07-20 WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset    Luyu Wang, Yujia Li, Ozlem Aslan, Oriol Vinyals arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Knowledge  Knowledge_Graph  Text_Generation  PDF
• 2021-07-20 Large-scale graph representation learning with very deep GNNs and self-supervision    Ravichandra Addanki, Peter W. Battaglia, David Budden, Andreea Deac, Jonathan Godwin, Thomas Keck, Wai Lok Sibon Li, Alvaro Sanchez-Gonzalez, Jacklynn Stott, Shantanu Thakoor, Petar Veličković arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Denoising  PDF
• 2021-07-20 MIMO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning    Xueping Peng, and Guodong Long, Tao Shen, Sen Wang, Zhendong Niu, Chengqi Zhang arXiv_AI arXiv_AI  Transformer  Embedding  Represenation_Learning  RNN  Knowledge  Knowledge_Graph  Self-Supervised  Pose  Ontology  Attention  Medical  Language_Model  Prediction  PDF
• 2021-07-19 Learning a Sensor-invariant Embedding of Satellite Data: A Case Study for Lake Ice Monitoring    Manu Tom, Yuchang Jiang, Emmanuel Baltsavias, Konrad Schindler arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Pose  PDF
• 2021-07-19 Playful Interactions for Representation Learning    Sarah Young, Jyothish Pari, Pieter Abbeel, Lerrel Pinto arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Action  PDF
• 2021-07-19 Reasoning-Modulated Representations    Petar Veličković, Matko Bošnjak, Thomas Kipf, Alexander Lerchner, Raia Hadsell, Razvan Pascanu, Charles Blundell arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  PDF
• 2021-07-19 Learning Attributed Graph Representations with Communicative Message Passing Transformer    Jianwen Chen, Shuangjia Zheng, Ying Song, Jiahua Rao, Yuedong Yang arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Pose  Action  PDF
• 2021-07-19 CETransformer: Casual Effect Estimation via Transformer Based Representation Learning    Zhenyu Guo, Shuai Zheng, Zhizhe Liu, Kun Yan, Zhenfeng Zhu arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Adversarial  Self-Supervised  Pose  Face  Relation  Attention  PDF
• 2021-07-19 Exploring Set Similarity for Dense Self-supervised Representation Learning    Zhaoqing Wang, Qiang Li, Guoxin Zhang, Pengfei Wan, Wen Zheng, Nannan Wang, Mingming Gong, Tongliang Liu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Pose  Detection  Object_Detection  Attention  Prediction  PDF
• 2021-07-17 Generative Pretraining for Paraphrase Evaluation    Jack Weston, Raphael Lenain, Udeepa Meepegama, Emil Fristed arXiv_CL arXiv_CL  Represenation_Learning  Text_Generation  PDF
• 2021-07-17 Visual Representation Learning Does Not Generalize Strongly Within the Same Domain    Lukas Schott, Julius von Kügelgen, Frederik Träuble, Peter Gehler, Chris Russell, Matthias Bethge, Bernhard Schölkopf, Francesco Locatello, Wieland Brendel arXiv_CV arXiv_CV  Unsupervised  3D  Weakly_Supervised  Represenation_Learning  Pose  PDF
• 2021-07-16 All the attention you need: Global-local, spatial-channel attention for image retrieval    Chull Hwan Song, Hye Joo Han, Yannis Avrithis arXiv_CV arXiv_CV  Image_Caption  Embedding  Represenation_Learning  Image_Retrieval  Action  Classification  Detection  Attention  PDF
• 2021-07-16 Contrastive Predictive Coding for Anomaly Detection    Puck de Haan, Sindy Löwe arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  Contrastive_Learning  Detection  PDF
• 2021-07-16 Graph Representation Learning for Road Type Classification    Zahra Gharaee, Shreyas Kowshik, Oliver Stromann, Michael Felsberg arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Classification  Attention  CNN  PDF
• 2021-07-16 Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations: a COVID-19 case-study    Alessio Mascolini, Dario Cardamone, Francesco Ponzio, Santa Di Cataldo, Elisa Ficarra arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  Represenation_Learning  Adversarial  Self-Supervised  Classification  Deep_Learning  GAN  PDF
• 2021-07-16 Neural Contextual Anomaly Detection for Time Series    Chris U. Carmona, François-Xavier Aubet, Valentin Flunkert, Jan Gasthaus arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Knowledge  Detection  PDF
• 2021-07-16 Align before Fuse: Vision and Language Representation Learning with Momentum Distillation    Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Deepak Gotmare, Shafiq Joty, Caiming Xiong, Steven Hoi arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Pose  Action  VQA  Attention  Inference  QA  PDF
• 2021-07-16 Visual Adversarial Imitation Learning using Variational Models    Rafael Rafailov, Tianhe Yu, Aravind Rajeswaran, Chelsea Finn arXiv_AI arXiv_AI  Unsupervised  Reinforcement_Learning  Represenation_Learning  Adversarial  Action  PDF
• 2021-07-15 MultiBench: Multiscale Benchmarks for Multimodal Representation Learning    Paul Pu Liang, Yiwei Lyu, Xiang Fan, Zetian Wu, Yun Cheng, Jason Wu, Leslie Chen, Peter Wu, Michelle A. Lee, Yuke Zhu, Ruslan Salakhutdinov, Louis-Philippe Morency arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Inference  Prediction  PDF
• 2021-07-15 Temporal-aware Language Representation Learning From Crowdsourced Labels    Yang Hao, Xiao Zhai, Wenbiao Ding, Zitao Liu arXiv_CL arXiv_CL  Represenation_Learning  Pose  Attention  Prediction  PDF
• 2021-07-14 Neural Representation Learning for Scribal Hands of Linear B    Nikita Srivatsan, Jason Vega, Christina Skelton, Taylor Berg-Kirkpatrick arXiv_CV arXiv_CV  Embedding  Unsupervised  Represenation_Learning  Pose  Action  Quantitative  Prediction  PDF
• 2021-07-13 Pessimistic Model-based Offline RL: PAC Bounds and Posterior Sampling under Partial Coverage    Masatoshi Uehara, Wen Sun arXiv_AI arXiv_AI  Reinforcement_Learning  Optimization  Represenation_Learning  PDF
• 2021-07-13 Domain-Irrelevant Representation Learning for Unsupervised Domain Generalization    Xingxuan Zhang, Linjun Zhou, Renzhe Xu, Peng Cui, Zheyan Shen, Haoxin Liu arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Pose  PDF
• 2021-07-13 On Designing Good Representation Learning Models    Qinglin Li, Bin Li, Jonathan M Garibaldi, Guoping Qiu arXiv_AI arXiv_AI  Represenation_Learning  Pose  PDF
• 2021-07-13 Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021    Takashi Maekaku, Xuankai Chang, Yuya Fujita, Li-Wei Chen, Shinji Watanabe, Alexander Rudnicky arXiv_SD arXiv_SD  Transformer  Represenation_Learning  Speech  PDF
• 2021-07-13 NucMM Dataset: 3D Neuronal Nuclei Instance Segmentation at Sub-Cubic Millimeter Scale    Zudi Lin, Donglai Wei, Mariela D. Petkova, Yuelong Wu, Zergham Ahmed, Krishna Swaroop K, Silin Zou, Nils Wendt, Jonathan Boulanger-Weill, Xueying Wang, Nagaraju Dhanyasi, Ignacio Arganda-Carreras, Florian Engert, Jeff Lichtman, Hanspeter Pfister arXiv_CV arXiv_CV  Segmentation  3D  Represenation_Learning  Pose  Quantitative  Contour  PDF
• 2021-07-12 Automated Label Generation for Time Series Classification with Representation Learning: Reduction of Label Cost for Training    Soma Bandyopadhyay, Anish Datta, Arpan Pal arXiv_AI arXiv_AI  Represenation_Learning  Pose  Classification  PDF
• 2021-07-12 Geographical Knowledge-driven Representation Learning for Remote Sensing Images    Wenyuan Li, Keyan Chen, Hao Chen, Zhenwei Shi arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Scene_Classification  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  Deep_Learning  Detection  Object_Detection  PDF
• 2021-07-12 Legal Judgment Prediction with Multi-Stage CaseRepresentation Learning in the Real Court Setting    Luyao Ma, Yating Zhang, Tianyi Wang, Xiaozhong Liu, Wei Ye, Changlong Sun, Shikun Zhang arXiv_CL arXiv_CL  Represenation_Learning  Pose  Action  Prediction  PDF
• 2021-07-12 MOOCRep: A Unified Pre-trained Embedding of MOOC Entities    Shalini Pandey, Jaideep Srivastava arXiv_AI arXiv_AI  Transformer  Embedding  OCR  Represenation_Learning  Knowledge  Pose  Relation  Language_Model  Prediction  Recommendation  PDF
• 2021-07-10 Hierarchical Self-Supervised Learning for Medical Image Segmentation Based on Multi-Domain Data Aggregation    Hao Zheng, Jun Han, Hongxiao Wang, Lin Yang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  Deep_Learning  Medical  PDF
• 2021-07-09 InfoVAEGAN : learning joint interpretable representations by information maximization and maximum likelihood    Fei Ye, Adrian G. Bors arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Adversarial  Pose  GAN  Inference  PDF
• 2021-07-08 Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space    Menglin Yang, Min Zhou, Marcus Kalander, Zengfeng Huang, Irwin King arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Attention  Prediction  PDF
• 2021-07-08 Multilingual Speech Evaluation: Case Studies on English, Malay and Tamil    Huayun Zhang, Ke Shi, Nancy F. Chen arXiv_CL arXiv_CL  Represenation_Learning  Speech  PDF
• 2021-07-08 Video 3D Sampling for Self-supervised Representation Learning    Wei Li, Dezhao Luo, Bo Fang, Yu Zhou, Weiping Wang arXiv_CV arXiv_CV  Recognition  3D  Represenation_Learning  Self-Supervised  Pose  Action_Recognition  Action  Video_Retrieval  PDF
• 2021-07-07 Tensor Methods in Computer Vision and Deep Learning    Yannis Panagakis, Jean Kossaifi, Grigorios G. Chrysos, James Oldfield, Mihalis A. Nicolaou, Anima Anandkumar, Stefanos Zafeiriou arXiv_CV arXiv_CV  Represenation_Learning  Review  Adversarial  Action  Deep_Learning  Attention  PDF
• 2021-07-07 RRL: Resnet as representation for Reinforcement Learning    Rutav Shah, Vikash Kumar arXiv_RO arXiv_RO  Reinforcement_Learning  Represenation_Learning  Pose  Action  Autonomous  Matching  PDF
• 2021-07-07 Group Sampling for Unsupervised Person Re-identification    Xumeng Han, Xuehui Yu, Nan Jiang, Guorong Li, Jian Zhao, Qixiang Ye, Zhenjun Han arXiv_CV arXiv_CV  Person_Re-identification  Unsupervised  Represenation_Learning  Pose  Quantitative  Re-identification  PDF
• 2021-07-06 A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio    Naoyuki Kanda, Xiong Xiao, Jian Wu, Tianyan Zhou, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka arXiv_CL arXiv_CL  Recognition  Optimization  Represenation_Learning  Speech  Pose  Speech_Recognition  PDF
• 2021-07-06 Multi-Level Graph Contrastive Learning    Pengpeng Shao, Tong Liu, Dawei Zhang, Jianhua Tao, Feihu Che, Guohua Yang arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-07-06 Contrastive Multimodal Fusion with TupleInfoNCE    Yunze Liu, Qingnan Fan, Shanghang Zhang, Hao Dong, Thomas Funkhouser, Li Yi arXiv_CV arXiv_CV  Optimization  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2021-07-06 Neural Mixture Models with Expectation-Maximization for End-to-end Deep Clustering    Dumindu Tissera, Kasun Vithanage, Rukshan Wijesinghe, Alex Xavier, Sanath Jayasena, Subha Fernando, Ranga Rodrigo arXiv_AI arXiv_AI  Unsupervised  Optimization  Represenation_Learning  Pose  Classification  GAN  PDF
• 2021-07-06 CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation    Minha Kim, Shahroz Tariq, Simon S. Woo arXiv_CV arXiv_CV  Represenation_Learning  Knowledge  Pose  Face  Detection  GAN  PDF
• 2021-07-06 Semi-TCL: Semi-Supervised Track Contrastive Representation Learning    Wei Li, Yuanjun Xiong, Shuo Yang, Mingze Xu, Yongxin Wang, Wei Xia arXiv_CV arXiv_CV  Embedding  Tracking  Object_Tracking  Represenation_Learning  Detection  Matching  PDF
• 2021-07-06 Learning Disentangled Representation Implicitly via Transformer for Occluded Person Re-Identification    Mengxi Jia, Xinhua Cheng, Shijian Lu, Jian Zhang arXiv_CV arXiv_CV  Transformer  Person_Re-identification  Represenation_Learning  Pose  Relation  Re-identification  Matching  PDF
• 2021-07-06 HCGR: Hyperbolic Contrastive Graph Representation Learning for Session-based Recommendation    Naicheng Guo, Xiaolei Liu, Shaoshuai Li, Qiongxu Ma, Yunan Zhao, Bing Han, Lin Zheng, Kaixin Gao, Xiaobo Guo arXiv_AI arXiv_AI  Represenation_Learning  Contrastive_Learning  Attention  Recommendation  PDF
• 2021-07-05 Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning    Bi'an Du, Xiang Gao, Wei Hu, Xin Li arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Point_Cloud  3D  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Attention  PDF
• 2021-07-04 Low-Dimensional State and Action Representation Learning with MDP Homomorphism Metrics    Nicolò Botteghi, Mannes Poel, Beril Sirmacek, Christoph Brune arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Pose  Action  PDF
• 2021-07-04 Low Dimensional State Representation Learning with Robotics Priors in Continuous Action Spaces    Nicolò Botteghi, Khaled Alaa, Mannes Poel, Beril Sirmacek, Christoph Brune, Abeje Mersha, Stefano Stramigioli arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Pose  Action  Autonomous  PDF
• 2021-07-03 SPI-GAN: Towards Single-Pixel Imaging through Generative Adversarial Network    Nazmul Karim, Nazanin Rahnavard arXiv_CV arXiv_CV  Reconstruction  3D  Represenation_Learning  Adversarial  Pose  GAN  PDF
• 2021-07-02 How Incomplete is Contrastive Learning? AnInter-intra Variant Dual Representation Method forSelf-supervised Video Recognition    Lin Zhang, Qi She, Zhengyang Shen, Changhu Wang arXiv_AI arXiv_AI  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Video_Retrieval  PDF
• 2021-07-01 Blind Image Super-Resolution via Contrastive Representation Learning    Jiahui Zhang, Shijian Lu, Fangneng Zhan, Yingchen Yu arXiv_CV arXiv_CV  Embedding  Super_Resolution  Represenation_Learning  Pose  Contrastive_Learning  Quantitative  CNN  PDF
• 2021-07-01 Generalization and Robustness Implications in Object-Centric Learning    Andrea Dittadi, Samuele Papa, Michele De Vita, Bernhard Schölkopf, Ole Winther, Francesco Locatello arXiv_CV arXiv_CV  Segmentation  Unsupervised  Represenation_Learning  Pose  Relation  Prediction  PDF
• 2021-07-01 Pretext Tasks selection for multitask self-supervised speech representation learning    Salah Zaiem, Titouan Parcollet, Slim Essid arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-07-01 A Survey on Graph-Based Deep Learning for Computational Histopathology    David Ahmedt-Aristizabal, Mohammad Ali Armin, Simon Denman, Clinton Fookes, Lars Petersson arXiv_CV arXiv_CV  Represenation_Learning  Image_Retrieval  Review  Survey  Action  Classification  Deep_Learning  Attention  GAN  CNN  Prediction  PDF
• 2021-07-01 Deep auxiliary learning for visual localization using colorization task    Mi Tian, Qiong Nie, Hao Shen, Xiahua Xia arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Attention  Autonomous  PDF
• 2021-07-01 Multi-modal Graph Learning for Disease Prediction    Shuai Zheng, Zhenfeng Zhu, Zhizhe Liu, Zhenyu Guo, Yang Liu, Yao Zhao arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Pose  Relation  Attention  Medical  Prediction  PDF
• 2021-06-29 A Representation Learning Perspective on the Importance of Train-Validation Splitting in Meta-Learning    Nikunj Saunshi, Arushi Gupta, Wei Hu arXiv_AI arXiv_AI  Represenation_Learning  Pose  PDF
• 2021-06-29 Contrastive Semantic Similarity Learning for Image Captioning Evaluation with Intrinsic Auto-encoder    Chao Zeng, Tiesong Zhao, Sam Kwong arXiv_CV arXiv_CV  Image_Caption  Represenation_Learning  Pose  Caption  Matching  PDF
• 2021-06-29 Open-Set Representation Learning through Combinatorial Embedding    Geeho Kim, Bohyung Han arXiv_AI arXiv_AI  Embedding  Recognition  Optimization  Represenation_Learning  Image_Retrieval  Knowledge  Pose  Relation  PDF
• 2021-06-29 SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption    Dara Bahri, Heinrich Jiang, Yi Tay, Donald Metzler arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action  Classification  PDF
• 2021-06-28 Improving Prediction of Low-Prior Clinical Events with Simultaneous General Patient-State Representation Learning    Matthew Barren, Milos Hauskrecht arXiv_AI arXiv_AI  Represenation_Learning  RNN  Pose  Prediction  PDF
• 2021-06-28 Understanding Dynamics of Nonlinear Representation Learning and Its Application    Kenji Kawaguchi, Linjun Zhang, Zhun Deng arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Classification  Inference  PDF
• 2021-06-28 A Theory-Driven Self-Labeling Refinement Method for Contrastive Representation Learning    Pan Zhou, Caiming Xiong, Xiao-Tong Yuan, Steven Hoi arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Classification  Prediction  PDF
• 2021-06-28 Word2Box: Learning Word Representation Using Box Embeddings    Shib Sankar Dasgupta, Michael Boratko, Shriya Atmakuri, Xiang Lorraine Li, Dhruvesh Patel, Andrew McCallum arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Relation  PDF
• 2021-06-27 Power Law Graph Transformer for Machine Translation and Representation Learning    Burc Gokden arXiv_AI arXiv_AI  Transformer  Quantization  Represenation_Learning  Attention  Prediction  PDF
• 2021-06-26 Time-Series Representation Learning via Temporal and Contextual Contrasting    Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Represenation_Learning  Pose  Prediction  PDF
• 2021-06-26 Intrinsically Motivated Self-supervised Learning in Reinforcement Learning    Yue Zhao, Chenzhuang Du, Hang Zhao, Tiejun Li arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Represenation_Learning  Salient  Self-Supervised  Pose  PDF
• 2021-06-25 Privileged Zero-Shot AutoML    Nikhil Singh, Brandon Kates, Jeff Mentch, Anant Kharkar, Madeleine Udell, Iddo Drori arXiv_CL arXiv_CL  Transformer  Embedding  Unsupervised  Zero-Shot  Represenation_Learning  Classification  Prediction  PDF
• 2021-06-25 Projection-wise Disentangling for Fair and Interpretable Representation Learning: Application to 3D Facial Shape Analysis    Xianjing Liu, Bo Li, Esther Bron, Wiro Niessen, Eppo Wolvius, Gennady Roshchupkin arXiv_CV arXiv_CV  Reconstruction  3D  Represenation_Learning  Pose  Prediction  PDF
• 2021-06-25 Decomposed Mutual Information Estimation for Contrastive Representation Learning    Alessandro Sordoni, Nouha Dziri, Hannes Schulz, Geoff Gordon, Phil Bachman, Remi Tachet arXiv_AI arXiv_AI  Represenation_Learning  Pose  PDF
• 2021-06-25 iReason: Multimodal Commonsense Reasoning using Videos and Natural Language with Interpretability    Aman Chadha, Vinija Jain arXiv_AI arXiv_AI  Embedding  Video_Caption  Bert  Represenation_Learning  Knowledge  Pose  Deep_Learning  Detection  Relation  Caption  PDF
• 2021-06-24 Unsupervised Learning of Depth and Depth-of-Field Effect from Natural Images with Aperture Rendering Generative Adversarial Networks    Takuhiro Kaneko arXiv_CV arXiv_CV  Unsupervised  3D  Represenation_Learning  Adversarial  Pose  Face  Attention  GAN  PDF
• 2021-06-24 Winner Team Mia at TextVQA Challenge 2021: Vision-and-Language Representation Learning with Pre-trained Sequence-to-Sequence Model    Yixuan Qiao, Hao Chen, Jun Wang, Yihao Chen, Xianbin Ye, Ziliang Li, Xianbiao Qi, Peng Gao, Guotong Xie arXiv_CV arXiv_CV  Represenation_Learning  Scene_Text  Face  VQA  Language_Model  Prediction  QA  PDF
• 2021-06-23 Transformer-based unsupervised patient representation learning based on medical claims for risk stratification and analysis    Xianlong Zeng, Simon Lin, Chang Liu arXiv_AI arXiv_AI  Transformer  Embedding  Unsupervised  Represenation_Learning  Medical  PDF
• 2021-06-23 Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders    Xiaoyu Bie, Simon Leglaive, Xavier Alameda-Pineda, Laurent Girin arXiv_AI arXiv_AI  Unsupervised  Enhancement  Represenation_Learning  Speech  Pose  PDF
• 2021-06-23 Bootstrap Representation Learning for Segmentation on Medical Volumes and Sequences    Zejian Chen, Wei Zhuo, Tianfu Wang, Wufeng Xue, Dong Ni arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  Pose  Attention  GAN  Medical  Prediction  PDF
• 2021-06-23 NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs    Mikhail Galkin, Jiapeng Wu, Etienne Denis, William L. Hamilton arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Classification  Relation  Prediction  PDF
• 2021-06-22 Exploring the Representational Power of Graph Autoencoder    Maroun Haddad, Mohamed Bouguessa arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Classification  Prediction  PDF
• 2021-06-22 Unsupervised Object-Level Representation Learning from Scene Images    Jiahao Xie, Xiaohang Zhan, Ziwei Liu, Yew Soon Ong, Chen Change Loy arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-06-22 Give Me Your Trained Model: Domain Adaptive Semantic Segmentation without Source Data    Yuxi Wang, Jian Liang, Zhaoxiang Zhang arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Pose  PDF
• 2021-06-21 TokenLearner: What Can 8 Learned Tokens Do for Images and Videos?    Michael S. Ryoo, AJ Piergiovanni, Anurag Arnab, Mostafa Dehghani, Anelia Angelova arXiv_CV arXiv_CV  Recognition  Video_Caption  Represenation_Learning  Attention  PDF
• 2021-06-21 Visual Probing: Cognitive Framework for Explaining Self-Supervised Image Representations    Witold Oleszkiewicz, Dominika Basaj, Igor Sieradzki, Michał Górszczak, Barbara Rychalska, Koryna Lewandowska, Tomasz Trzciński, Bartosz Zieliński arXiv_AI arXiv_AI  Image_Caption  Represenation_Learning  Knowledge  Self-Supervised  Pose  Relation  PDF
• 2021-06-21 TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning    Zhihao Fan, Zhongyu Wei, Siyuan Wang, Ruize Wang, Zejun Li, Haijun Shan, Xuanjing Huang arXiv_CV arXiv_CV  Image_Caption  Transformer  Represenation_Learning  Pose  Relation  Caption  PDF
• 2021-06-21 Crop-Transform-Paste: Self-Supervised Learning for Visual Tracking    Xin Li, Wenjie Pei, Zikun Zhou, Zhenyu He, Huchuan Lu, Ming-Hsuan Yang arXiv_CV arXiv_CV  Tracking  Represenation_Learning  Self-Supervised  Pose  Few-Shot  PDF
• 2021-06-21 DiGS : Divergence guided shape implicit neural representation for unoriented point clouds    Yizhak Ben-Shabat, Chamin Hewa Koneputugodage, Stephen Gould arXiv_AI arXiv_AI  Reconstruction  Point_Cloud  Represenation_Learning  Pose  Face  PDF
• 2021-06-19 JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs    Pei Ke, Haozhe Ji, Yu Ran, Xin Cui, Liwei Wang, Linfeng Song, Xiaoyan Zhu, Minlie Huang arXiv_AI arXiv_AI  Transformer  Reconstruction  Embedding  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Text_Generation  PDF
• 2021-06-18 The Principles of Deep Learning Theory    Daniel A. Roberts, Sho Yaida, Boris Hanin arXiv_AI arXiv_AI  Represenation_Learning  Deep_Learning  Prediction  PDF
• 2021-06-18 Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting    Martine Toering, Ioannis Gatopoulos, Maarten Stol, Vincent Tao Hu arXiv_CV arXiv_CV  Embedding  Recognition  3D  Optimization  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Optical_Flow  Inference  Prediction  Video_Retrieval  Matching  PDF
• 2021-06-18 Contrastive Learning of Generalized Game Representations    Chintan Trivedi, Antonios Liapis, Georgios N. Yannakakis arXiv_AI arXiv_AI  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2021-06-18 Equivariance-bridged SO-Invariant Representation Learning using Graph Convolutional Network    Sungwon Hwang, Hyungtae Lim, Hyun Myung arXiv_CV arXiv_CV  Represenation_Learning  Pose  Quantitative  Classification  CNN  Image_Classification  PDF
• 2021-06-18 Investigating the Role of Negatives in Contrastive Representation Learning    Jordan T. Ash, Surbhi Goel, Akshay Krishnamurthy, Dipendra Misra arXiv_CL arXiv_CL  Unsupervised  Represenation_Learning  Contrastive_Learning  PDF
• 2021-06-18 Message Passing in Graph Convolution Networks via Adaptive Filter Banks    Xing Gao, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard arXiv_AI arXiv_AI  Represenation_Learning  Pose  Classification  PDF
• 2021-06-17 Efficient Self-supervised Vision Transformers for Representation Learning    Chunyuan Li, Jianwei Yang, Pengchuan Zhang, Mei Gao, Bin Xiao, Xiyang Dai, Lu Yuan, Jianfeng Gao arXiv_AI arXiv_AI  Transformer  Sparse  Represenation_Learning  Self-Supervised  Pose  Classification  Attention  Matching  PDF
• 2021-06-17 MoDist: Motion Distillation for Self-supervised Video Representation Learning    Fanyi Xiao, Joseph Tighe, Davide Modolo arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Contrastive_Learning  Action_Recognition  Action  Detection  PDF
• 2021-06-17 SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies    Linxi Fan, Guanzhi Wang, De-An Huang, Zhiding Yu, Li Fei-Fei, Yuke Zhu, Anima Anandkumar arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Optimization  Represenation_Learning  Pose  Autonomous  PDF
• 2021-06-17 An Attract-Repel Decomposition of Undirected Networks    Alexander Peysakhovich, Leon Bottou arXiv_AI arXiv_AI  Embedding  Represenation_Learning  PDF
• 2021-06-17 Prototypical Graph Contrastive Learning    Shuai Lin, Pan Zhou, Zi-Yuan Hu, Shuojia Wang, Ruihui Zhao, Yefeng Zheng, Liang Lin, Eric Xing, Xiaodan Liang arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2021-06-17 Biomedical Interpretable Entity Representations    Diego Garcia-Olano, Yasumasa Onoe, Ioana Baldini, Joydeep Ghosh, Byron C. Wallace, Kush R. Varshney arXiv_CL arXiv_CL  Sparse  Represenation_Learning  Pose  Ontology  Classification  Medical  Language_Model  PDF
• 2021-06-17 Unsupervised Path Representation Learning with Curriculum Negative Sampling    Sean Bin Yang, Chenjuan Guo, Jilin Hu, Jian Tang, Bin Yang arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Recommendation  PDF
• 2021-06-17 Towards bio-inspired unsupervised representation learning for indoor aerial navigation    Ni Wang, Ozan Catal, Tim Verbelen, Matthias Hartmann, Bart Dhoedt arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  SLAM  Drone  Autonomous  PDF
• 2021-06-17 Voice2Series: Reprogramming Acoustic Models for Time Series Classification    Chao-Han Huck Yang, Yun-Yun Tsai, Pin-Yu Chen arXiv_AI arXiv_AI  Represenation_Learning  Speech  Pose  Action  Classification  PDF
• 2021-06-17 MHNF: Multi-hop Heterogeneous Neighborhood information Fusion graph representation learning    Dongjie Zhu, Yundong Sun, Haiwen Du, Zhaoshuo Tian arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Classification  Attention  Autonomous  PDF
• 2021-06-16 Evolving Image Compositions for Feature Representation Learning    Paola Cascante-Bonilla, Arshdeep Sekhon, Yanjun Qi, Vicente Ordonez arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Represenation_Learning  Pose  CNN  PDF
• 2021-06-16 Costs and Benefits of Wasserstein Fair Regression    Han Zhao arXiv_AI arXiv_AI  Represenation_Learning  Quantitative  PDF
• 2021-06-16 Directed Graph Embeddings in Pseudo-Riemannian Manifolds    Aaron Sim, Maciej Wiatrak, Angus Brayne, Páidí Creed, Saee Paliwal arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Prediction  PDF
• 2021-06-16 Self-supervised GANs with Label Augmentation    Liang Hou, Huawei Shen, Qi Cao, Xueqi Cheng arXiv_CV arXiv_CV  Represenation_Learning  Adversarial  Self-Supervised  Pose  GAN  PDF
• 2021-06-16 Global Rhythm Style Transfer Without Text Transcriptions    Kaizhi Qian, Yang Zhang, Shiyu Chang, Jinjun Xiong, Chuang Gan, David Cox, Mark Hasegawa-Johnson arXiv_SD arXiv_SD  Unsupervised  Style_Transfer  Represenation_Learning  Speech  Pose  Emotion  PDF
• 2021-06-16 Watching Too Much Television is Good: Self-Supervised Audio-Visual Representation Learning from Movies and TV Shows    Mahdi M. Kalayeh, Nagendra Kamath, Lingyi Liu, Ashok Chandrashekar arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Face  PDF
• 2021-06-15 Query Embedding on Hyper-relational Knowledge Graphs    Dimitrios Alivanistos, Max Berrendorf, Michael Cochez, Mikhail Galkin arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Relation  Prediction  PDF
• 2021-06-15 On the Power of Multitask Representation Learning in Linear MDP    Rui Lu, Gao Huang, Simon S. Du arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  PDF
• 2021-06-15 Multivariate Business Process Representation Learning utilizing Gramian Angular Fields and Convolutional Neural Networks    Peter Pfeiffer, Johannes Lahann, Peter Fettke arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Detection  CNN  Prediction  PDF
• 2021-06-14 HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units    Wei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, Kushal Lakhotia, Ruslan Salakhutdinov, Abdelrahman Mohamed arXiv_AI arXiv_AI  Segmentation  Unsupervised  Bert  Represenation_Learning  Speech  Self-Supervised  Pose  Language_Model  Prediction  PDF
• 2021-06-14 Node Classification Meets Link Prediction on Knowledge Graphs    Ralph Abboud, İsmail İlkan Ceylan arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Classification  Relation  Prediction  PDF
• 2021-06-14 Which Mutual-Information Representation Learning Objectives are Sufficient for Control?    Kate Rakelly, Abhishek Gupta, Carlos Florensa, Sergey Levine arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  PDF
• 2021-06-14 FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications    Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo arXiv_SD arXiv_SD  Quantization  Represenation_Learning  Pose  Deep_Learning  PDF
• 2021-06-14 Temporal Predictive Coding For Model-Based Planning In Latent Space    Tung Nguyen, Rui Shu, Tuan Pham, Hung Bui, Stefano Ermon arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  PDF
• 2021-06-14 Latent Correlation-Based Multiview Learning and Self-Supervision: A Unifying Perspective    Qi Lyu, Xiao Fu, Weiran Wang, Songtao Lu arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Regularization  Self-Supervised  Action  Relation  PDF
• 2021-06-13 Cross-Modal Attention Consistency for Video-Audio Unsupervised Learning    Shaobo Min, Qi Dai, Hongtao Xie, Chuang Gan, Yongdong Zhang, Jingdong Wang arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Contrastive_Learning  Action  Relation  Attention  PDF
• 2021-06-13 InfoBehavior: Self-supervised Representation Learning for Ultra-long Behavior Sequence via Hierarchical Grouping    Runshi Liu, Pengda Qin, Yuhong Li, Weigao Wen, Dong Li, Kefeng Deng, Qiang Wu arXiv_CL arXiv_CL  Transformer  Embedding  Represenation_Learning  Self-Supervised  Pose  Face  Action  Classification  PDF
• 2021-06-12 Contrastive Semi-Supervised Learning for 2D Medical Image Segmentation    Prashant Pandey, Ajey Pai, Nisarg Bhatt, Prasenjit Das, Govind Makharia, Prathosh AP, Mausam arXiv_CV arXiv_CV  Image_Caption  Segmentation  Represenation_Learning  Regularization  Pose  Contrastive_Learning  Medical  PDF
• 2021-06-11 Robust Representation Learning via Perceptual Similarity Metrics    Saeid Asgari Taghanaki, Kristy Choi, Amir Khasahmadi, Anirudh Goyal arXiv_CV arXiv_CV  Represenation_Learning  Pose  Classification  Relation  PDF
• 2021-06-11 A Framework to Enhance Generalization of Deep Metric Learning methods using General Discriminative Feature Learning and Class Adversarial Neural Networks    Karrar Al-Kaabi, Reza Monsefi, Davood Zabihzadeh arXiv_CV arXiv_CV  Embedding  Zero-Shot  Represenation_Learning  Image_Retrieval  Adversarial  Pose  Attention  PDF
• 2021-06-11 AugNet: End-to-End Unsupervised Visual Representation Learning with Image Augmentation    Mingxiang Chen, Zhanguo Chang, Haonan Lu, Bitao Yang, Zhuang Li, Liufang Guo, Zhecheng Wang arXiv_CV arXiv_CV  Embedding  Unsupervised  Represenation_Learning  Image_Retrieval  Pose  Classification  Deep_Learning  Relation  Image_Classification  PDF
• 2021-06-11 Hybrid Generative-Contrastive Representation Learning    Saehoon Kim, Sungwoong Kim, Juho Lee arXiv_AI arXiv_AI  Transformer  Unsupervised  Represenation_Learning  Contrastive_Learning  PDF
• 2021-06-11 Learning the Precise Feature for Cluster Assignment    Yanhai Gan, Xinghui Dong, Huiyu Zhou, Feng Gao, Junyu Dong arXiv_CV arXiv_CV  Unsupervised  Recognition  Represenation_Learning  Pose  Face  Deep_Learning  Face_Recognition  Attention  PDF
• 2021-06-11 Meta-Adaptive Nonlinear Control: Theory and Algorithms    Guanya Shi, Kamyar Azizzadenesheli, Soon-Jo Chung, Yisong Yue arXiv_AI arXiv_AI  Represenation_Learning  Adversarial  PDF
• 2021-06-10 Graph Neural Networks for Natural Language Processing: A Survey    Lingfei Wu, Yu Chen, Kai Shen, Xiaojie Guo, Hanning Gao, Shucheng Li, Jian Pei, Bo Long arXiv_CL arXiv_CL  Represenation_Learning  Knowledge  Pose  Survey  Deep_Learning  GAN  PDF
• 2021-06-10 Self-Supervised 3D Hand Pose Estimation from monocular RGB via Contrastive Learning    Adrian Spurr, Aneesh Dahiya, Xucong Zhang, Xi Wang, Otmar Hilliges arXiv_CV arXiv_CV  3D  Represenation_Learning  Pose_Estimation  Self-Supervised  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-06-10 Fair Normalizing Flows    Mislav Balunović, Anian Ruoss, Martin Vechev arXiv_AI arXiv_AI  Transfer_Learning  Represenation_Learning  Adversarial  PDF
• 2021-06-10 GroupBERT: Enhanced Transformer Architecture with Efficient Grouped Structures    Ivan Chelombiev, Daniel Justus, Douglas Orr, Anastasia Dietrich, Frithjof Gressmann, Alexandros Koliousis, Carlo Luschi arXiv_CL arXiv_CL  Transformer  Bert  Represenation_Learning  Action  Attention  CNN  Language_Model  PDF
• 2021-06-10 Linguistically Informed Masking for Representation Learning in the Patent Domain    Sophia Althammer, Mark Buckley, Sebastian Hofstätter, Allan Hanbury arXiv_CL arXiv_CL  Recognition  Bert  Represenation_Learning  Pose  Classification  Language_Model  Matching  PDF
• 2021-06-10 MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training    Mingliang Zeng, Xu Tan, Rui Wang, Zeqian Ju, Tao Qin, Tie-Yan Liu arXiv_CL arXiv_CL  Bert  Represenation_Learning  Emotion  Classification  Matching  PDF
• 2021-06-10 Multi-Dataset Benchmarks for Masked Identification using Contrastive Representation Learning    Sachith Seneviratne, Nuran Kasthuriaarachchi, Sanka Rasnayaka arXiv_CV arXiv_CV  Surveillance  Recognition  Represenation_Learning  Pose  Face  Face_Recognition  Matching  PDF
• 2021-06-10 Cross-Modal Discrete Representation Learning    Alexander H. Liu, SouYoung Jin, Cheng-I Jeff Lai, Andrew Rouditchenko, Aude Oliva, James Glass arXiv_CV arXiv_CV  Embedding  Quantization  Represenation_Learning  Self-Supervised  Pose  Action  Matching  PDF
• 2021-06-09 Generative Models as a Data Source for Multiview Representation Learning    Ali Jahanian, Xavier Puig, Yonglong Tian, Phillip Isola arXiv_CV arXiv_CV  Represenation_Learning  Pose  GAN  PDF
• 2021-06-09 Do Transformers Really Perform Bad for Graph Representation?    Chengxuan Ying, Tianle Cai, Shengjie Luo, Shuxin Zheng, Guolin Ke, Di He, Yanming Shen, Tie-Yan Liu arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Pose  Prediction  PDF
• 2021-06-09 Independent mechanism analysis, a new concept?    Luigi Gresele, Julius von Kügelgen, Vincent Stimper, Bernhard Schölkopf, Michel Besserve arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  PDF
• 2021-06-09 DGA-Net Dynamic Gaussian Attention Network for Sentence Semantic Matching    Kun Zhang, Guangyi Lv, Meng Wang, Enhong Chen arXiv_AI arXiv_AI  Represenation_Learning  Pose  Relation  Attention  Language_Model  Matching  PDF
• 2021-06-08 Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style    Julius von Kügelgen, Yash Sharma, Luigi Gresele, Wieland Brendel, Bernhard Schölkopf, Michel Besserve, Francesco Locatello arXiv_AI arXiv_AI  3D  Represenation_Learning  Self-Supervised  PDF
• 2021-06-08 Contrastive Representation Learning for Hand Shape Estimation    Christian Zimmermann, Max Argus, Thomas Brox arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Contrastive_Learning  PDF
• 2021-06-08 NWT: Towards natural audio-to-video generation with representation learning    Rayhane Mama, Marc S. Tyndel, Hashiam Kadhim, Cole Clifford, Ragavan Thurairatnam arXiv_SD arXiv_SD  Represenation_Learning  Adversarial  Speech  Pose  PDF
• 2021-06-07 Multi-task Transformation Learning for Robust Out-of-Distribution Detection    Sina Mohseni, Arash Vahdat, Jay Yadawa arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Detection  Object_Detection  Autonomous  PDF
• 2021-06-07 Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations    Patrick Emami, Pan He, Sanjay Ranka, Anand Rangarajan arXiv_AI arXiv_AI  Unsupervised  Optimization  Represenation_Learning  Inference  PDF
• 2021-06-07 LAWDR: Language-Agnostic Weighted Document Representations from Pre-trained Models    Hongyu Gong, Vishrav Chaudhary, Yuqing Tang, Francisco Guzmán arXiv_AI arXiv_AI  Embedding  Unsupervised  Transfer_Learning  Bert  Represenation_Learning  Pose  Language_Model  PDF
• 2021-06-07 SelfDoc: Self-Supervised Document Representation Learning    Peizhao Li, Jiuxiang Gu, Jason Kuen, Vlad I. Morariu, Handong Zhao, Rajiv Jain, Varun Manjunatha, Hongfu Liu arXiv_CV arXiv_CV  Image_Caption  Represenation_Learning  Self-Supervised  Pose  Attention  PDF
• 2021-06-06 Large-scale Unsupervised Semantic Segmentation    Shang-Hua Gao, Zhong-Yu Li, Ming-Hsuan Yang, Ming-Ming Cheng, Junwei Han, Philip Torr arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Weakly_Supervised  Represenation_Learning  Pose  Classification  PDF
• 2021-06-06 Self-Damaging Contrastive Learning    Ziyu Jiang, Tianlong Chen, Bobak Mortazavi, Zhangyang Wang arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Few-Shot  PDF
• 2021-06-05 Local Disentanglement in Variational Auto-Encoders Using Jacobian $L_1$ Regularization    Travers Rhodes, Daniel D. Lee arXiv_CV arXiv_CV  Unsupervised  Sparse  Represenation_Learning  Regularization  Pose  Quantitative  PDF
• 2021-06-05 Category Contrast for Unsupervised Domain Adaptation in Visual Tasks    Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu arXiv_CV arXiv_CV  Segmentation  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Classification  Detection  PDF
• 2021-06-05 Lifelong Learning of Hate Speech Classification on Social Media    Jing Qian, Hong Wang, Mai ElSherief, Xifeng Yan arXiv_CL arXiv_CL  Represenation_Learning  Knowledge  Speech  Pose  Classification  GAN  PDF
• 2021-06-04 Aligning Pretraining for Detection via Object-Level Contrastive Learning    Fangyun Wei, Yue Gao, Zhirong Wu, Han Hu, Stephen Lin arXiv_CV arXiv_CV  Transfer_Learning  Represenation_Learning  Self-Supervised  Contrastive_Learning  Detection  Object_Detection  PDF
• 2021-06-04 Self-Supervised Learning of Domain Invariant Features for Depth Estimation    Hiroyasu Akada, Shariq Farooq Bhat, Ibraheem Alhashim, Peter Wonka arXiv_CV arXiv_CV  Unsupervised  Style_Transfer  3D  Represenation_Learning  Self-Supervised  Pose  Quantitative  PDF
• 2021-06-04 ASCNet: Self-supervised Video Representation Learning with Appearance-Speed Consistency    Deng Huang, Wenhao Wu, Weiwen Hu, Xu Liu, Dongliang He, Zhihua Wu, Xiangmiao Wu, Mingkui Tan, Errui Ding arXiv_CV arXiv_CV  Unsupervised  Recognition  Optimization  Represenation_Learning  Self-Supervised  Pose  Action_Recognition  Action  Video_Retrieval  PDF
• 2021-06-04 Domain-Adversarial and Conditional State Space Model for Imitation Learning    Ryo Okumura, Masashi Okada, Tadahiro Taniguchi arXiv_AI arXiv_AI  Reconstruction  Sparse  Represenation_Learning  Adversarial  Pose  Inference  PDF
• 2021-06-04 Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL    Bogdan Mazoure, Ahmed M. Ahmed, Patrick MacAlpine, R Devon Hjelm, Andrey Kolobov arXiv_AI arXiv_AI  Reinforcement_Learning  Zero-Shot  Represenation_Learning  Pose  PDF
• 2021-06-03 GMAIR: Unsupervised Object Detection Based on Spatial Attention and Gaussian Mixture    Weijin Zhu, Yao Shen, Linfeng Yu, Lizeth Patricia Aguirre Sanchez arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Detection  Object_Detection  Attention  PDF
• 2021-06-03 Hierarchical Representation Learning for Markov Decision Processes    Lorenzo Steccanella, Simone Totaro, Anders Jonsson arXiv_AI arXiv_AI  Gradient_Descent  Optimization  Represenation_Learning  Knowledge  PDF
• 2021-06-03 Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement    Xinyu Zuo, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Weihua Peng, Yuguang Chen arXiv_CL arXiv_CL  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-06-03 Self-Guided Contrastive Learning for BERT Sentence Representations    Taeuk Kim, Kang Min Yoo, Sang-goo Lee arXiv_AI arXiv_AI  Transformer  Embedding  Bert  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Inference  PDF
• 2021-06-02 Personalizing Pre-trained Models    Mina Khan, P Srivatsa, Advait Rane, Shriram Chenniappa, Asadali Hazariwala, Pattie Maes arXiv_CV arXiv_CV  Image_Caption  Weakly_Supervised  Represenation_Learning  Self-Supervised  Few-Shot  PDF
• 2021-06-02 Variational Empowerment as Representation Learning for Goal-Based Reinforcement Learning    Jongwook Choi, Archit Sharma, Honglak Lee, Sergey Levine, Shixiang Shane Gu arXiv_AI arXiv_AI  Reinforcement_Learning  Optimization  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-06-02 Learning to schedule job-shop problems: Representation and policy learning using graph neural network and reinforcement learning    Junyoung Park, Jaehyeong Chun, Sang Hun Kim, Youngkook Kim, Jinkyoo Park arXiv_AI arXiv_AI  Reinforcement_Learning  Optimization  Represenation_Learning  Pose  Action  PDF
• 2021-06-01 Bootstrap Your Own Correspondences    Mohamed El Banani, Justin Johnson arXiv_CV arXiv_CV  Point_Cloud  3D  Represenation_Learning  Self-Supervised  Pose  Action  PDF
• 2021-06-01 Supervised Speech Representation Learning for Parkinson's Disease Classification    Parvaneh Janbakhshi, Ina Kodrasi arXiv_SD arXiv_SD  Unsupervised  Represenation_Learning  Adversarial  Speech  Pose  Classification  Detection  PDF
• 2021-06-01 A Novel Graph-Theoretic Deep Representation Learning Method for Multi-Label Remote Sensing Image Retrieval    Gencer Sumbul, Begüm Demir arXiv_CV arXiv_CV  Image_Caption  Represenation_Learning  Image_Retrieval  Pose  Relation  GAN  PDF
• 2021-05-31 Clustering-friendly Representation Learning via Instance Discrimination and Feature Decorrelation    Yaling Tao, Kentaro Takagi, Kouta Nakata arXiv_CV arXiv_CV  Represenation_Learning  Pose  Relation  PDF
• 2021-05-31 Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition    Xin Zhang, Guangwei Xu, Yueheng Sun, Meishan Zhang, Pengjun Xie arXiv_CL arXiv_CL  Unsupervised  Recognition  Represenation_Learning  PDF
• 2021-05-31 Efficient Hierarchical Exploration with Stable Subgoal Representation Learning    Siyuan Li, Jin Zhang, Jianhao Wang, Chongjie Zhang arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Sparse  Represenation_Learning  Regularization  Pose  PDF
• 2021-05-30 HIT: A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation    Ayan Sengupta, Sourabh Kumar Bhattacharjee, Tanmoy Chakraborty, Md Shad Akhtar arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Represenation_Learning  Pose  Relation  Attention  PDF
• 2021-05-30 Pre-training Universal Language Representation    Yian Li, Hai Zhao arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Language_Model  PDF
• 2021-05-30 Transformer-Based Deep Image Matching for Generalizable Person Re-identification    Shengcai Liao, Ling Shao arXiv_CV arXiv_CV  Transformer  Person_Re-identification  Represenation_Learning  Pose  Classification  Attention  Re-identification  Image_Classification  Prediction  Matching  PDF
• 2021-05-29 Representation Learning in Continuous-Time Score-Based Generative Models    Korbinian Abstreiter, Stefan Bauer, Arash Mehrjou arXiv_CV arXiv_CV  Represenation_Learning  Adversarial  Denoising  GAN  Matching  PDF
• 2021-05-29 Predictive Representation Learning for Language Modeling    Qingfeng Lan, Luke Kumar, Martha White, Alona Fyshe arXiv_CL arXiv_CL  Reinforcement_Learning  Represenation_Learning  RNN  Memory_Networks  Pose  Language_Model  Prediction  PDF
• 2021-05-28 About Explicit Variance Minimization: Training Neural Networks for Medical Imaging With Limited Data Annotations    Dmitrii Shubin, Danny Eytan, Sebastian D. Goodfellow arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Optimization  Represenation_Learning  Self-Supervised  Pose  Classification  Detection  Medical  PDF
• 2021-05-28 Lightweight Cross-Lingual Sentence Representation Learning    Zhuoyuan Mao, Prakhar Gupta, Chenhui Chu, Martin Jaggi, Sadao Kurohashi arXiv_AI arXiv_AI  Transformer  Reconstruction  Represenation_Learning  Pose  Contrastive_Learning  Classification  Language_Model  PDF
• 2021-05-28 FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning    Minha Kim, Shahroz Tariq, Simon S. Woo arXiv_CV arXiv_CV  Transfer_Learning  Represenation_Learning  Knowledge  Pose  Face  Detection  GAN  PDF
• 2021-05-28 Self-supervised Detransformation Autoencoder for Representation Learning in Open Set Recognition    Jingyun Jia, Philip K. Chan arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-05-27 Unsupervised Activity Segmentation by Joint Representation Learning and Online Clustering    Sateesh Kumar, Sanjay Haresh, Awais Ahmed, Andrey Konin, M. Zeeshan Zia, Quoc-Huy Tran arXiv_CV arXiv_CV  Segmentation  Embedding  Unsupervised  Represenation_Learning  Regularization  Activity  PDF
• 2021-05-27 SSAN: Separable Self-Attention Network for Video Representation Learning    Xudong Guo, Xun Guo, Yan Lu arXiv_CV arXiv_CV  Embedding  Recognition  Represenation_Learning  Pose  Action_Recognition  Action  Relation  Attention  Video_Retrieval  PDF
• 2021-05-26 Database Workload Characterization with Query Plan Encoders    Debjyoti Paul, Jie Cao, Feifei Li, Vivek Srikumar arXiv_AI arXiv_AI  Transfer_Learning  Represenation_Learning  Pose  Classification  Relation  Prediction  PDF
• 2021-05-26 Provable Representation Learning for Imitation with Contrastive Fourier Features    Ofir Nachum, Mengjiao Yang arXiv_AI arXiv_AI  Represenation_Learning  Pose  Contrastive_Learning  Quantitative  PDF
• 2021-05-25 SB-GCN: Structured BREP Graph Convolutional Network for Automatic Mating of CAD Assemblies    Benjamin Jones, Dalton Hildreth, Duowen Chen, Ilya Baran, Vova Kim, Adriana Schulz arXiv_CV arXiv_CV  Represenation_Learning  Pose  CNN  Prediction  PDF
• 2021-05-25 DSANet: Dynamic Segment Aggregation Network for Video-Level Representation Learning    Wenhao Wu, Yuxiang Zhao, Yanwu Xu, Xiao Tan, Dongliang He, Zhikang Zou, Jin Ye, Yingying Li, Mingde Yao, Zichao Dong, Yifeng Shi arXiv_CV arXiv_CV  Recognition  3D  Represenation_Learning  Pose  Relation  Activity  CNN  Prediction  PDF
• 2021-05-25 Graph Neural Network Based VC Investment Success Prediction    Shiwei Lyu, Shuai Ling, Kaihao Guo, Haipeng Zhang, Kunpeng Zhang, Suting Hong, Qing Ke, Jinjie Gu arXiv_AI arXiv_AI  Represenation_Learning  Prediction  PDF
• 2021-05-25 Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images    Wentao Chen, Chenyang Si, Wei Wang, Liang Wang, Zilei Wang, Tieniu Tan arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Classification  Few-Shot  PDF
• 2021-05-25 A Modulation Front-End for Music Audio Tagging    Cyrus Vahidi, Charalampos Saitis, György Fazekas arXiv_SD arXiv_SD  Represenation_Learning  Salient  Knowledge  Action  CNN  PDF
• 2021-05-25 Deep High-Resolution Representation Learning for Cross-Resolution Person Re-identification    Guoqing Zhang, Yu Ge, Zhicheng Dong, Hao Wang, Yuhui Zheng, Shengyong Chen arXiv_CV arXiv_CV  Person_Re-identification  Represenation_Learning  Pose  Attention  Re-identification  Matching  PDF
• 2021-05-24 Deep Descriptive Clustering    Hongjing Zhang, Ian Davidson arXiv_AI arXiv_AI  Represenation_Learning  Pose  Deep_Learning  PDF
• 2021-05-24 Unsupervised Visual Representation Learning by Online Constrained K-Means    Qi Qian, Yuanhong Xu, Juhua Hu, Hao Li, Rong Jin arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Relation  PDF
• 2021-05-24 SAT: 2D Semantics Assisted Training for 3D Visual Grounding    Zhengyuan Yang, Songyang Zhang, Liwei Wang, Jiebo Luo arXiv_CV arXiv_CV  Point_Cloud  3D  Sparse  Represenation_Learning  Pose  Inference  PDF
• 2021-05-24 Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training    Jong Hak Moon, Hyungyung Lee, Woncheol Shin, Edward Choi arXiv_CV arXiv_CV  Image_Caption  Transformer  Bert  Represenation_Learning  Pose  Classification  VQA  Attention  Medical  Caption  PDF
• 2021-05-24 Distantly-Supervised Long-Tailed Relation Extraction Using Constraint Graphs    Tianming Liang, Yang Liu, Xiaoyan Liu, Gaurav Sharma, Maozu Guo arXiv_CL arXiv_CL  Represenation_Learning  Pose  Action  Relation  Relation_Extraction  Denoising  Attention  PDF
• 2021-05-24 Dynamic Class Queue for Large Scale Face Recognition In the Wild    Bi Li, Teng Xi, Gang Zhang, Haocheng Feng, Junyu Han, Jingtuo Liu, Errui Ding, Wenyu Liu arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Face  Classification  Few-Shot  Face_Recognition  PDF
• 2021-05-21 Semi-Supervised Audio Representation Learning for Modeling Beehive Strengths    Tony Zhang, Szymon Zmyslony, Sergei Nozdrenkov, Matthew Smith, Brandon Hopkins arXiv_SD arXiv_SD  Reconstruction  Embedding  Represenation_Learning  Knowledge  Pose  Deep_Learning  Prediction  PDF
• 2021-05-20 Content-adaptive Representation Learning for Fast Image Super-resolution    Yukai Shi, Jinghui Qin arXiv_CV arXiv_CV  Enhancement  Super_Resolution  Restoration  Represenation_Learning  Pose  Attention  CNN  PDF
• 2021-05-19 Do We Really Need to Learn Representations from In-domain Data for Outlier Detection?    Zhisheng Xiao, Qing Yan, Yali Amit arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Detection  Object_Detection  PDF
• 2021-05-18 Representation Learning in Sequence to Sequence Tasks: Multi-filter Gaussian Mixture Autoencoder    Yunhao Yang, Zhaokun Xue arXiv_CL arXiv_CL  Represenation_Learning  PDF
• 2021-05-18 Self-Supervised Learning for Fine-Grained Visual Categorization    Muhammad Maaz, Hanoona Abdul Rasheed, Dhanalaxmi Gaddam arXiv_CV arXiv_CV  Reconstruction  Represenation_Learning  Self-Supervised  Classification  Relation  PDF
• 2021-05-18 Parallel Attention Network with Sequence Matching for Video Grounding    Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh arXiv_CV arXiv_CV  Represenation_Learning  Pose  Attention  Prediction  Matching  PDF
• 2021-05-18 Towards Unsupervised Sketch-based Image Retrieval    Conghui Hu, Yongxin Yang, Yunpeng Li, Timothy M. Hospedales, Yi-Zhe Song arXiv_CV arXiv_CV  Unsupervised  Zero-Shot  Represenation_Learning  Sketch  Image_Retrieval  Pose  PDF
• 2021-05-17 Interpretable Time-series Representation Learning With Multi-Level Disentanglement    Yuening Li, Zhengzhang Chen, Daochen Zha, Mengnan Du, Denghui Zhang, Haifeng Chen, Xia Hu arXiv_AI arXiv_AI  Enhancement  Represenation_Learning  Pose  Relation  PDF
• 2021-05-17 Learning User Embeddings from Temporal Social Media Data: A Survey    Fatema Hasan, Kevin S. Xu, James R. Foulds, Shimei Pan arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Survey  Prediction  PDF
• 2021-05-17 TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning    Lu Wang, Xiaofu Chang, Shuang Li, Yunfei Chu, Hui Li, Wei Zhang, Xiaofeng He, Le Song, Jingren Zhou, Hongxia Yang arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  Action  Attention  Prediction  Recommendation  PDF
• 2021-05-17 Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation    Chae Eun Lee, Minyoung Chung, Yeong-Gil Shin arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Pose  Contrastive_Learning  Deep_Learning  Relation  GAN  Medical  PDF
• 2021-05-17 Disentangled Variational Information Bottleneck for Multiview Representation Learning    Feng Bao arXiv_CV arXiv_CV  Represenation_Learning  Pose  Quantitative  Classification  PDF
• 2021-05-17 Classifying Argumentative Relations Using Logical Mechanisms and Argumentation Schemes    Yohan Jo, Seojin Bang, Chris Reed, Eduard Hovy arXiv_CL arXiv_CL  Unsupervised  Represenation_Learning  Relation  Sentiment  PDF
• 2021-05-17 Prototype-supervised Adversarial Network for Targeted Attack of Deep Hashing    Xunguang Wang, Zheng Zhang, Baoyuan Wu, Fumin Shen, Guangming Lu arXiv_CV arXiv_CV  Represenation_Learning  Image_Retrieval  Knowledge  Adversarial  Pose  GAN  PDF
• 2021-05-14 Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation    Chenyu You, Ruihan Zhao, Lawrence Staib, James S. Duncan arXiv_CV arXiv_CV  Segmentation  Embedding  3D  Represenation_Learning  Regularization  Self-Supervised  Pose  Contrastive_Learning  Action  Contour  Medical  PDF
• 2021-05-14 DialSumm: A Real-Life Scenario Dialogue Summarization Dataset    Yulong Chen, Yang Liu, Liang Chen, Yue Zhang arXiv_AI arXiv_AI  Tracking  Represenation_Learning  Pose  Deep_Learning  Summarization  PDF
• 2021-05-13 Contrastive Learning of Image Representations with Cross-Video Cycle-Consistency    Haiping Wu, Xiaolong Wang arXiv_CV arXiv_CV  Image_Caption  Tracking  Recognition  Object_Tracking  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Classification  Relation  Image_Classification  PDF
• 2021-05-12 When Does Contrastive Visual Representation Learning Work?    Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge Belongie arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Contrastive_Learning  Classification  PDF
• 2021-05-11 Unsupervised Representation Learning from Pathology Images with Multi-directional Contrastive Predictive Coding    Jacob Carse, Frank Carey, Stephen McKenna arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Pose  Classification  Deep_Learning  PDF
• 2021-05-11 Home Action Genome: Cooperative Compositional Action Understanding    Nishant Rai, Haofeng Chen, Jingwei Ji, Rishi Desai, Kazuki Kozuka, Shun Ishizaka, Ehsan Adeli, Juan Carlos Niebles arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Action_Recognition  Action  Few-Shot  Activity  PDF
• 2021-05-11 Representation Learning via Global Temporal Alignment and Cycle-Consistency    Isma Hadji, Konstantinos G. Derpanis, Allan D. Jepson arXiv_CV arXiv_CV  Reconstruction  Embedding  3D  Weakly_Supervised  Represenation_Learning  Pose  Action  Classification  PDF
• 2021-05-11 VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning    Adrien Bardes, Jean Ponce, Yann LeCun arXiv_AI arXiv_AI  Image_Caption  Embedding  Represenation_Learning  Regularization  Self-Supervised  Relation  PDF
• 2021-05-11 Graph Consistency based Mean-Teaching for Unsupervised Domain Adaptive Person Re-Identification    Xiaobin Liu, Shiliang Zhang arXiv_AI arXiv_AI  Person_Re-identification  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Relation  Re-identification  PDF
• 2021-05-10 ICON: Learning Regular Maps Through Inverse Consistency    Hastings Greer, Roland Kwitt, Francois-Xavier Vialard, Marc Niethammer arXiv_CV arXiv_CV  Optimization  Represenation_Learning  Pose  Deep_Learning  PDF
• 2021-05-10 Primitive Representation Learning for Scene Text Recognition    Ruijie Yan, Liangrui Peng, Shanyu Xiao, Gang Yao arXiv_CV arXiv_CV  Recognition  Represenation_Learning  RNN  Pose  Scene_Text  Attention  CNN  PDF
• 2021-05-09 Conformer: Local Features Coupling Global Representations for Visual Recognition    Zhiliang Peng, Wei Huang, Shanzhi Gu, Lingxi Xie, Yaowei Wang, Jianbin Jiao, Qixiang Ye arXiv_CV arXiv_CV  Transformer  Segmentation  Recognition  Represenation_Learning  Pose  Detection  Object_Detection  Attention  CNN  PDF
• 2021-05-08 Contrastive Conditional Transport for Representation Learning    Huangjie Zheng, Xu Chen, Jiangchao Yao, Hongxia Yang, Chunyuan Li, Ya Zhang, Hao Zhang, Ivor Tsang, Jingren Zhou, Mingyuan Zhou arXiv_CV arXiv_CV  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2021-05-07 LatentSLAM: unsupervised multi-sensor representation learning for localization and mapping    Ozan Çatal, Wouter Jansen, Tim Verbelen, Bart Dhoedt, Jan Steckel arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  SLAM  Matching  PDF
• 2021-05-07 Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks    Gongxu Luo, Jianxin Li, Hao Peng, Carl Yang, Lichao Sun, Philip S. Yu, Lifang He arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Pose  PDF
• 2021-05-06 Multi-Perspective LSTM for Joint Visual Representation Learning    Alireza Sepas-Moghaddam, Fernando Pereira, Paulo Lobato Correia, Ali Etemad arXiv_CV arXiv_CV  Recognition  Represenation_Learning  RNN  Pose  Face  Relation  Face_Recognition  PDF
• 2021-05-06 TABBIE: Pretrained Representations of Tabular Data    Hiroshi Iida, Dung Thai, Varun Manjunatha, Mohit Iyyer arXiv_CL arXiv_CL  Embedding  Bert  Represenation_Learning  Self-Supervised  Detection  Language_Model  Prediction  PDF
• 2021-05-06 Unsupervised Visual Representation Learning by Tracking Patches in Video    Guangting Wang, Yizhou Zhou, Chong Luo, Wenxuan Xie, Wenjun Zeng, Zhiwei Xiong arXiv_CV arXiv_CV  Tracking  Unsupervised  Recognition  3D  Represenation_Learning  Pose  Action_Recognition  Action  Classification  PDF
• 2021-05-06 Generalizable Representation Learning for Mixture Domain Face Anti-Spoofing    Zhihong Chen, Taiping Yao, Kekai Sheng, Shouhong Ding, Ying Tai, Jilin Li, Feiyue Huang, Xinyu Jin arXiv_CV arXiv_CV  Represenation_Learning  Pose  Face  Attention  PDF
• 2021-05-05 Prototype Memory for Large-scale Face Representation Learning    Evgeny Smirnov, Nikita Garaev, Vasiliy Galyuk arXiv_AI arXiv_AI  Embedding  Recognition  Represenation_Learning  Pose  Face  Classification  Face_Recognition  PDF
• 2021-05-04 Retrieving Complex Tables with Multi-Granular Graph Representation Learning    Fei Wang, Kexuan Sun, Muhao Chen, Jay Pujara, Pedro Szekely arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Self-Supervised  Pose  Matching  PDF
• 2021-05-04 Multipath Graph Convolutional Neural Networks    Rangan Das, Bikram Boote, Saumik Bhattacharya, Ujjwal Maulik arXiv_CV arXiv_CV  Represenation_Learning  Pose  Attention  CNN  Prediction  PDF
• 2021-05-04 Representation Learning for Clustering via Building Consensus    Aniket Anand Deshmukh, Jayanth Reddy Regatti, Eren Manavoglu, Urun Dogan arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Pose  PDF
• 2021-05-04 Graph Pooling via Coarsened Graph Infomax    Yunsheng Pang, Yunxiang Zhao, Dongsheng Li arXiv_AI arXiv_AI  Represenation_Learning  Pose  Contrastive_Learning  Attention  PDF
• 2021-05-03 Curious Representation Learning for Embodied Intelligence    Yilun Du, Chuang Gan, Phillip Isola arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-05-03 SUPERB: Speech processing Universal PERformance Benchmark    Shu-wen Yang, Po-Han Chi, Yung-Sung Chuang, Cheng-I Jeff Lai, Kushal Lakhotia, Yist Y. Lin, Andy T. Liu, Jiatong Shi, Xuankai Chang, Guan-Ting Lin, Tzu-Hsien Huang, Wei-Cheng Tseng, Ko-tik Lee, Da-Rong Liu, Zili Huang, Shuyan Dong, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee arXiv_CL arXiv_CL  Represenation_Learning  Speech  Self-Supervised  Prediction  PDF
• 2021-05-02 Residual Enhanced Multi-Hypergraph Neural Network    Jing Huang, Xiaolin Huang, Jie Yang arXiv_CV arXiv_CV  3D  Represenation_Learning  Pose  Relation  PDF
• 2021-05-02 On Feature Decorrelation in Self-Supervised Learning    Tianyu Hua, Wenxiao Wang, Zihui Xue, Yue Wang, Sucheng Ren, Hang Zhao arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Self-Supervised  Relation  PDF
• 2021-05-02 Subspace Representation Learning for Few-shot Image Classification    Ting-Yao Hu, Zhi-Qi Cheng, Alexander G. Hauptmann arXiv_CV arXiv_CV  Represenation_Learning  Pose  Classification  Few-Shot  Image_Classification  PDF
• 2021-05-01 MARL: Multimodal Attentional Representation Learning for Disease Prediction    Ali Hamdi, Amr Aboeleneen, Khaled Shaban arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  RNN  Pose  Classification  Attention  CNN  Prediction  PDF
• 2021-04-30 Black-box Gradient Attack on Graph Neural Networks: Deeper Insights in Graph-based Attack and Defense    Haoxi Zhan, Xiaobing Pei arXiv_AI arXiv_AI  Represenation_Learning  Adversarial  Pose  Attention  PDF
• 2021-04-30 PSEUDo: Interactive Pattern Search in Multivariate Time Series with Locality-Sensitive Hashing and Relevance Feedback    Yuncong Yu, Dylan Kruyff, Tim Becker, Michael Behrisch arXiv_AI arXiv_AI  Represenation_Learning  Quantitative  Deep_Learning  Detection  Inference  PDF
• 2021-04-30 BERT Meets Relational DB: Contextual Representations of Relational Databases    Siddhant Arora, Vinayak Gupta, Garima Gaur, Srikanta Bedathur arXiv_CL arXiv_CL  Embedding  Bert  Represenation_Learning  Relation  Attention  PDF
• 2021-04-30 CoCon: Cooperative-Contrastive Learning    Nishant Rai, Ehsan Adeli, Kuan-Hui Lee, Adrien Gaidon, Juan Carlos Niebles arXiv_CV arXiv_CV  Image_Caption  Segmentation  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Relation  PDF
• 2021-04-30 An Adversarial Transfer Network for Knowledge Representation Learning    Huijuan Wang, Shuangyin Li, Rong Pan arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Adversarial  Knowledge_Graph  Pose  Relation  Attention  PDF
• 2021-04-29 A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning    Christoph Feichtenhofer, Haoqi Fan, Bo Xiong, Ross Girshick, Kaiming He arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  PDF
• 2021-04-29 3D Human Action Representation Learning via Cross-View Consistency Pursuit    Linguo Li, Minsi Wang, Bingbing Ni, Hang Wang, Jiancheng Yang, Wenjun Zhang arXiv_CV arXiv_CV  Embedding  Unsupervised  Recognition  3D  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  Action_Recognition  Action  PDF
• 2021-04-28 Evaluating Document Representations for Content-based Legal Literature Recommendations    Malte Ostendorff, Elliott Ash, Terry Ruas, Bela Gipp, Julian Moreno-Schneider, Georg Rehm arXiv_CL arXiv_CL  Transformer  Embedding  Represenation_Learning  Recommendation  PDF
• 2021-04-28 Point Cloud Learning with Transformer    Xian-Feng Han, Yu-Jia Kuang, Guo-Qiang Xiao arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Recognition  Point_Cloud  3D  Represenation_Learning  Action  Classification  PDF
• 2021-04-27 Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank    Inigo Alonso, Alberto Sabater, David Ferstl, Luis Montesano, Ana C. Murillo arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Pose  Contrastive_Learning  Classification  PDF
• 2021-04-27 Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users    Moussa Doumbouya, Lisa Einstein, Chris Piech arXiv_AI arXiv_AI  Unsupervised  Recognition  Represenation_Learning  Speech  Face  Speech_Recognition  PDF
• 2021-04-27 Cross-Level Cross-Scale Cross-Attention Network for Point Cloud Representation    Xian-Feng Han, Zhang-Yue He, Jia Chen, Guo-Qiang Xiao arXiv_CV arXiv_CV  Segmentation  Enhancement  Point_Cloud  3D  Represenation_Learning  Pose  Action  Classification  Attention  PDF
• 2021-04-27 Unsupervised Deep Manifold Attributed Graph Embedding    Zelin Zang, Siyuan Li, Di Wu, Jianzhu Guo, Yongjie Xu, Stan Z. Li arXiv_AI arXiv_AI  Reconstruction  Embedding  Unsupervised  Represenation_Learning  Pose  Prediction  PDF
• 2021-04-27 Dual Transformer for Point Cloud Analysis    Xian-Feng Han, Yi-Fei Jin, Hui-Xian Cheng, Guo-Qiang Xiao arXiv_CV arXiv_CV  Image_Caption  Transformer  Segmentation  Point_Cloud  3D  Represenation_Learning  Pose  Quantitative  Classification  Attention  PDF
• 2021-04-26 Multimodal Contrastive Training for Visual Representation Learning    Xin Yuan, Zhe Lin, Jason Kuen, Jianming Zhang, Yilin Wang, Michael Maire, Ajinkya Kale, Baldo Faieta arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Classification  Detection  Relation  Object_Detection  Image_Classification  Prediction  PDF
• 2021-04-26 Multimodal Self-Supervised Learning of General Audio Representations    Luyu Wang, Pauline Luc, Adria Recasens, Jean-Baptiste Alayrac, Aaron van den Oord arXiv_SD arXiv_SD  Represenation_Learning  Self-Supervised  Classification  PDF
• 2021-04-26 Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal Data    Xuihui Jia, Kai Han, Yukun Zhu, Bradley Green arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-04-26 Mutual Contrastive Learning for Visual Representation Learning    Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Contrastive_Learning  Action  Classification  Few-Shot  Image_Classification  PDF
• 2021-04-25 How Well Self-Supervised Pre-Training Performs with Streaming Data?    Dapeng Hu, Qizhengqiu Lu, Lanqing Hong, Hailin Hu, Yifan Zhang, Zhenguo Li, Alfred Shen, Jiashi Feng arXiv_CV arXiv_CV  Represenation_Learning  Regularization  Self-Supervised  PDF
• 2021-04-23 Eccentric Regularization: Minimizing Hyperspherical Energy without explicit projection    Xuefeng Li, Alan Blair arXiv_AI arXiv_AI  Represenation_Learning  Regularization  Classification  PDF
• 2021-04-23 LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech    Solene Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Esteve, Benjamin Lecouteux, Francois Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Emotion  Speech_Recognition  PDF
• 2021-04-22 Pri3D: Can 3D Priors Help 2D Representation Learning?    Ji Hou, Saining Xie, Benjamin Graham, Angela Dai, Matthias Nießner arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  3D  Represenation_Learning  Pose  Contrastive_Learning  Detection  Object_Detection  PDF
• 2021-04-22 Protecting gender and identity with disentangled speech representations    Dimitrios Stoidis, Andrea Cavallaro arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Speech  Classification  Speech_Recognition  PDF
• 2021-04-22 Distilling Audio-Visual Knowledge by Compositional Contrastive Learning    Yanbei Chen, Yongqin Xian, A. Sophia Koepke, Ying Shan, Zeynep Akata arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  Activity  PDF
• 2021-04-21 Pre-training for Spoken Language Understanding with Joint Textual and Phonetic Representation Learning    Qian Chen, Wen Wang, Qinglin Zhang arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  Pose  Relation  Speech_Recognition  Language_Model  PDF
• 2021-04-21 Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning    Zixuan Li, Xiaolong Jin, Wei Li, Saiping Guan, Jiafeng Guo, Huawei Shen, Yuanzhuo Wang, Xueqi Cheng arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Relation  Prediction  PDF
• 2021-04-20 Enhancing Cognitive Models of Emotions with Representation Learning    Yuting Guo, Jinho Choi arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Emotion  Classification  Deep_Learning  Relation  PDF
• 2021-04-20 Perceptual Loss for Robust Unsupervised Homography Estimation    Daniel Koguciuk, Elahe Arani, Bahram Zonooz arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  PDF
• 2021-04-20 Shadow Neural Radiance Fields for Multi-view Satellite Photogrammetry    Dawa Derksen, Dario Izzo arXiv_CV arXiv_CV  Reconstruction  3D  Represenation_Learning  Self-Supervised  Pose  Quantitative  Detection  PDF
• 2021-04-19 Self-supervised Representation Learning With Path Integral Clustering For Speaker Diarization    Prachi Singh, Sriram Ganapathy arXiv_SD arXiv_SD  Embedding  Unsupervised  Optimization  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-04-19 Agent-Centric Representations for Multi-Agent Reinforcement Learning    Wenling Shang, Lasse Espeholt, Anton Raichuk, Tim Salimans arXiv_AI arXiv_AI  Unsupervised  Reinforcement_Learning  Represenation_Learning  Action  Relation  Attention  PDF
• 2021-04-19 Federated Word2Vec: Leveraging Federated Learning to Encourage Collaborative Representation Learning    Daniel Garcia Bernal, Lodovico Giaretta, Sarunas Girdzijauskas, Magnus Sahlgren arXiv_CL arXiv_CL  Represenation_Learning  GAN  Language_Model  PDF
• 2021-04-19 Temporal Consistency Loss for High Resolution Textured and Clothed 3DHuman Reconstruction from Monocular Video    Akin Caliskan, Armin Mustafa, Adrian Hilton arXiv_CV arXiv_CV  Reconstruction  3D  Represenation_Learning  Pose  Prediction  PDF
• 2021-04-19 DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning    Yuting Gao, Jia-Xin Zhuang, Ke Li, Hao Cheng, Xiaowei Guo, Feiyue Huang, Rongrong Ji, Xing Sun arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Attention  PDF
• 2021-04-18 Deep Clustering with Measure Propagation    Minhua Chen, Badrinath Jayakumar, Padmasundari Gopalakrishnan, Qiming Huang, Michael Johnston, Patrick Haffner arXiv_CL arXiv_CL  Embedding  Unsupervised  Represenation_Learning  Regularization  Pose  PDF
• 2021-04-18 Fair Representation Learning for Heterogeneous Information Networks    Ziqian Zeng, Rashidul Islam, Kamrun Naher Keya, James Foulds, Yangqiu Song, Shimei Pan arXiv_AI arXiv_AI  Represenation_Learning  Pose  Attention  Prediction  Recommendation  PDF
• 2021-04-18 Solving Inefficiency of Self-supervised Representation Learning    Guangrun Wang, Keze Wang, Guangcong Wang, Phillip H.S. Torr, Liang Lin arXiv_AI arXiv_AI  Unsupervised  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-04-17 Color Variants Identification via Contrastive Self-Supervised Representation Learning    Ujjal Kr Dutta, Sandeep Repakula, Maulik Parmar, Abhinav Ravi arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Quantitative  PDF
• 2021-04-17 Recursive input and state estimation: A general framework for learning from time series with missing data    Alberto García-Durán, Robert West arXiv_AI arXiv_AI  Represenation_Learning  RNN  Pose  PDF
• 2021-04-17 Are Word Embedding Methods Stable and Should We Care About It?    Angana Borah, Manash Pratim Barman, Amit Awekar arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Language_Model  PDF
• 2021-04-17 TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion    Jiapeng Wu, Yishi Xu, Yingxue Zhang, Chen Ma, Mark Coates, Jackie Chi Kit Cheung arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Regularization  Knowledge  Knowledge_Graph  Pose  Inference  PDF
• 2021-04-15 Exploring Visual Engagement Signals for Representation Learning    Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge Belongie, Ser-Nam Lim arXiv_CV arXiv_CV  Recognition  Weakly_Supervised  Represenation_Learning  Emotion  Action  Classification  Detection  PDF
• 2021-04-15 Contrastive Learning with Stronger Augmentations    Xiao Wang, Guo-Jun Qi arXiv_AI arXiv_AI  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2021-04-15 AdaPrompt: Adaptive Prompt-based Finetuning for Relation Extraction    Xiang Chen, Xin Xie, Ningyu Zhang, Jiahuan Yan, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Relation  Few-Shot  Relation_Extraction  Language_Model  PDF
• 2021-04-15 Conditional independence for pretext task selection in Self-supervised speech representation learning    Salah Zaiem, Titouan Parcollet, Slim Essid arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Relation  Speech_Recognition  PDF
• 2021-04-15 Variational Co-embedding Learning for Attributed Network Clustering    Shuiqiao Yang, Sunny Verma, Borui Cai, Jiaojiao Jiang, Kun Yu, Fang Chen, Shui Yu arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Self-Supervised  Pose  PDF
• 2021-04-15 Emotion Dynamics Modeling via BERT    Haiqin Yang, Jianping Shen arXiv_AI arXiv_AI  Recognition  Bert  Represenation_Learning  RNN  Pose  Emotion  PDF
• 2021-04-14 Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding    Vladan Stojnić (1), Vladimir Risojević (1) ((1) Faculty of Electrical Engineering, University of Banja Luka, Bosnia and Herzegovina) arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Classification  Image_Classification  PDF
• 2021-04-14 Dependency Parsing based Semantic Representation Learning with Graph Neural Network for Enhancing Expressiveness of Text-to-Speech    Yixuan Zhou, Changhe Song, Jingbei Li, Zhiyong Wu, Helen Meng arXiv_CL arXiv_CL  Transformer  Embedding  Bert  Represenation_Learning  Speech  Pose  Relation  PDF
• 2021-04-13 Latent Correlation Representation Learning for Brain Tumor Segmentation with Missing MRI Modalities    Tongxue Zhou, St\ephane Canu, Pierre Vera, Su Ruan arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Pose  Relation  Attention  PDF
• 2021-04-13 VR3Dense: Voxel Representation Learning for 3D Object Detection and Monocular Dense Depth Reconstruction    Shubham Shrivastava arXiv_AI arXiv_AI  Reconstruction  3D  Represenation_Learning  Self-Supervised  Pose  Detection  Object_Detection  CNN  Autonomous  Inference  Prediction  PDF
• 2021-04-12 Deep Attributed Network Representation Learning via Attribute Enhanced Neighborhood    Cong Li, Min Shi, Bo Qu, Xiang Li arXiv_AI arXiv_AI  Embedding  Sparse  Represenation_Learning  Pose  Classification  Relation  Prediction  PDF
• 2021-04-12 HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization    Zhongfen Deng, Hao Peng, Dongxiao He, Jianxin Li, Philip S. Yu arXiv_CL arXiv_CL  Text_Classification  Represenation_Learning  Pose  Action  Classification  Matching  PDF
• 2021-04-12 Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge    Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Wai Lam, Ying Shen arXiv_CL arXiv_CL  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Action  Attention  CNN  QA  PDF
• 2021-04-12 Object-Centric Representation Learning for Video Question Answering    Long Hoang Dang, Thao Minh Le, Vuong Le, Truyen Tran arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Face  Action  Relation  QA  PDF
• 2021-04-11 Constructing Contrastive samples via Summarization for Text Classification with limited annotations    Yangkai Du, Tengfei Ma, Lingfei Wu, Fangli Xu, Xuhong Zhang, Shouling Ji arXiv_CL arXiv_CL  Text_Classification  Represenation_Learning  Regularization  Pose  Contrastive_Learning  Classification  Summarization  PDF
• 2021-04-10 Representation Learning for Weakly Supervised Relation Extraction    Zhuang Li arXiv_CL arXiv_CL  Unsupervised  Weakly_Supervised  Represenation_Learning  Knowledge  Action  Classification  Relation  Relation_Extraction  PDF
• 2021-04-10 ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning    Chih-Yao Chen, Cheng-Te Li arXiv_CL arXiv_CL  Embedding  Bert  Zero-Shot  Represenation_Learning  Knowledge  Pose  Action  Classification  Relation  Relation_Extraction  Prediction  PDF
• 2021-04-09 GATSBI: Generative Agent-centric Spatio-temporal Object Interaction    Cheol-Hui Min, Jinseok Bae, Junho Lee, Young Min Kim arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Video_Prediction  Pose  Face  Action  Relation  Prediction  PDF
• 2021-04-08 Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives    Thanh-Dung Le, Rita Noumeir, Jerome Rambaud, Guillaume Sans, Philippe Jouvet arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Pose  Classification  Language_Model  PDF
• 2021-04-08 Detecting of a Patient's Condition From Clinical Narratives Using Natural Language Representation    Thanh-Dung Le, Jerome Rambaud, Guillaume Sans, Philippe Jouvet, Rita Noumeir arXiv_CL arXiv_CL  Represenation_Learning  Knowledge  Pose  Classification  Prediction  PDF
• 2021-04-08 Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions    Abhijit Guha Roy, Jie Ren, Shekoofeh Azizi, Aaron Loh, Vivek Natarajan, Basil Mustafa, Nick Pawlowski, Jan Freyberg, Yuan Liu, Zach Beaver, Nam Vo, Peggy Bui, Samantha Winter, Patricia MacWilliams, Greg S. Corrado, Umesh Telang, Yun Liu, Taylan Cemgil, Alan Karthikesalingam, Balaji Lakshminarayanan, Jim Winkens arXiv_CV arXiv_CV  Represenation_Learning  Pose  Classification  Deep_Learning  Detection  PDF
• 2021-04-08 CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning from Sporadic Temporal Data    Mostafa Mehdipour Ghazi, Lauge Sørensen, Sébastien Ourselin, Mads Nielsen arXiv_AI arXiv_AI  Represenation_Learning  RNN  Pose  Deep_Learning  Prediction  PDF
• 2021-04-08 Learning to Coordinate via Multiple Graph Neural Networks    Zhiwei Xu, Bin Zhang, Yunpeng Bai, Dapeng Li, Guoliang Fan arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Action  Attention  GAN  CNN  PDF
• 2021-04-07 Analysis of Twitter Users' Lifestyle Choices using Joint Embedding Model    Tunazzina Islam, Dan Goldwasser arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Activity  PDF
• 2021-04-07 Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning    Zhicheng Huang, Zhaoyang Zeng, Yupan Huang, Bei Liu, Dongmei Fu, Jianlong Fu arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Salient  Pose  Action  CNN  Inference  Language_Model  PDF
• 2021-04-07 Contrastive Learning of Global and Local Audio-Visual Representations    Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song arXiv_SD arXiv_SD  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action  Classification  Detection  PDF
• 2021-04-07 Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification    Xudong Tian, Zhizhong Zhang, Shaohui Lin, Yanyun Qu, Yuan Xie, Lizhuang Ma arXiv_CV arXiv_CV  Person_Re-identification  Optimization  Represenation_Learning  Relation  Re-identification  PDF
• 2021-04-06 Autoencoder-based Representation Learning from Heterogeneous Multivariate Time Series Data of Mechatronic Systems    K.-P. Kortmann, M. Fehsenfeld, M. Wielitzka arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Action  Classification  PDF
• 2021-04-05 Talk, Don't Write: A Study of Direct Speech-Based Image Retrieval    Ramon Sanabria, Austin Waters, Jason Baldridge arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Image_Retrieval  Speech  Speech_Recognition  PDF
• 2021-04-04 Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification    Shengcai Liao, Ling Shao arXiv_CV arXiv_CV  Person_Re-identification  Transfer_Learning  Represenation_Learning  Pose  Re-identification  QA  Matching  PDF
• 2021-04-03 Topological Regularization for Graph Neural Networks Augmentation    Rui Song, Fausto Giunchiglia, Ke Zhao, Hao Xu arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Regularization  Pose  PDF
• 2021-04-02 Multitask Recalibrated Aggregation Network for Medical Code Prediction    Wei Sun, Shaoxiong Ji, Erik Cambria, Pekka Marttinen arXiv_CL arXiv_CL  Represenation_Learning  Pose  Medical  Prediction  PDF
• 2021-04-02 Self-supervised Video Representation Learning by Context and Motion Decoupling    Lianghua Huang, Yu Liu, Bin Wang, Pan Pan, Yinghui Xu, Rong Jin arXiv_AI arXiv_AI  Recognition  Represenation_Learning  Regularization  Self-Supervised  Action_Recognition  Action  Prediction  Video_Retrieval  Matching  PDF
• 2021-04-01 Unsupervised Speech Representation Learning for Behavior Modeling using Triplet Enhanced Contextualized Networks    Haoqi Li, Brian Baucom, Shrikanth Narayanan, Panayiotis Georgiou arXiv_AI arXiv_AI  Unsupervised  Recognition  Represenation_Learning  Speech  Pose  Action  PDF
• 2021-04-01 Multiview Pseudo-Labeling for Semi-supervised Learning from Video    Bo Xiong, Haoqi Fan, Kristen Grauman, Christoph Feichtenhofer arXiv_AI arXiv_AI  Recognition  Represenation_Learning  Self-Supervised  Inference  PDF
• 2021-04-01 Modular Adaptation for Cross-Domain Few-Shot Learning    Xiao Lin, Meng Ye, Yunye Gong, Giedrius Buracas, Nikoletta Basiou, Ajay Divakaran, Yi Yao arXiv_CV arXiv_CV  Represenation_Learning  Pose  Classification  Few-Shot  PDF
• 2021-04-01 Composable Augmentation Encoding for Video Representation Learning    Chen Sun, Arsha Nagrani, Yonglong Tian, Cordelia Schmid arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  PDF
• 2021-04-01 Improving Calibration for Long-Tailed Recognition    Zhisheng Zhong, Jiequan Cui, Shu Liu, Jiaya Jia arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  PDF
• 2021-04-01 Unsupervised Degradation Representation Learning for Blind Super-Resolution    Longguang Wang, Yingqian Wang, Xiaoyu Dong, Qingyu Xu, Jungang Yang, Wei An, Yulan Guo arXiv_CV arXiv_CV  Unsupervised  Super_Resolution  Represenation_Learning  Pose  PDF
• 2021-04-01 Speech Resynthesis from Discrete Disentangled Self-Supervised Representations    Adam Polyak, Yossi Adi, Jade Copet, Eugene Kharitonov, Kushal Lakhotia, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux arXiv_SD arXiv_SD  Reconstruction  Represenation_Learning  Speech  Self-Supervised  Pose  PDF
• 2021-04-01 UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training    Mingyang Zhou, Luowei Zhou, Shuohang Wang, Yu Cheng, Linjie Li, Zhou Yu, Jingjing Liu arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Pose  VQA  Caption  Language_Model  Matching  PDF
• 2021-04-01 Jigsaw Clustering for Unsupervised Visual Representation Learning    Pengguang Chen, Shu Liu, Jiaya Jia arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Classification  PDF
• 2021-04-01 Semi-Supervised Domain Adaptation via Selective Pseudo Labeling and Progressive Self-Training    Yoonhyung Kim, Changick Kim arXiv_CV arXiv_CV  Embedding  Unsupervised  Represenation_Learning  Knowledge  Pose  PDF
• 2021-04-01 CUPID: Adaptive Curation of Pre-training Data for Video-and-Language Representation Learning    Luowei Zhou, Jingjing Liu, Yu Cheng, Zhe Gan, Lei Zhang arXiv_CV arXiv_CV  Video_Caption  Represenation_Learning  Salient  Pose  Caption  Video_Retrieval  PDF
• 2021-03-31 Learning by Aligning Videos in Time    Sanjay Haresh, Sateesh Kumar, Huseyin Coskun, Shahram Najam Syed, Andrey Konin, Muhammad Zeeshan Zia, Quoc-Huy Tran arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Regularization  Self-Supervised  Pose  Action  Classification  PDF
• 2021-03-31 Deep adaptive fuzzy clustering for evolutionary unsupervised representation learning    Dayu Tan, Zheng Huang, Xin Peng, Weimin Zhong, Vladimir Mahalec arXiv_AI arXiv_AI  Reconstruction  Unsupervised  Recognition  Optimization  Represenation_Learning  Pose  CNN  PDF
• 2021-03-31 Knowledge Distillation By Sparse Representation Matching    Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis arXiv_CV arXiv_CV  Gradient_Descent  Sparse  Represenation_Learning  Knowledge  Pose  CNN  Matching  PDF
• 2021-03-30 Unsupervised Disentanglement of Linear-Encoded Facial Semantics    Yutong Zheng, Yu-Kai Huang, Ran Tao, Zhiqiang Shen, Marios Savvides arXiv_CV arXiv_CV  Reconstruction  Unsupervised  3D  Sparse  Represenation_Learning  Pose  GAN  PDF
• 2021-03-30 Broaden Your Views for Self-Supervised Video Learning    Adrià Recasens, Pauline Luc, Jean-Baptiste Alayrac, Luyu Wang, Florian Strub, Corentin Tallec, Mateusz Malinowski, Viorica Patraucean, Florent Altché, Michal Valko, Jean-Bastien Grill, Aäron van den Oord, Andrew Zisserman arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Classification  Optical_Flow  PDF
• 2021-03-30 Pre-training strategies and datasets for facial representation learning    Adrian Bulat, Shiyang Cheng, Jing Yang, Andrew Garbett, Enrique Sanchez, Georgios Tzimiropoulos arXiv_CV arXiv_CV  Unsupervised  Facial_Landmark  Recognition  Represenation_Learning  Face  Deep_Learning  Few-Shot  Face_Recognition  PDF
• 2021-03-30 Benchmarking Representation Learning for Natural World Image Collections    Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge Belongie, Oisin Mac Aodha arXiv_CV arXiv_CV  Tracking  Transfer_Learning  Represenation_Learning  Self-Supervised  Classification  PDF
• 2021-03-30 ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identification    Hao Chen, Benoit Lagadec, Francois Bremond arXiv_CV arXiv_CV  Person_Re-identification  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Relation  Attention  Re-identification  PDF
• 2021-03-30 Is Image-to-Image Translation the Panacea for Multimodal Image Registration? A Comparative Study    Jiahao Lu, Johan Öfverstedt, Joakim Lindblad, Nataša Sladoje arXiv_CV arXiv_CV  Represenation_Learning  Adversarial  Deep_Learning  GAN  Medical  Prediction  PDF
• 2021-03-30 Large Scale Visual Food Recognition    Weiqing Min, Zhiling Wang, Yuxin Liu, Mengjiang Luo, Liping Kang, Xiaoming Wei, Xiaolin Wei, Shuqiang Jiang arXiv_CV arXiv_CV  Segmentation  Enhancement  Recognition  Represenation_Learning  Image_Retrieval  Pose  Detection  Attention  PDF
• 2021-03-30 Progressive Domain Expansion Network for Single Domain Generalization    Lei Li, Ke Gao, Juan Cao, Ziyao Huang, Yepeng Weng, Xiaoyue Mi, Zhengze Yu, Xiaoya Li, Boyang xia arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Pose  Contrastive_Learning  Classification  PDF
• 2021-03-29 Transformer visualization via dictionary learning: contextualized embedding as a linear superposition of transformer factors    Zeyu Yun, Yubei Chen, Bruno A Olshausen, Yann LeCun arXiv_CL arXiv_CL  Transformer  Embedding  Represenation_Learning  Knowledge  Pose  PDF
• 2021-03-29 English-Twi Parallel Corpus for Machine Translation    Paul Azunre, Salomey Osei, Salomey Addo, Lawrence Asamoah Adu-Gyamfi, Stephen Moore, Bernard Adabankah, Bernard Opoku, Clara Asare-Nyarko, Samuel Nyarko, Cynthia Amoaba, Esther Dansoa Appiah, Felix Akwerh, Richard Nii Lante Lawson, Joel Budu, Emmanuel Debrah, Nana Boateng, Wisdom Ofori, Edwin Buabeng-Munkoh, Franklin Adjei, Isaac Kojo Essel Ampomah, Joseph Otoo, Reindorf Borkor, Standylove Birago Mensah, Lucien Mensah, Mark Amoako Marcel, Anokye Acheampong Amponsah, James Ben Hayfron-Acquah arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Classification  PDF
• 2021-03-29 Dynamic Network Embedding Survey    Guotong Xue, Ming Zhong, Jianxin Li, Jia Chen, Chengshuai Zhai, Ruochen Kong arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Survey  PDF
• 2021-03-29 AlignMix: Improving representation by interpolating aligned features    Shashanka Venkataramanan, Yannis Avrithis, Ewa Kijak, Laurent Amsaleg arXiv_CV arXiv_CV  Style_Transfer  Represenation_Learning  Pose  PDF
• 2021-03-29 Joint User Association and Power Allocation in Heterogeneous Ultra Dense Network via Semi-Supervised Representation Learning    Xiangyu Zhang, Zhengming Zhang, Luxi Yang arXiv_AI arXiv_AI  Unsupervised  Optimization  Represenation_Learning  Pose  PDF
• 2021-03-28 A Comprehensive Survey on Knowledge Graph Entity Alignment via Representation Learning    Rui Zhang, Bayu Distiawan Trisedy, Miao Li, Yong Jiang, Jianzhong Qi arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Survey  Relation  PDF
• 2021-03-27 SelfGait: A Spatiotemporal Representation Learning Method for Self-supervised Gait Recognition    Yiqun Liu, Yi Zeng, Jian Pu, Hongming Shan, Peiyang He, Junping Zhang arXiv_CV arXiv_CV  Recognition  Gait_Recognition  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-03-26 Categorical Representation Learning: Morphism is All You Need    Artan Sheshmani, Yizhuang You arXiv_AI arXiv_AI  Represenation_Learning  Deep_Learning  PDF
• 2021-03-26 Increasing the Efficiency of Policy Learning for Autonomous Vehicles by Multi-Task Representation Learning    Eshagh Kargar, Ville Kyrki arXiv_RO arXiv_RO  Reinforcement_Learning  Represenation_Learning  Knowledge  Pose  Autonomous  PDF
• 2021-03-26 Unsupervised Document Embedding via Contrastive Augmentation    Dongsheng Luo, Wei Cheng, Jingchao Ni, Wenchao Yu, Xuchao Zhang, Bo Zong, Yanchi Liu, Zhengzhang Chen, Dongjin Song, Haifeng Chen, Xiang Zhang arXiv_CL arXiv_CL  Embedding  Unsupervised  Represenation_Learning  Self-Supervised  Contrastive_Learning  Classification  Matching  PDF
• 2021-03-26 Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification    Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang arXiv_CV arXiv_CV  Image_Caption  Embedding  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-03-25 Contrasting Contrastive Self-Supervised Representation Learning Models    Klemen Kotar, Gabriel Ilharco, Ludwig Schmidt, Kiana Ehsani, Roozbeh Mottaghi arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  PDF
• 2021-03-25 Hierarchical Deep CNN Feature Set-Based Representation Learning for Robust Cross-Resolution Face Recognition    Guangwei Gao, Yi Yu, Jian Yang, Guo-Jun Qi, Meng Yang arXiv_CV arXiv_CV  Surveillance  Recognition  Represenation_Learning  Pose  Face  Deep_Learning  Face_Recognition  CNN  Matching  PDF
• 2021-03-25 Universal Representation Learning from Multiple Domains for Few-shot Classification    Wei-Hong Li, Xialei Liu, Hakan Bilen arXiv_CV arXiv_CV  Represenation_Learning  Knowledge