Represenation_Learning

Represenation_Learning

• 2021-10-15 Hierarchical Curriculum Learning for AMR Parsing    Peiyi Wang, Liang Chen, Tianyu Liu, Baobao Chang, Zhifang Sui arXiv_CL arXiv_CL  Represenation_Learning  Pose  Relation  PDF
• 2021-10-14 Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations    Ji Xin, Chenyan Xiong, Ashwin Srinivasan, Ankita Sharma, Damien Jose, Paul N. Bennett arXiv_CL arXiv_CL  Embedding  Zero-Shot  Represenation_Learning  Adversarial  Pose  Matching  PDF
• 2021-10-14 Inverse Problems Leveraging Pre-trained Contrastive Representations    Sriram Ravula, Georgios Smyrnis, Matt Jordan, Alexandros G. Dimakis arXiv_CV arXiv_CV  Represenation_Learning  Pose  Action  PDF
• 2021-10-14 Self-Supervised Learning by Estimating Twin Class Distributions    Feng Wang, Tao Kong, Rufeng Zhang, Huaping Liu, Hang Li arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Represenation_Learning  Self-Supervised  Classification  Detection  Prediction  PDF
• 2021-10-14 Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks    Sangeeta Srivastava, Yun Wang, Andros Tjandra, Anurag Kumar, Chunxi Liu, Kritika Singh, Yatharth Saraf arXiv_SD arXiv_SD  Represenation_Learning  Speech  Self-Supervised  Pose  PDF
• 2021-10-14 Learning Semantics: An Opportunity for Effective 6G Communications    Mohamed Sana, Emilio Calvanese Strinati arXiv_AI arXiv_AI  Reconstruction  Represenation_Learning  Knowledge  PDF
• 2021-10-14 SpeechT5: Unified-Modal Encoder-Decoder Pre-training for Spoken Language Processing    Junyi Ao, Rui Wang, Long Zhou, Shujie Liu, Shuo Ren, Yu Wu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei arXiv_CL arXiv_CL  Transformer  Quantization  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-10-13 The Impact of Spatiotemporal Augmentations on Self-Supervised Audiovisual Representation Learning    Haider Al-Tahan, Yalda Mohsenzadeh arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-10-13 OPEn: An Open-ended Physics Environment for Learning Without a Task    Chuang Gan, Abhishek Bhandwaldar, Antonio Torralba, Joshua B. Tenenbaum, Phillip Isola arXiv_RO arXiv_RO  Unsupervised  Represenation_Learning  Contrastive_Learning  PDF
• 2021-10-13 Unsupervised Representation Learning for 3D Point Cloud Data    Jincen Jiang, Xuequan Lu, Wanli Ouyang, Meili Wang arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Point_Cloud  3D  Represenation_Learning  Pose  Classification  Attention  PDF
• 2021-10-13 Duality Temporal-channel-frequency Attention Enhanced Speaker Representation Learning    Li Zhang, Qing Wang, Lei Xie arXiv_SD arXiv_SD  Represenation_Learning  Salient  Pose  Action  Attention  PDF
• 2021-10-13 Well-classified Examples are Underestimated in Classification with Deep Neural Networks    Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Xu Sun arXiv_CV arXiv_CV  Optimization  Represenation_Learning  Adversarial  Pose  Classification  Detection  Image_Classification  PDF
• 2021-10-13 Winning the ICCV'2021 VALUE Challenge: Task-aware Ensemble and Transfer Learning with Visual Concepts    Minchul Shin, Jonghwan Mun, Kyoung-Woon On, Woo-Young Kang, Gunsoo Han, Eun-Sol Kim arXiv_CV arXiv_CV  Transfer_Learning  Optimization  Represenation_Learning  Caption  QA  PDF
• 2021-10-12 Aspect-driven User Preference and News Representation Learning for News Recommendation    Rongyao Wang, Wenpeng Lu, Shoujin Wang, Xueping Peng, Hao Wu, Qian Zhang arXiv_AI arXiv_AI  Represenation_Learning  Pose  Recommendation  PDF
• 2021-10-12 Large-scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification    Zhengyang Chen, Sanyuan Chen, Yu Wu, Yao Qian, Chengyi Wang, Shujie Liu, Yanmin Qian, Michael Zeng arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Speech  Self-Supervised  PDF
• 2021-10-12 UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training    Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li, Xiangzhan Yu arXiv_CL arXiv_CL  Unsupervised  Recognition  Bert  Represenation_Learning  Speech  Self-Supervised  Pose  Action  Speech_Recognition  PDF
• 2021-10-12 Guided-GAN: Adversarial Representation Learning for Activity Recognition with Wearables    Alireza Abedin, Hamid Rezatofighi, Damith C. Ranasinghe arXiv_AI arXiv_AI  Unsupervised  Recognition  Represenation_Learning  Adversarial  Pose  Classification  GAN  Activity  PDF
• 2021-10-12 Action-Sufficient State Representation Learning for Control with Structural Constraints    Biwei Huang, Chaochao Lu, Liu Leqi, José Miguel Hernández-Lobato, Clark Glymour, Bernhard Schölkopf, Kun Zhang arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Relation  PDF
• 2021-10-11 Revitalizing CNN Attentions via Transformers in Self-Supervised Visual Representation Learning    Chongjian Ge, Youwei Liang, Yibing Song, Jianbo Jiao, Jue Wang, Ping Luo arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Enhancement  Recognition  Represenation_Learning  Self-Supervised  Pose  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2021-10-11 Learning Temporally-Consistent Representations for Data-Efficient Reinforcement Learning    Trevor McInroe, Lukas Schäfer, Stefano V. Albrecht arXiv_AI arXiv_AI  Reinforcement_Learning  Optimization  Represenation_Learning  Self-Supervised  Pose  Action  PDF
• 2021-10-10 Multi-Class Cell Detection Using Spatial Context Representation    Shahira Abousamra, David Belinsky, John Van Arnam, Felicia Allard, Eric Yee, Rajarsi Gupta, Tahsin Kurc, Dimitris Samaras, Joel Saltz, Chao Chen arXiv_CV arXiv_CV  Represenation_Learning  Pose  Classification  Detection  PDF
• 2021-10-10 Feature Imitating Networks    Sari Saba-Sadiya, Tuka Alhanai, Mohammad M Ghassemi arXiv_AI arXiv_AI  Represenation_Learning  Inference  PDF
• 2021-10-10 6D-ViT: Category-Level 6D Object Pose Estimation via Transformer-based Instance Representation Learning    Lu Zou, Zhangjin Huang arXiv_CV arXiv_CV  Transformer  Point_Cloud  3D  Represenation_Learning  Pose_Estimation  Pose  PDF
• 2021-10-10 Weakly Supervised Contrastive Learning    Mingkai Zheng, Fei Wang, Shan You, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu arXiv_CV arXiv_CV  Unsupervised  Weakly_Supervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Attention  PDF
• 2021-10-09 Representation Learning for Online and Offline RL in Low-rank MDPs    Masatoshi Uehara, Xuezhou Zhang, Wen Sun arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  PDF
• 2021-10-09 Vector-quantized Image Modeling with Improved VQGAN    Jiahui Yu, Xin Li, Jing Yu Koh, Han Zhang, Ruoming Pang, James Qin, Alexander Ku, Yuanzhong Xu, Jason Baldridge, Yonghui Wu arXiv_CV arXiv_CV  Transformer  Reconstruction  Unsupervised  Transfer_Learning  Zero-Shot  Represenation_Learning  Pose  Few-Shot  GAN  Language_Model  Prediction  PDF
• 2021-10-09 Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification    Jinghan Sun, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Knowledge  Pose  Classification  Few-Shot  PDF
• 2021-10-09 CLIP-Adapter: Better Vision-Language Models with Feature Adapters    Peng Gao, Shijie Geng, Renrui Zhang, Teli Ma, Rongyao Fang, Yongfeng Zhang, Hongsheng Li, Yu Qiao arXiv_CV arXiv_CV  Zero-Shot  Optimization  Represenation_Learning  Pose  Classification  Few-Shot  Language_Model  Prediction  PDF
• 2021-10-09 Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks    Hongzhan Lin, Jing Ma, Mingfei Cheng, Zhiwei Yang, Liangliang Chen, Guang Chen arXiv_CL arXiv_CL  Represenation_Learning  Pose  Action  Classification  Detection  Relation  Attention  PDF
• 2021-10-09 Arabic Speech Emotion Recognition Employing Wav2vec2.0 and HuBERT Based on BAVED Dataset    Omar Mohamed, Salah A. Aly arXiv_AI arXiv_AI  Recognition  Bert  Represenation_Learning  Speech  Emotion  Deep_Learning  Speech_Recognition  PDF
• 2021-10-08 Contrastive String Representation Learning using Synthetic Data    Urchade Zaratiana arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Pose  Contrastive_Learning  Matching  PDF
• 2021-10-08 Hierarchical Conditional End-to-End ASR with CTC and Multi-Granular Subword Units    Yosuke Higuchi, Keita Karube, Tetsuji Ogawa, Tetsunori Kobayashi arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  Pose  Action  Classification  Speech_Recognition  Prediction  PDF
• 2021-10-08 Improving Pseudo-label Training For End-to-end Speech Recognition Using Gradient Mask    Shaoshi Ling, Chen Shen, Meng Cai, Zejun Ma arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-10-07 Pre-training Molecular Graph Representation with 3D Geometry    Shengchao Liu, Hanchen Wang, Weiyang Liu, Joan Lasenby, Hongyu Guo, Jian Tang arXiv_CV arXiv_CV  3D  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-10-07 InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization    Robert Harb, Patrick Knöbelreiter arXiv_CV arXiv_CV  Image_Caption  Segmentation  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Quantitative  PDF
• 2021-10-07 Attention is All You Need? Good Embeddings with Statistics are enough: Audio Understanding WITHOUT Convolutions/Transformers/BERTs/Mixers/Attention/RNNs or    Prateek Verma arXiv_AI arXiv_AI  Transformer  Embedding  Bert  Represenation_Learning  RNN  Classification  Deep_Learning  Attention  CNN  PDF
• 2021-10-06 Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations    Yihong Chen, Pasquale Minervini, Sebastian Riedel, Pontus Stenetorp arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Self-Supervised  Pose  Relation  Prediction  PDF
• 2021-10-06 ActiveMatch: End-to-end Semi-supervised Active Representation Learning    Xinkai Yuan, Zilinghan Li, Gaoang Wang (Zhejiang University-University of Illinois at Urbana-Champaign Institute, Zhejiang University) arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Classification  PDF
• 2021-10-05 Unsupervised Speech Segmentation and Variable Rate Representation Learning using Segmental Contrastive Predictive Coding    Saurabhchand Bhati, Jesús Villalba, Piotr Żelasko, Laureano Moro-Velazquez, Najim Dehak arXiv_SD arXiv_SD  Segmentation  Unsupervised  Represenation_Learning  Speech  Self-Supervised  Pose  Boundary_Detection  Action  Classification  Detection  Object_Detection  CNN  PDF
• 2021-10-05 Debiased Graph Contrastive Learning    Jun Xia, Lirong Wu, Jintao Chen, Ge Wang, Stan Z.Li arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2021-10-05 DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT    Heng-Jui Chang, Shu-wen Yang, Hung-yi Lee arXiv_CL arXiv_CL  Bert  Represenation_Learning  Speech  Self-Supervised  PDF
• 2021-10-05 Attention Augmented Convolutional Transformer for Tabular Time-series    Sharath M Shankaranarayana, Davor Runje arXiv_AI arXiv_AI  Transformer  Embedding  Quantization  Bert  Represenation_Learning  Pose  Classification  Attention  CNN  Language_Model  PDF
• 2021-10-04 How You Move Your Head Tells What You Do: Self-supervised Video Representation Learning with Egocentric Cameras and IMU Sensors    Satoshi Tsutsui, Ruta Desai, Karl Ridgeway arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Activity  PDF
• 2021-10-03 Spatio-Temporal Video Representation Learning for AI Based Video Playback Style Prediction    Rishubh Parihar, Gaurav Ramola, Ranajit Saha, Ravi Kini, Aniket Rege, Sudha Velusamy arXiv_AI arXiv_AI  Recognition  Video_Caption  Represenation_Learning  Pose  Action_Recognition  Action  Classification  Prediction  Recommendation  Video_Retrieval  PDF
• 2021-10-03 Graph Representation Learning for Spatial Image Steganalysis    Qiyun Liu, Hanzhou Wu arXiv_CV arXiv_CV  Represenation_Learning  Attention  GAN  CNN  PDF
• 2021-10-02 Seeking Visual Discomfort: Curiosity-driven Representations for Reinforcement Learning    Elie Aljalbout, Maximilian Ulmer, Rudolph Triebel arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Pose  Attention  PDF
• 2021-10-01 Learning Compact Representations of Neural Networks using DiscriminAtive Masking    Jie Bu, Arka Daw, M. Maruf, Anuj Karpatne arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Classification  Deep_Learning  Image_Classification  Recommendation  PDF
• 2021-10-01 SMATE: Semi-Supervised Spatio-Temporal Representation Learning on Multivariate Time Series    Jingwei Zuo, Karine Zeitouni, Yehia Taher arXiv_AI arXiv_AI  Represenation_Learning  Pose  Classification  Attention  PDF
• 2021-10-01 Reconstruction for Powerful Graph Representations    Leonardo Cotta, Christopher Morris, Bruno Ribeiro arXiv_AI arXiv_AI  Reconstruction  Represenation_Learning  Face  PDF
• 2021-10-01 Self-supervised Secondary Landmark Detection via 3D Representation Learning    Praneet C. Bala, Jan Zimmermann, Hyun Soo Park, Benjamin Y. Hayden arXiv_CV arXiv_CV  Tracking  3D  Represenation_Learning  Knowledge  Self-Supervised  Detection  Relation  Object_Detection  GAN  PDF
• 2021-10-01 Unsupervised Motion Representation Learning with Capsule Autoencoders    Ziwei Xu, Xudong Shen, Yongkang Wong, Mohan S Kankanhalli arXiv_CV arXiv_CV  Unsupervised  Recognition  Represenation_Learning  Pose  Action_Recognition  Action  PDF
• 2021-10-01 Mask or Non-Mask? Robust Face Mask Detector via Triplet-Consistency Representation Learning    Chun-Wei Yang, Thanh-Hai Phung, Hong-Han Shuai, Wen-Huang Cheng arXiv_CV arXiv_CV  Represenation_Learning  Pose  Face  Detection  Object_Detection  Attention  CNN  PDF
• 2021-10-01 A Survey of Knowledge Enhanced Pre-trained Models    Jian Yang, Gang Xiao, Yulong Shen, Wei Jiang, Xinyu Hu, Ying Zhang, Jinghui Peng arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Self-Supervised  Survey  PDF
• 2021-10-01 Inductive Representation Learning in Temporal Networks via Mining Neighborhood and Community Influences    Meng Liu, Yong Liu arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Classification  Prediction  PDF
• 2021-10-01 DualNet: Continual Learning, Fast and Slow    Quang Pham, Chenghao Liu, Steven Hoi arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Knowledge  Self-Supervised  Pose  PDF
• 2021-09-30 SpliceOut: A Simple and Efficient Audio Augmentation Method    Arjit Jain, Pranay Reddy Samala, Deepak Mittal, Preethi Jyoti, Maneesh Singh arXiv_AI arXiv_AI  Unsupervised  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Classification  Speech_Recognition  PDF
• 2021-09-30 Mining for strong gravitational lenses with self-supervised learning    George Stein, Jacqueline Blaum, Peter Harrington, Tomislav Medan, Zarija Lukic arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Survey  Prediction  PDF
• 2021-09-30 A Review of Text Style Transfer using Deep Learning    Martina Toshevska, Sonja Gievska arXiv_AI arXiv_AI  Style_Transfer  Represenation_Learning  Review  Pose  Deep_Learning  PDF
• 2021-09-30 Motion-aware Self-supervised Video Representation Learning via Foreground-background Merging    Shuangrui Ding, Maomao Li, Tianyu Yang, Rui Qian, Haohang Xu, Qingyi Chen, Jue Wang arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Detection  Object_Detection  PDF
• 2021-09-30 Scalable Rule-Based Representation Learning for Interpretable Classification    Zhuo Wang, Wei Zhang, Ning Liu, Jianyong Wang arXiv_AI arXiv_AI  Gradient_Descent  Represenation_Learning  Pose  Classification  PDF
• 2021-09-29 Neural Knitworks: Patched Neural Implicit Representation Networks    Mikolaj Czerkawski, Javier Cardona, Robert Atkinson, Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis arXiv_AI arXiv_AI  Inpainting  Super_Resolution  Represenation_Learning  Knowledge  Adversarial  Pose  Denoising  CNN  Prediction  PDF
• 2021-09-29 Comparison of Self-Supervised Speech Pre-Training Methods on Flemish Dutch    Jakob Poncelet, Hugo Van hamme arXiv_SD arXiv_SD  Unsupervised  Recognition  Represenation_Learning  Speech  Self-Supervised  Speech_Recognition  Matching  PDF
• 2021-09-29 Distribution Knowledge Embedding for Graph Pooling    Kaixuan Chen, Jie Song, Shunyu Liu, Na Yu, Zunlei Feng, Mingli Song arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Pose  PDF
• 2021-09-29 Can phones, syllables, and words emerge as side-products of cross-situational audiovisual learning? -- A computational investigation    Khazar Khorrami, Okko Räsänen arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Review  Speech  PDF
• 2021-09-28 Exploratory State Representation Learning    Astrid Merckling, Nicolas Perrin-Gilbert, Alexandre Coninx, Stéphane Doncieux arXiv_RO arXiv_RO  Reinforcement_Learning  Represenation_Learning  Pose  Prediction  PDF
• 2021-09-28 Making Curiosity Explicit in Vision-based RL    Elie Aljalbout, Maximilian Ulmer, Rudolph Triebel arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Attention  PDF
• 2021-09-27 Audio-to-Image Cross-Modal Generation    Maciej Żelaszczyk, Jacek Mańdziuk arXiv_SD arXiv_SD  Reconstruction  Represenation_Learning  Adversarial  Classification  Image_Classification  PDF
• 2021-09-27 Experience feedback using Representation Learning for Few-Shot Object Detection on Aerial Images    Pierre Le Jeune, Mustapha Lebbah, Anissa Mokraoui, Hanene Azzag arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Self-Supervised  Pose  Classification  Detection  Few-Shot  Object_Detection  PDF
• 2021-09-27 ConTIG: Continuous Representation Learning on Temporal Interaction Graphs    Xu Yan, Xiaoliang Fan, Peizhen Yang, Zonghan Wu, Shirui Pan, Longbiao Chen, Yu Zang, Cheng Wang arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Action  Classification  Attention  Inference  Prediction  Recommendation  PDF
• 2021-09-26 Cluster Analysis with Deep Embeddings and Contrastive Learning    Ramakrishnan Sundareswaran, Jansel Herrera-Gerena, John Just, Ali Janessari arXiv_CV arXiv_CV  Embedding  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2021-09-26 Self-Supervised Video Representation Learning by Video Incoherence Detection    Haozhi Cao, Yuecong Xu, Jianfei Yang, Kezhi Mao, Lihua Xie, Jianxiong Yin, Simon See arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Detection  Video_Retrieval  PDF
• 2021-09-24 Discovering Novel Customer Features with Recurrent Neural Networks for Personality Based Financial Services    Charl Maree, Christian W. Omlin arXiv_AI arXiv_AI  Segmentation  Represenation_Learning  RNN  Relation  PDF
• 2021-09-24 Edge but not Least: Cross-View Graph Pooling    Xiaowei Zhou, Jie Yin, Ivor W. Tsang arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Action  Classification  Prediction  PDF
• 2021-09-24 Learning Dual Dynamic Representations on Time-Sliced User-Item Interaction Graphs for Sequential Recommendation    Zeyuan Chen, Wei Zhang, Junchi Yan, Gang Wang, Jianyong Wang arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Prediction  Recommendation  PDF
• 2021-09-24 Dense Contrastive Visual-Linguistic Pretraining    Lei Shi, Kai Shuang, Shijie Geng, Peng Gao, Zuohui Fu, Gerard de Melo, Yunpeng Chen, Sen Su arXiv_CV arXiv_CV  Bert  Sparse  Represenation_Learning  Adversarial  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2021-09-24 Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends    Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Junaid Qadir, Björn W. Schuller arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Knowledge  Review  Speech  Emotion  Survey  Classification  Deep_Learning  Speech_Recognition  Prediction  PDF
• 2021-09-24 Holistic Semi-Supervised Approaches for EEG Representation Learning    Guangyi Zhang, Ali Etemad arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Emotion  PDF
• 2021-09-24 AES Are Both Overstable And Oversensitive: Explaining Why And Proposing Defenses    Yaman Kumar Singla, Swapnil Parekh, Somesh Singh, Junyi Jessy Li, Rajiv Ratn Shah, Changyou Chen arXiv_AI arXiv_AI  Embedding  Bert  Represenation_Learning  Adversarial  Speech  Pose  Detection  PDF
• 2021-09-23 Long Short View Feature Decomposition via Contrastive Video Representation Learning    Nadine Behrmann, Mohsen Fayyaz, Juergen Gall, Mehdi Noroozi arXiv_CV arXiv_CV  Segmentation  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Prediction  PDF
• 2021-09-23 How much 'human-like' visual experience do current self-supervised learning algorithms need to achieve human-level object recognition?    A. Emin Orhan arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  PDF
• 2021-09-22 Deep Variational Clustering Framework for Self-labeling of Large-scale Medical Images    Farzin Soleymani, Mohammad Eslami, Tobias Elze, Bernd Bischl, Mina Rezaei arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Pose  Medical  CNN  PDF
• 2021-09-22 KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation    Yongfei Liu, Chenfei Wu, Shao-yen Tseng, Vasudev Lal, Xuming He, Nan Duan arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Knowledge  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2021-09-22 HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning    Mingyu Derek Ma, Muhao Chen, Te-Lin Wu, Nanyun Peng arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Relation  Inference  PDF
• 2021-09-21 Self-supervised Representation Learning for Reliable Robotic Monitoring of Fruit Anomalies    Taeyeong Choi, Owen Would, Adrian Salazar-Gomez, Grzegorz Cielniak arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Detection  Relation  Autonomous  PDF
• 2021-09-21 CONQUER: Contextual Query-aware Ranking for Video Corpus Moment Retrieval    Zhijian Hou, Chong-Wah Ngo, Wing Kwong Chan arXiv_AI arXiv_AI  Represenation_Learning  Pose  Attention  Video_Retrieval  PDF
• 2021-09-21 Representation Learning for Short Text Clustering    Hui Yin, Xiangyu Song, Shuiqiao Yang, Guangyan Huang, Jianxin Li arXiv_CL arXiv_CL  Unsupervised  Bert  Sparse  Represenation_Learning  Pose  CNN  Language_Model  PDF
• 2021-09-20 Learning to Improve Representations by Communicating About Perspectives    Julius Taylor, Eleni Nisioti, Clément Moulin-Frier arXiv_AI arXiv_AI  Represenation_Learning  Pose  PDF
• 2021-09-19 ARCA23K: An audio dataset for investigating open-set label noise    Turab Iqbal, Yin Cao, Andrew Bailey, Mark D. Plumbley, Wenwu Wang arXiv_SD arXiv_SD  Represenation_Learning  Classification  PDF
• 2021-09-19 Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition    Guolin Zheng, Yubei Xiao, Ke Gong, Pan Zhou, Xiaodan Liang, Liang Lin arXiv_CL arXiv_CL  Embedding  Recognition  Bert  Represenation_Learning  Knowledge  Speech  Attention  Speech_Recognition  Language_Model  PDF
• 2021-09-18 Visual Representation Learning for Preference-Aware Path Planning    Kavan Singh Sikand, Sadegh Rabiee, Adam Uccello, Xuesu Xiao, Garrett Warnell, Joydeep Biswas arXiv_RO arXiv_RO  Segmentation  Semantic_Segmentation  Represenation_Learning  Autonomous  PDF
• 2021-09-18 MM-Deacon: Multimodal molecular domain embedding analysis via contrastive learning    Zhihui Guo, Pramod Kumar Sharma, Liang Du, Robin Abraham arXiv_CL arXiv_CL  Transformer  Embedding  Represenation_Learning  Pose  Contrastive_Learning  Action  Language_Model  PDF
• 2021-09-18 Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems    Di Jin, Shuyang Gao, Seokhwan Kim, Yang Liu, Dilek Hakkani-Tur arXiv_AI arXiv_AI  Zero-Shot  Represenation_Learning  Knowledge  Pose  Detection  Few-Shot  Object_Detection  PDF
• 2021-09-17 Efficient State Representation Learning for Dynamic Robotic Scenarios    Zhaorun Chen, Liang Gong, Te Sun, Binhao Chen, Shenghan Xie, David Filliat, Natalia Díaz-Rodríguez arXiv_AI arXiv_AI  Reinforcement_Learning  Optimization  Represenation_Learning  Pose  Deep_Learning  PDF
• 2021-09-17 Pointly-supervised 3D Scene Parsing with Viewpoint Bottleneck    Liyi Luo, Beiwen Tian, Hao Zhao, Guyue Zhou arXiv_CV arXiv_CV  Scene_Parsing  Point_Cloud  3D  Sparse  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Quantitative  GAN  PDF
• 2021-09-17 Carl-Lead: Lidar-based End-to-End Autonomous Driving with Contrastive Deep Reinforcement Learning    Peide Cai, Sukai Wang, Hengli Wang, Ming Liu arXiv_AI arXiv_AI  Unsupervised  Reinforcement_Learning  Represenation_Learning  Autonomous  PDF
• 2021-09-17 Distilling Linguistic Context for Language Model Compression    Geondo Park, Gyeongman Kim, Eunho Yang arXiv_AI arXiv_AI  Bert  Represenation_Learning  Knowledge  Pose  Relation  Language_Model  PDF
• 2021-09-16 Semi-Supervised Visual Representation Learning for Fashion Compatibility    Ambareesh Revanur, Vijay Kumar, Deepthi Sharma arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Regularization  Pose  Action  Prediction  Matching  PDF
• 2021-09-16 Dense 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