Represenation_Learning

2021-05-17 Learning User Embeddings from Temporal Social Media Data: A Survey Fatema Hasan, Kevin S. Xu, James R. Foulds, Shimei Pan arXiv_AI arXiv_AI Embedding Represenation_Learning Survey Prediction PDF
2021-05-17 TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning Lu Wang, Xiaofu Chang, Shuang Li, Yunfei Chu, Hui Li, Wei Zhang, Xiaofeng He, Le Song, Jingren Zhou, Hongxia Yang arXiv_AI arXiv_AI Transformer Represenation_Learning Knowledge Pose Contrastive_Learning Action Attention Prediction Recommendation PDF
2021-05-17 Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation Chae Eun Lee, Minyoung Chung, Yeong-Gil Shin arXiv_CV arXiv_CV Segmentation Represenation_Learning Pose Contrastive_Learning Deep_Learning Relation GAN Medical PDF
2021-05-17 Disentangled Variational Information Bottleneck for Multiview Representation Learning Feng Bao arXiv_CV arXiv_CV Represenation_Learning Pose Quantitative Classification PDF
2021-05-17 Classifying Argumentative Relations Using Logical Mechanisms and Argumentation Schemes Yohan Jo, Seojin Bang, Chris Reed, Eduard Hovy arXiv_CL arXiv_CL Unsupervised Represenation_Learning Relation Sentiment PDF
2021-05-17 Prototype-supervised Adversarial Network for Targeted Attack of Deep Hashing Xunguang Wang, Zheng Zhang, Baoyuan Wu, Fumin Shen, Guangming Lu arXiv_CV arXiv_CV Represenation_Learning Image_Retrieval Knowledge Adversarial Pose GAN PDF
2021-05-14 Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation Chenyu You, Ruihan Zhao, Lawrence Staib, James S. Duncan arXiv_CV arXiv_CV Segmentation Embedding 3D Represenation_Learning Regularization Self-Supervised Pose Contrastive_Learning Action Contour Medical PDF
2021-05-14 DialSumm: A Real-Life Scenario Dialogue Summarization Dataset Yulong Chen, Yang Liu, Liang Chen, Yue Zhang arXiv_AI arXiv_AI Tracking Represenation_Learning Pose Deep_Learning Summarization PDF
2021-05-13 Contrastive Learning of Image Representations with Cross-Video Cycle-Consistency Haiping Wu, Xiaolong Wang arXiv_CV arXiv_CV Image_Caption Tracking Recognition Object_Tracking Represenation_Learning Self-Supervised Pose Contrastive_Learning Action_Recognition Action Classification Relation Image_Classification PDF
2021-05-12 When Does Contrastive Visual Representation Learning Work? Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge Belongie arXiv_CV arXiv_CV Unsupervised Represenation_Learning Self-Supervised Contrastive_Learning Classification PDF
2021-05-11 Unsupervised Representation Learning from Pathology Images with Multi-directional Contrastive Predictive Coding Jacob Carse, Frank Carey, Stephen McKenna arXiv_CV arXiv_CV Unsupervised Represenation_Learning Pose Classification Deep_Learning PDF
2021-05-11 Home Action Genome: Cooperative Compositional Action Understanding Nishant Rai, Haofeng Chen, Jingwei Ji, Rishi Desai, Kazuki Kozuka, Shun Ishizaka, Ehsan Adeli, Juan Carlos Niebles arXiv_CV arXiv_CV Recognition Represenation_Learning Pose Action_Recognition Action Few-Shot Activity PDF
2021-05-11 Representation Learning via Global Temporal Alignment and Cycle-Consistency Isma Hadji, Konstantinos G. Derpanis, Allan D. Jepson arXiv_CV arXiv_CV Reconstruction Embedding 3D Weakly_Supervised Represenation_Learning Pose Action Classification PDF
2021-05-11 VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning Adrien Bardes, Jean Ponce, Yann LeCun arXiv_AI arXiv_AI Image_Caption Embedding Represenation_Learning Regularization Self-Supervised Relation PDF
2021-05-11 Graph Consistency based Mean-Teaching for Unsupervised Domain Adaptive Person Re-Identification Xiaobin Liu, Shiliang Zhang arXiv_AI arXiv_AI Person_Re-identification Unsupervised Represenation_Learning Pose Contrastive_Learning Relation Re-identification PDF
2021-05-10 ICON: Learning Regular Maps Through Inverse Consistency Hastings Greer, Roland Kwitt, Francois-Xavier Vialard, Marc Niethammer arXiv_CV arXiv_CV Optimization Represenation_Learning Pose Deep_Learning PDF
2021-05-10 Primitive Representation Learning for Scene Text Recognition Ruijie Yan, Liangrui Peng, Shanyu Xiao, Gang Yao arXiv_CV arXiv_CV Recognition Represenation_Learning RNN Pose Scene_Text Attention CNN PDF
2021-05-09 Conformer: Local Features Coupling Global Representations for Visual Recognition Zhiliang Peng, Wei Huang, Shanzhi Gu, Lingxi Xie, Yaowei Wang, Jianbin Jiao, Qixiang Ye arXiv_CV arXiv_CV Transformer Segmentation Recognition Represenation_Learning Pose Detection Object_Detection Attention CNN PDF
2021-05-08 Contrastive Conditional Transport for Representation Learning Huangjie Zheng, Xu Chen, Jiangchao Yao, Hongxia Yang, Chunyuan Li, Ya Zhang, Hao Zhang, Ivor Tsang, Jingren Zhou, Mingyuan Zhou arXiv_CV arXiv_CV Represenation_Learning Pose Contrastive_Learning PDF
2021-05-07 LatentSLAM: unsupervised multi-sensor representation learning for localization and mapping Ozan Çatal, Wouter Jansen, Tim Verbelen, Bart Dhoedt, Jan Steckel arXiv_AI arXiv_AI Unsupervised Represenation_Learning Pose SLAM Matching PDF
2021-05-07 Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks Gongxu Luo, Jianxin Li, Hao Peng, Carl Yang, Lichao Sun, Philip S. Yu, Lifang He arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Pose PDF
2021-05-06 Multi-Perspective LSTM for Joint Visual Representation Learning Alireza Sepas-Moghaddam, Fernando Pereira, Paulo Lobato Correia, Ali Etemad arXiv_CV arXiv_CV Recognition Represenation_Learning RNN Pose Face Relation Face_Recognition PDF
2021-05-06 TABBIE: Pretrained Representations of Tabular Data Hiroshi Iida, Dung Thai, Varun Manjunatha, Mohit Iyyer arXiv_CL arXiv_CL Embedding Bert Represenation_Learning Self-Supervised Detection Language_Model Prediction PDF
2021-05-06 Unsupervised Visual Representation Learning by Tracking Patches in Video Guangting Wang, Yizhou Zhou, Chong Luo, Wenxuan Xie, Wenjun Zeng, Zhiwei Xiong arXiv_CV arXiv_CV Tracking Unsupervised Recognition 3D Represenation_Learning Pose Action_Recognition Action Classification PDF
2021-05-06 Generalizable Representation Learning for Mixture Domain Face Anti-Spoofing Zhihong Chen, Taiping Yao, Kekai Sheng, Shouhong Ding, Ying Tai, Jilin Li, Feiyue Huang, Xinyu Jin arXiv_CV arXiv_CV Represenation_Learning Pose Face Attention PDF
2021-05-05 Prototype Memory for Large-scale Face Representation Learning Evgeny Smirnov, Nikita Garaev, Vasiliy Galyuk arXiv_AI arXiv_AI Embedding Recognition Represenation_Learning Pose Face Classification Face_Recognition PDF
2021-05-04 Retrieving Complex Tables with Multi-Granular Graph Representation Learning Fei Wang, Kexuan Sun, Muhao Chen, Jay Pujara, Pedro Szekely arXiv_AI arXiv_AI Transformer Represenation_Learning Self-Supervised Pose Matching PDF
2021-05-04 Multipath Graph Convolutional Neural Networks Rangan Das, Bikram Boote, Saumik Bhattacharya, Ujjwal Maulik arXiv_CV arXiv_CV Represenation_Learning Pose Attention CNN Prediction PDF
2021-05-04 Representation Learning for Clustering via Building Consensus Aniket Anand Deshmukh, Jayanth Reddy Regatti, Eren Manavoglu, Urun Dogan arXiv_CV arXiv_CV Unsupervised Represenation_Learning Pose PDF
2021-05-04 Graph Pooling via Coarsened Graph Infomax Yunsheng Pang, Yunxiang Zhao, Dongsheng Li arXiv_AI arXiv_AI Represenation_Learning Pose Contrastive_Learning Attention PDF
2021-05-03 Curious Representation Learning for Embodied Intelligence Yilun Du, Chuang Gan, Phillip Isola arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Self-Supervised Pose PDF
2021-05-03 SUPERB: Speech processing Universal PERformance Benchmark Shu-wen Yang, Po-Han Chi, Yung-Sung Chuang, Cheng-I Jeff Lai, Kushal Lakhotia, Yist Y. Lin, Andy T. Liu, Jiatong Shi, Xuankai Chang, Guan-Ting Lin, Tzu-Hsien Huang, Wei-Cheng Tseng, Ko-tik Lee, Da-Rong Liu, Zili Huang, Shuyan Dong, Shang-Wen Li, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee arXiv_CL arXiv_CL Represenation_Learning Speech Self-Supervised Prediction PDF
2021-05-02 Residual Enhanced Multi-Hypergraph Neural Network Jing Huang, Xiaolin Huang, Jie Yang arXiv_CV arXiv_CV 3D Represenation_Learning Pose Relation PDF
2021-05-02 On Feature Decorrelation in Self-Supervised Learning Tianyu Hua, Wenxiao Wang, Zihui Xue, Yue Wang, Sucheng Ren, Hang Zhao arXiv_AI arXiv_AI Unsupervised Represenation_Learning Self-Supervised Relation PDF
2021-05-02 Subspace Representation Learning for Few-shot Image Classification Ting-Yao Hu, Zhi-Qi Cheng, Alexander G. Hauptmann arXiv_CV arXiv_CV Represenation_Learning Pose Classification Few-Shot Image_Classification PDF
2021-05-01 MARL: Multimodal Attentional Representation Learning for Disease Prediction Ali Hamdi, Amr Aboeleneen, Khaled Shaban arXiv_CV arXiv_CV Segmentation Represenation_Learning RNN Pose Classification Attention CNN Prediction PDF
2021-04-30 Black-box Gradient Attack on Graph Neural Networks: Deeper Insights in Graph-based Attack and Defense Haoxi Zhan, Xiaobing Pei arXiv_AI arXiv_AI Represenation_Learning Adversarial Pose Attention PDF
2021-04-30 PSEUDo: Interactive Pattern Search in Multivariate Time Series with Locality-Sensitive Hashing and Relevance Feedback Yuncong Yu, Dylan Kruyff, Tim Becker, Michael Behrisch arXiv_AI arXiv_AI Represenation_Learning Quantitative Deep_Learning Detection Inference PDF
2021-04-30 BERT Meets Relational DB: Contextual Representations of Relational Databases Siddhant Arora, Vinayak Gupta, Garima Gaur, Srikanta Bedathur arXiv_CL arXiv_CL Embedding Bert Represenation_Learning Relation Attention PDF
2021-04-30 CoCon: Cooperative-Contrastive Learning Nishant Rai, Ehsan Adeli, Kuan-Hui Lee, Adrien Gaidon, Juan Carlos Niebles arXiv_CV arXiv_CV Image_Caption Segmentation Recognition Represenation_Learning Self-Supervised Pose Contrastive_Learning Action_Recognition Action Relation PDF
2021-04-30 An Adversarial Transfer Network for Knowledge Representation Learning Huijuan Wang, Shuangyin Li, Rong Pan arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Adversarial Knowledge_Graph Pose Relation Attention PDF
2021-04-29 A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning Christoph Feichtenhofer, Haoqi Fan, Bo Xiong, Ross Girshick, Kaiming He arXiv_AI arXiv_AI Unsupervised Represenation_Learning PDF
2021-04-29 3D Human Action Representation Learning via Cross-View Consistency Pursuit Linguo Li, Minsi Wang, Bingbing Ni, Hang Wang, Jiancheng Yang, Wenjun Zhang arXiv_CV arXiv_CV Embedding Unsupervised Recognition 3D Represenation_Learning Knowledge Pose Contrastive_Learning Action_Recognition Action PDF
2021-04-28 Evaluating Document Representations for Content-based Legal Literature Recommendations Malte Ostendorff, Elliott Ash, Terry Ruas, Bela Gipp, Julian Moreno-Schneider, Georg Rehm arXiv_CL arXiv_CL Transformer Embedding Represenation_Learning Recommendation PDF
2021-04-28 Point Cloud Learning with Transformer Xian-Feng Han, Yu-Jia Kuang, Guo-Qiang Xiao arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Recognition Point_Cloud 3D Represenation_Learning Action Classification PDF
2021-04-27 Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank Inigo Alonso, Alberto Sabater, David Ferstl, Luis Montesano, Ana C. Murillo arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Represenation_Learning Pose Contrastive_Learning Classification PDF
2021-04-27 Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate Users Moussa Doumbouya, Lisa Einstein, Chris Piech arXiv_AI arXiv_AI Unsupervised Recognition Represenation_Learning Speech Face Speech_Recognition PDF
2021-04-27 Cross-Level Cross-Scale Cross-Attention Network for Point Cloud Representation Xian-Feng Han, Zhang-Yue He, Jia Chen, Guo-Qiang Xiao arXiv_CV arXiv_CV Segmentation Enhancement Point_Cloud 3D Represenation_Learning Pose Action Classification Attention PDF
2021-04-27 Unsupervised Deep Manifold Attributed Graph Embedding Zelin Zang, Siyuan Li, Di Wu, Jianzhu Guo, Yongjie Xu, Stan Z. Li arXiv_AI arXiv_AI Reconstruction Embedding Unsupervised Represenation_Learning Pose Prediction PDF
2021-04-27 Dual Transformer for Point Cloud Analysis Xian-Feng Han, Yi-Fei Jin, Hui-Xian Cheng, Guo-Qiang Xiao arXiv_CV arXiv_CV Image_Caption Transformer Segmentation Point_Cloud 3D Represenation_Learning Pose Quantitative Classification Attention PDF
2021-04-26 Multimodal Contrastive Training for Visual Representation Learning Xin Yuan, Zhe Lin, Jason Kuen, Jianming Zhang, Yilin Wang, Michael Maire, Ajinkya Kale, Baldo Faieta arXiv_CV arXiv_CV Segmentation Represenation_Learning Classification Detection Relation Object_Detection Image_Classification Prediction PDF
2021-04-26 Multimodal Self-Supervised Learning of General Audio Representations Luyu Wang, Pauline Luc, Adria Recasens, Jean-Baptiste Alayrac, Aaron van den Oord arXiv_SD arXiv_SD Represenation_Learning Self-Supervised Classification PDF
2021-04-26 Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal Data Xuihui Jia, Kai Han, Yukun Zhu, Bradley Green arXiv_CV arXiv_CV Embedding Represenation_Learning Self-Supervised Pose Contrastive_Learning PDF
2021-04-26 Mutual Contrastive Learning for Visual Representation Learning Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu arXiv_CV arXiv_CV Transfer_Learning Recognition Represenation_Learning Knowledge Self-Supervised Contrastive_Learning Action Classification Few-Shot Image_Classification PDF
2021-04-25 How Well Self-Supervised Pre-Training Performs with Streaming Data? Dapeng Hu, Qizhengqiu Lu, Lanqing Hong, Hailin Hu, Yifan Zhang, Zhenguo Li, Alfred Shen, Jiashi Feng arXiv_CV arXiv_CV Represenation_Learning Regularization Self-Supervised PDF
2021-04-23 Eccentric Regularization: Minimizing Hyperspherical Energy without explicit projection Xuefeng Li, Alan Blair arXiv_AI arXiv_AI Represenation_Learning Regularization Classification PDF
2021-04-23 LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech Solene Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Esteve, Benjamin Lecouteux, Francois Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier arXiv_CL arXiv_CL Recognition Represenation_Learning Speech Self-Supervised Pose Emotion Speech_Recognition PDF
2021-04-22 Pri3D: Can 3D Priors Help 2D Representation Learning? Ji Hou, Saining Xie, Benjamin Graham, Angela Dai, Matthias Nießner arXiv_CV arXiv_CV Segmentation Semantic_Segmentation 3D Represenation_Learning Pose Contrastive_Learning Detection Object_Detection PDF
2021-04-22 Protecting gender and identity with disentangled speech representations Dimitrios Stoidis, Andrea Cavallaro arXiv_SD arXiv_SD Recognition Represenation_Learning Speech Classification Speech_Recognition PDF
2021-04-22 Distilling Audio-Visual Knowledge by Compositional Contrastive Learning Yanbei Chen, Yongqin Xian, A. Sophia Koepke, Ying Shan, Zeynep Akata arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Pose Contrastive_Learning Activity PDF
2021-04-21 Pre-training for Spoken Language Understanding with Joint Textual and Phonetic Representation Learning Qian Chen, Wen Wang, Qinglin Zhang arXiv_CL arXiv_CL Recognition Represenation_Learning Speech Pose Relation Speech_Recognition Language_Model PDF
2021-04-21 Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning Zixuan Li, Xiaolong Jin, Wei Li, Saiping Guan, Jiafeng Guo, Huawei Shen, Yuanzhuo Wang, Xueqi Cheng arXiv_AI arXiv_AI Represenation_Learning Knowledge Knowledge_Graph Pose Relation Prediction PDF
2021-04-20 Enhancing Cognitive Models of Emotions with Representation Learning Yuting Guo, Jinho Choi arXiv_CL arXiv_CL Embedding Represenation_Learning Emotion Classification Deep_Learning Relation PDF
2021-04-20 Perceptual Loss for Robust Unsupervised Homography Estimation Daniel Koguciuk, Elahe Arani, Bahram Zonooz arXiv_AI arXiv_AI Unsupervised Represenation_Learning Pose PDF
2021-04-20 Shadow Neural Radiance Fields for Multi-view Satellite Photogrammetry Dawa Derksen, Dario Izzo arXiv_CV arXiv_CV Reconstruction 3D Represenation_Learning Self-Supervised Pose Quantitative Detection PDF
2021-04-19 Self-supervised Representation Learning With Path Integral Clustering For Speaker Diarization Prachi Singh, Sriram Ganapathy arXiv_SD arXiv_SD Embedding Unsupervised Optimization Represenation_Learning Self-Supervised Pose PDF
2021-04-19 Agent-Centric Representations for Multi-Agent Reinforcement Learning Wenling Shang, Lasse Espeholt, Anton Raichuk, Tim Salimans arXiv_AI arXiv_AI Unsupervised Reinforcement_Learning Represenation_Learning Action Relation Attention PDF
2021-04-19 Federated Word2Vec: Leveraging Federated Learning to Encourage Collaborative Representation Learning Daniel Garcia Bernal, Lodovico Giaretta, Sarunas Girdzijauskas, Magnus Sahlgren arXiv_CL arXiv_CL Represenation_Learning GAN Language_Model PDF
2021-04-19 Temporal Consistency Loss for High Resolution Textured and Clothed 3DHuman Reconstruction from Monocular Video Akin Caliskan, Armin Mustafa, Adrian Hilton arXiv_CV arXiv_CV Reconstruction 3D Represenation_Learning Pose Prediction PDF
2021-04-19 DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning Yuting Gao, Jia-Xin Zhuang, Ke Li, Hao Cheng, Xiaowei Guo, Feiyue Huang, Rongrong Ji, Xing Sun arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Self-Supervised Pose Contrastive_Learning Attention PDF
2021-04-18 Deep Clustering with Measure Propagation Minhua Chen, Badrinath Jayakumar, Padmasundari Gopalakrishnan, Qiming Huang, Michael Johnston, Patrick Haffner arXiv_CL arXiv_CL Embedding Unsupervised Represenation_Learning Regularization Pose PDF
2021-04-18 Fair Representation Learning for Heterogeneous Information Networks Ziqian Zeng, Rashidul Islam, Kamrun Naher Keya, James Foulds, Yangqiu Song, Shimei Pan arXiv_AI arXiv_AI Represenation_Learning Pose Attention Prediction Recommendation PDF
2021-04-18 Solving Inefficiency of Self-supervised Representation Learning Guangrun Wang, Keze Wang, Guangcong Wang, Phillip H.S. Torr, Liang Lin arXiv_AI arXiv_AI Unsupervised Recognition Represenation_Learning Knowledge Self-Supervised Pose Contrastive_Learning PDF
2021-04-17 Color Variants Identification via Contrastive Self-Supervised Representation Learning Ujjal Kr Dutta, Sandeep Repakula, Maulik Parmar, Abhinav Ravi arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Pose Quantitative PDF
2021-04-17 Recursive input and state estimation: A general framework for learning from time series with missing data Alberto García-Durán, Robert West arXiv_AI arXiv_AI Represenation_Learning RNN Pose PDF
2021-04-17 Are Word Embedding Methods Stable and Should We Care About It? Angana Borah, Manash Pratim Barman, Amit Awekar arXiv_CL arXiv_CL Embedding Represenation_Learning Language_Model PDF
2021-04-17 TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion Jiapeng Wu, Yishi Xu, Yingxue Zhang, Chen Ma, Mark Coates, Jackie Chi Kit Cheung arXiv_AI arXiv_AI Embedding Represenation_Learning Regularization Knowledge Knowledge_Graph Pose Inference PDF
2021-04-15 Exploring Visual Engagement Signals for Representation Learning Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge Belongie, Ser-Nam Lim arXiv_CV arXiv_CV Recognition Weakly_Supervised Represenation_Learning Emotion Action Classification Detection PDF
2021-04-15 Contrastive Learning with Stronger Augmentations Xiao Wang, Guo-Jun Qi arXiv_AI arXiv_AI Represenation_Learning Pose Contrastive_Learning PDF
2021-04-15 AdaPrompt: Adaptive Prompt-based Finetuning for Relation Extraction Xiang Chen, Xin Xie, Ningyu Zhang, Jiahuan Yan, Shumin Deng, Chuanqi Tan, Fei Huang, Luo Si, Huajun Chen arXiv_AI arXiv_AI Represenation_Learning Pose Action Relation Few-Shot Relation_Extraction Language_Model PDF
2021-04-15 Conditional independence for pretext task selection in Self-supervised speech representation learning Salah Zaiem, Titouan Parcollet, Slim Essid arXiv_SD arXiv_SD Recognition Represenation_Learning Speech Self-Supervised Pose Relation Speech_Recognition PDF
2021-04-15 Variational Co-embedding Learning for Attributed Network Clustering Shuiqiao Yang, Sunny Verma, Borui Cai, Jiaojiao Jiang, Kun Yu, Fang Chen, Shui Yu arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Self-Supervised Pose PDF
2021-04-15 Emotion Dynamics Modeling via BERT Haiqin Yang, Jianping Shen arXiv_AI arXiv_AI Recognition Bert Represenation_Learning RNN Pose Emotion PDF
2021-04-14 Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding Vladan Stojnić (1), Vladimir Risojević (1) ((1) Faculty of Electrical Engineering, University of Banja Luka, Bosnia and Herzegovina) arXiv_CV arXiv_CV Unsupervised Represenation_Learning Self-Supervised Classification Image_Classification PDF
2021-04-14 Dependency Parsing based Semantic Representation Learning with Graph Neural Network for Enhancing Expressiveness of Text-to-Speech Yixuan Zhou, Changhe Song, Jingbei Li, Zhiyong Wu, Helen Meng arXiv_CL arXiv_CL Transformer Embedding Bert Represenation_Learning Speech Pose Relation PDF
2021-04-13 Latent Correlation Representation Learning for Brain Tumor Segmentation with Missing MRI Modalities Tongxue Zhou, St\ephane Canu, Pierre Vera, Su Ruan arXiv_CV arXiv_CV Segmentation Represenation_Learning Pose Relation Attention PDF
2021-04-13 VR3Dense: Voxel Representation Learning for 3D Object Detection and Monocular Dense Depth Reconstruction Shubham Shrivastava arXiv_AI arXiv_AI Reconstruction 3D Represenation_Learning Self-Supervised Pose Detection Object_Detection CNN Autonomous Inference Prediction PDF
2021-04-12 Deep Attributed Network Representation Learning via Attribute Enhanced Neighborhood Cong Li, Min Shi, Bo Qu, Xiang Li arXiv_AI arXiv_AI Embedding Sparse Represenation_Learning Pose Classification Relation Prediction PDF
2021-04-12 HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization Zhongfen Deng, Hao Peng, Dongxiao He, Jianxin Li, Philip S. Yu arXiv_CL arXiv_CL Text_Classification Represenation_Learning Pose Action Classification Matching PDF
2021-04-12 Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Wai Lam, Ying Shen arXiv_CL arXiv_CL Represenation_Learning Knowledge Knowledge_Graph Pose Action Attention CNN QA PDF
2021-04-12 Object-Centric Representation Learning for Video Question Answering Long Hoang Dang, Thao Minh Le, Vuong Le, Truyen Tran arXiv_CV arXiv_CV Recognition Represenation_Learning Pose Face Action Relation QA PDF
2021-04-11 Constructing Contrastive samples via Summarization for Text Classification with limited annotations Yangkai Du, Tengfei Ma, Lingfei Wu, Fangli Xu, Xuhong Zhang, Shouling Ji arXiv_CL arXiv_CL Text_Classification Represenation_Learning Regularization Pose Contrastive_Learning Classification Summarization PDF
2021-04-10 Representation Learning for Weakly Supervised Relation Extraction Zhuang Li arXiv_CL arXiv_CL Unsupervised Weakly_Supervised Represenation_Learning Knowledge Action Classification Relation Relation_Extraction PDF
2021-04-10 ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning Chih-Yao Chen, Cheng-Te Li arXiv_CL arXiv_CL Embedding Bert Zero-Shot Represenation_Learning Knowledge Pose Action Classification Relation Relation_Extraction Prediction PDF
2021-04-09 GATSBI: Generative Agent-centric Spatio-temporal Object Interaction Cheol-Hui Min, Jinseok Bae, Junho Lee, Young Min Kim arXiv_CV arXiv_CV Unsupervised Represenation_Learning Video_Prediction Pose Face Action Relation Prediction PDF
2021-04-08 Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives Thanh-Dung Le, Rita Noumeir, Jerome Rambaud, Guillaume Sans, Philippe Jouvet arXiv_CL arXiv_CL Embedding Represenation_Learning Pose Classification Language_Model PDF
2021-04-08 Detecting of a Patient's Condition From Clinical Narratives Using Natural Language Representation Thanh-Dung Le, Jerome Rambaud, Guillaume Sans, Philippe Jouvet, Rita Noumeir arXiv_CL arXiv_CL Represenation_Learning Knowledge Pose Classification Prediction PDF
2021-04-08 Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions Abhijit Guha Roy, Jie Ren, Shekoofeh Azizi, Aaron Loh, Vivek Natarajan, Basil Mustafa, Nick Pawlowski, Jan Freyberg, Yuan Liu, Zach Beaver, Nam Vo, Peggy Bui, Samantha Winter, Patricia MacWilliams, Greg S. Corrado, Umesh Telang, Yun Liu, Taylan Cemgil, Alan Karthikesalingam, Balaji Lakshminarayanan, Jim Winkens arXiv_CV arXiv_CV Represenation_Learning Pose Classification Deep_Learning Detection PDF
2021-04-08 CARRNN: A Continuous Autoregressive Recurrent Neural Network for Deep Representation Learning from Sporadic Temporal Data Mostafa Mehdipour Ghazi, Lauge Sørensen, Sébastien Ourselin, Mads Nielsen arXiv_AI arXiv_AI Represenation_Learning RNN Pose Deep_Learning Prediction PDF
2021-04-08 Learning to Coordinate via Multiple Graph Neural Networks Zhiwei Xu, Bin Zhang, Yunpeng Bai, Dapeng Li, Guoliang Fan arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Action Attention GAN CNN PDF
2021-04-07 Analysis of Twitter Users' Lifestyle Choices using Joint Embedding Model Tunazzina Islam, Dan Goldwasser arXiv_AI arXiv_AI Embedding Represenation_Learning Activity PDF
2021-04-07 Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning Zhicheng Huang, Zhaoyang Zeng, Yupan Huang, Bei Liu, Dongmei Fu, Jianlong Fu arXiv_CV arXiv_CV Transformer Represenation_Learning Salient Pose Action CNN Inference Language_Model PDF
2021-04-07 Contrastive Learning of Global and Local Audio-Visual Representations Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song arXiv_SD arXiv_SD Represenation_Learning Self-Supervised Pose Contrastive_Learning Action Classification Detection PDF
2021-04-07 Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification Xudong Tian, Zhizhong Zhang, Shaohui Lin, Yanyun Qu, Yuan Xie, Lizhuang Ma arXiv_CV arXiv_CV Person_Re-identification Optimization Represenation_Learning Relation Re-identification PDF
2021-04-06 Autoencoder-based Representation Learning from Heterogeneous Multivariate Time Series Data of Mechatronic Systems K.-P. Kortmann, M. Fehsenfeld, M. Wielitzka arXiv_AI arXiv_AI Unsupervised Represenation_Learning Action Classification PDF
2021-04-05 Talk, Don't Write: A Study of Direct Speech-Based Image Retrieval Ramon Sanabria, Austin Waters, Jason Baldridge arXiv_CV arXiv_CV Recognition Represenation_Learning Image_Retrieval Speech Speech_Recognition PDF
2021-04-04 Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification Shengcai Liao, Ling Shao arXiv_CV arXiv_CV Person_Re-identification Transfer_Learning Represenation_Learning Pose Re-identification QA Matching PDF
2021-04-03 Topological Regularization for Graph Neural Networks Augmentation Rui Song, Fausto Giunchiglia, Ke Zhao, Hao Xu arXiv_AI arXiv_AI Embedding Unsupervised Represenation_Learning Regularization Pose PDF
2021-04-02 Multitask Recalibrated Aggregation Network for Medical Code Prediction Wei Sun, Shaoxiong Ji, Erik Cambria, Pekka Marttinen arXiv_CL arXiv_CL Represenation_Learning Pose Medical Prediction PDF
2021-04-02 Self-supervised Video Representation Learning by Context and Motion Decoupling Lianghua Huang, Yu Liu, Bin Wang, Pan Pan, Yinghui Xu, Rong Jin arXiv_AI arXiv_AI Recognition Represenation_Learning Regularization Self-Supervised Action_Recognition Action Prediction Video_Retrieval Matching PDF
2021-04-01 Unsupervised Speech Representation Learning for Behavior Modeling using Triplet Enhanced Contextualized Networks Haoqi Li, Brian Baucom, Shrikanth Narayanan, Panayiotis Georgiou arXiv_AI arXiv_AI Unsupervised Recognition Represenation_Learning Speech Pose Action PDF
2021-04-01 Multiview Pseudo-Labeling for Semi-supervised Learning from Video Bo Xiong, Haoqi Fan, Kristen Grauman, Christoph Feichtenhofer arXiv_AI arXiv_AI Recognition Represenation_Learning Self-Supervised Inference PDF
2021-04-01 Modular Adaptation for Cross-Domain Few-Shot Learning Xiao Lin, Meng Ye, Yunye Gong, Giedrius Buracas, Nikoletta Basiou, Ajay Divakaran, Yi Yao arXiv_CV arXiv_CV Represenation_Learning Pose Classification Few-Shot PDF
2021-04-01 Composable Augmentation Encoding for Video Representation Learning Chen Sun, Arsha Nagrani, Yonglong Tian, Cordelia Schmid arXiv_CV arXiv_CV Recognition Represenation_Learning Self-Supervised Pose Contrastive_Learning Action_Recognition Action PDF
2021-04-01 Improving Calibration for Long-Tailed Recognition Zhisheng Zhong, Jiequan Cui, Shu Liu, Jiaya Jia arXiv_CV arXiv_CV Recognition Represenation_Learning Pose PDF
2021-04-01 Unsupervised Degradation Representation Learning for Blind Super-Resolution Longguang Wang, Yingqian Wang, Xiaoyu Dong, Qingyu Xu, Jungang Yang, Wei An, Yulan Guo arXiv_CV arXiv_CV Unsupervised Super_Resolution Represenation_Learning Pose PDF
2021-04-01 Speech Resynthesis from Discrete Disentangled Self-Supervised Representations Adam Polyak, Yossi Adi, Jade Copet, Eugene Kharitonov, Kushal Lakhotia, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux arXiv_SD arXiv_SD Reconstruction Represenation_Learning Speech Self-Supervised Pose PDF
2021-04-01 UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training Mingyang Zhou, Luowei Zhou, Shuohang Wang, Yu Cheng, Linjie Li, Zhou Yu, Jingjing Liu arXiv_CV arXiv_CV Embedding Represenation_Learning Pose VQA Caption Language_Model Matching PDF
2021-04-01 Jigsaw Clustering for Unsupervised Visual Representation Learning Pengguang Chen, Shu Liu, Jiaya Jia arXiv_CV arXiv_CV Unsupervised Represenation_Learning Pose Contrastive_Learning Classification PDF
2021-04-01 Semi-Supervised Domain Adaptation via Selective Pseudo Labeling and Progressive Self-Training Yoonhyung Kim, Changick Kim arXiv_CV arXiv_CV Embedding Unsupervised Represenation_Learning Knowledge Pose PDF
2021-04-01 CUPID: Adaptive Curation of Pre-training Data for Video-and-Language Representation Learning Luowei Zhou, Jingjing Liu, Yu Cheng, Zhe Gan, Lei Zhang arXiv_CV arXiv_CV Video_Caption Represenation_Learning Salient Pose Caption Video_Retrieval PDF
2021-03-31 Learning by Aligning Videos in Time Sanjay Haresh, Sateesh Kumar, Huseyin Coskun, Shahram Najam Syed, Andrey Konin, Muhammad Zeeshan Zia, Quoc-Huy Tran arXiv_CV arXiv_CV Embedding Represenation_Learning Regularization Self-Supervised Pose Action Classification PDF
2021-03-31 Deep adaptive fuzzy clustering for evolutionary unsupervised representation learning Dayu Tan, Zheng Huang, Xin Peng, Weimin Zhong, Vladimir Mahalec arXiv_AI arXiv_AI Reconstruction Unsupervised Recognition Optimization Represenation_Learning Pose CNN PDF
2021-03-31 Knowledge Distillation By Sparse Representation Matching Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis arXiv_CV arXiv_CV Gradient_Descent Sparse Represenation_Learning Knowledge Pose CNN Matching PDF
2021-03-30 Unsupervised Disentanglement of Linear-Encoded Facial Semantics Yutong Zheng, Yu-Kai Huang, Ran Tao, Zhiqiang Shen, Marios Savvides arXiv_CV arXiv_CV Reconstruction Unsupervised 3D Sparse Represenation_Learning Pose GAN PDF
2021-03-30 Broaden Your Views for Self-Supervised Video Learning Adrià Recasens, Pauline Luc, Jean-Baptiste Alayrac, Luyu Wang, Florian Strub, Corentin Tallec, Mateusz Malinowski, Viorica Patraucean, Florent Altché, Michal Valko, Jean-Bastien Grill, Aäron van den Oord, Andrew Zisserman arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Classification Optical_Flow PDF
2021-03-30 Pre-training strategies and datasets for facial representation learning Adrian Bulat, Shiyang Cheng, Jing Yang, Andrew Garbett, Enrique Sanchez, Georgios Tzimiropoulos arXiv_CV arXiv_CV Unsupervised Facial_Landmark Recognition Represenation_Learning Face Deep_Learning Few-Shot Face_Recognition PDF
2021-03-30 Benchmarking Representation Learning for Natural World Image Collections Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge Belongie, Oisin Mac Aodha arXiv_CV arXiv_CV Tracking Transfer_Learning Represenation_Learning Self-Supervised Classification PDF
2021-03-30 ICE: Inter-instance Contrastive Encoding for Unsupervised Person Re-identification Hao Chen, Benoit Lagadec, Francois Bremond arXiv_CV arXiv_CV Person_Re-identification Unsupervised Represenation_Learning Self-Supervised Pose Contrastive_Learning Relation Attention Re-identification PDF
2021-03-30 Is Image-to-Image Translation the Panacea for Multimodal Image Registration? A Comparative Study Jiahao Lu, Johan Öfverstedt, Joakim Lindblad, Nataša Sladoje arXiv_CV arXiv_CV Represenation_Learning Adversarial Deep_Learning GAN Medical Prediction PDF
2021-03-30 Large Scale Visual Food Recognition Weiqing Min, Zhiling Wang, Yuxin Liu, Mengjiang Luo, Liping Kang, Xiaoming Wei, Xiaolin Wei, Shuqiang Jiang arXiv_CV arXiv_CV Segmentation Enhancement Recognition Represenation_Learning Image_Retrieval Pose Detection Attention PDF
2021-03-30 Progressive Domain Expansion Network for Single Domain Generalization Lei Li, Ke Gao, Juan Cao, Ziyao Huang, Yepeng Weng, Xiaoyue Mi, Zhengze Yu, Xiaoya Li, Boyang xia arXiv_CV arXiv_CV Segmentation Represenation_Learning Pose Contrastive_Learning Classification PDF
2021-03-29 Transformer visualization via dictionary learning: contextualized embedding as a linear superposition of transformer factors Zeyu Yun, Yubei Chen, Bruno A Olshausen, Yann LeCun arXiv_CL arXiv_CL Transformer Embedding Represenation_Learning Knowledge Pose PDF
2021-03-29 English-Twi Parallel Corpus for Machine Translation Paul Azunre, Salomey Osei, Salomey Addo, Lawrence Asamoah Adu-Gyamfi, Stephen Moore, Bernard Adabankah, Bernard Opoku, Clara Asare-Nyarko, Samuel Nyarko, Cynthia Amoaba, Esther Dansoa Appiah, Felix Akwerh, Richard Nii Lante Lawson, Joel Budu, Emmanuel Debrah, Nana Boateng, Wisdom Ofori, Edwin Buabeng-Munkoh, Franklin Adjei, Isaac Kojo Essel Ampomah, Joseph Otoo, Reindorf Borkor, Standylove Birago Mensah, Lucien Mensah, Mark Amoako Marcel, Anokye Acheampong Amponsah, James Ben Hayfron-Acquah arXiv_AI arXiv_AI Transformer Represenation_Learning Classification PDF
2021-03-29 Dynamic Network Embedding Survey Guotong Xue, Ming Zhong, Jianxin Li, Jia Chen, Chengshuai Zhai, Ruochen Kong arXiv_AI arXiv_AI Embedding Represenation_Learning Survey PDF
2021-03-29 AlignMix: Improving representation by interpolating aligned features Shashanka Venkataramanan, Yannis Avrithis, Ewa Kijak, Laurent Amsaleg arXiv_CV arXiv_CV Style_Transfer Represenation_Learning Pose PDF
2021-03-29 Joint User Association and Power Allocation in Heterogeneous Ultra Dense Network via Semi-Supervised Representation Learning Xiangyu Zhang, Zhengming Zhang, Luxi Yang arXiv_AI arXiv_AI Unsupervised Optimization Represenation_Learning Pose PDF
2021-03-28 A Comprehensive Survey on Knowledge Graph Entity Alignment via Representation Learning Rui Zhang, Bayu Distiawan Trisedy, Miao Li, Yong Jiang, Jianzhong Qi arXiv_AI arXiv_AI Represenation_Learning Knowledge Knowledge_Graph Pose Survey Relation PDF
2021-03-27 SelfGait: A Spatiotemporal Representation Learning Method for Self-supervised Gait Recognition Yiqun Liu, Yi Zeng, Jian Pu, Hongming Shan, Peiyang He, Junping Zhang arXiv_CV arXiv_CV Recognition Gait_Recognition Represenation_Learning Self-Supervised Pose PDF
2021-03-26 Categorical Representation Learning: Morphism is All You Need Artan Sheshmani, Yizhuang You arXiv_AI arXiv_AI Represenation_Learning Deep_Learning PDF
2021-03-26 Increasing the Efficiency of Policy Learning for Autonomous Vehicles by Multi-Task Representation Learning Eshagh Kargar, Ville Kyrki arXiv_RO arXiv_RO Reinforcement_Learning Represenation_Learning Knowledge Pose Autonomous PDF
2021-03-26 Unsupervised Document Embedding via Contrastive Augmentation Dongsheng Luo, Wei Cheng, Jingchao Ni, Wenchao Yu, Xuchao Zhang, Bo Zong, Yanchi Liu, Zhengzhang Chen, Dongjin Song, Haifeng Chen, Xiang Zhang arXiv_CL arXiv_CL Embedding Unsupervised Represenation_Learning Self-Supervised Contrastive_Learning Classification Matching PDF
2021-03-26 Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang arXiv_CV arXiv_CV Image_Caption Embedding Unsupervised Represenation_Learning Pose Contrastive_Learning Classification Image_Classification PDF
2021-03-25 Contrasting Contrastive Self-Supervised Representation Learning Models Klemen Kotar, Gabriel Ilharco, Ludwig Schmidt, Kiana Ehsani, Roozbeh Mottaghi arXiv_CV arXiv_CV Represenation_Learning Self-Supervised PDF
2021-03-25 Hierarchical Deep CNN Feature Set-Based Representation Learning for Robust Cross-Resolution Face Recognition Guangwei Gao, Yi Yu, Jian Yang, Guo-Jun Qi, Meng Yang arXiv_CV arXiv_CV Surveillance Recognition Represenation_Learning Pose Face Deep_Learning Face_Recognition CNN Matching PDF
2021-03-25 Universal Representation Learning from Multiple Domains for Few-shot Classification Wei-Hong Li, Xialei Liu, Hakan Bilen arXiv_CV arXiv_CV Represenation_Learning Knowledge Pose Classification Few-Shot PDF
2021-03-25 Mask Attention Networks: Rethinking and Strengthen Transformer Zhihao Fan, Yeyun Gong, Dayiheng Liu, Zhongyu Wei, Siyuan Wang, Jian Jiao, Nan Duan, Ruofei Zhang, Xuanjing Huang arXiv_CL arXiv_CL Transformer Represenation_Learning Pose Attention Summarization PDF
2021-03-24 A Broad Study on the Transferability of Visual Representations with Contrastive Learning Ashraful Islam, Chun-Fu Chen, Rameswar Panda, Leonid Karlinsky, Richard Radke, Rogerio Feris arXiv_CV arXiv_CV Recognition Represenation_Learning Self-Supervised Contrastive_Learning Detection Few-Shot Object_Detection PDF
2021-03-24 Information-based Disentangled Representation Learning for Unsupervised MR Harmonization Lianrui Zuo, Blake E. Dewey, Aaron Carass, Yihao Liu, Yufan He, Peter A. Calabresi, Jerry L. Prince arXiv_CV arXiv_CV Unsupervised Represenation_Learning Pose Quantitative PDF
2021-03-24 AutoMix: Unveiling the Power of Mixup Zicheng Liu, Siyuan Li, Di Wu, Zhiyuan Chen, Lirong Wu, Jianzhu Guo, Stan Z. Li arXiv_AI arXiv_AI Represenation_Learning Pose Classification PDF
2021-03-24 Region Similarity Representation Learning Tete Xiao, Colorado J Reed, Xiaolong Wang, Kurt Keutzer, Trevor Darrell arXiv_CV arXiv_CV Segmentation Represenation_Learning Pose_Estimation Self-Supervised Pose Classification Detection Object_Detection CNN PDF
2021-03-23 Leveraging background augmentations to encourage semantic focus in self-supervised contrastive learning Chaitanya K. Ryali, David J. Schwab, Ari S. Morcos arXiv_AI arXiv_AI Embedding Unsupervised Represenation_Learning Adversarial Self-Supervised Contrastive_Learning Relation PDF
2021-03-23 A General Framework for Learning Prosodic-Enhanced Representation of Rap Lyrics Hongru Liang, Haozheng Wang, Qian Li, Jun Wang, Guandong Xu, Jiawei Chen, Jin-Mao Wei, Zhenglu Yang arXiv_CL arXiv_CL Represenation_Learning Knowledge Pose Attention Recommendation PDF
2021-03-23 Group-aware Label Transfer for Domain Adaptive Person Re-identification Kecheng Zheng, Wu Liu, Lingxiao He, Tao Mei, Jiebo Luo, Zheng-Jun Zha arXiv_CV arXiv_CV Person_Re-identification Unsupervised Represenation_Learning Pose Action Re-identification Prediction PDF
2021-03-22 SSD: A Unified Framework for Self-Supervised Outlier Detection Vikash Sehwag, Mung Chiang, Prateek Mittal arXiv_AI arXiv_AI Represenation_Learning Self-Supervised Pose Detection Few-Shot Object_Detection Prediction PDF
2021-03-22 DeepViT: Towards Deeper Vision Transformer Daquan Zhou, Bingyi Kang, Xiaojie Jin, Linjie Yang, Xiaochen Lian, Qibin Hou, Jiashi Feng arXiv_CV arXiv_CV Transformer Represenation_Learning Pose Classification Attention CNN Image_Classification PDF
2021-03-22 Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph Classification Antonio Carta, Andrea Cossu, Federico Errica, Davide Bacciu arXiv_AI arXiv_AI Represenation_Learning Regularization Classification PDF
2021-03-22 Prototypical Representation Learning for Relation Extraction Ning Ding, Xiaobin Wang, Yao Fu, Guangwei Xu, Rui Wang, Pengjun Xie, Ying Shen, Fei Huang, Hai-Tao Zheng, Rui Zhang arXiv_AI arXiv_AI Embedding Represenation_Learning Pose Face Action Classification Relation Few-Shot Relation_Extraction PDF
2021-03-21 An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-Level Structural Information Zejun Li, Zhongyu Wei, Zhihao Fan, Haijun Shan, Xuanjing Huang arXiv_AI arXiv_AI Transformer Unsupervised Represenation_Learning Pose Matching PDF
2021-03-19 Self-Supervised Classification Network Elad Amrani, Alex Bronstein arXiv_CV arXiv_CV Unsupervised Represenation_Learning Self-Supervised Contrastive_Learning Classification Prediction PDF
2021-03-19 UniMoCo: Unsupervised, Semi-Supervised and Full-Supervised Visual Representation Learning Zhigang Dai, Bolun Cai, Yugeng Lin, Junying Chen arXiv_CV arXiv_CV Unsupervised Optimization Represenation_Learning Pose PDF
2021-03-18 Concentric Spherical GNN for 3D Representation Learning James Fox, Bo Zhao, Sivasankaran Rajamanickam, Rampi Ramprasad, Le Song arXiv_CV arXiv_CV Point_Cloud 3D Represenation_Learning Pose Classification CNN PDF
2021-03-18 Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning Mandela Patrick, Yuki M. Asano, Bernie Huang, Ishan Misra, Florian Metze, Joao Henriques, Andrea Vedaldi arXiv_CV arXiv_CV Image_Caption Transformer Represenation_Learning Self-Supervised Pose Attention PDF
2021-03-18 Learning to Amend Facial Expression Representation via De-albino and Affinity Jiawei Shi, Songhao Zhu arXiv_CV arXiv_CV Recognition Represenation_Learning Pose Face Classification Relation CNN PDF
2021-03-18 Dementia Severity Classification under Small Sample Size and Weak Supervision in Thick Slice MRI Reza Shirkavand, Sana Ayromlou, Soroush Farghadani, Maedeh-sadat Tahaei, Fattane Pourakpour, Bahareh Siahlou, Zeynab Khodakarami, Mohammad H. Rohban, Mansoor Fatehi, Hamid R. Rabiee arXiv_CV arXiv_CV Unsupervised Represenation_Learning Self-Supervised Pose Quantitative Classification Deep_Learning Detection Attention PDF
2021-03-17 ALADIN: All Layer Adaptive Instance Normalization for Fine-grained Style Similarity Dan Ruta, Saeid Motiian, Baldo Faieta, Zhe Lin, Hailin Jin, Alex Filipkowski, Andrew Gilbert, John Collomosse arXiv_CV arXiv_CV Embedding Weakly_Supervised Represenation_Learning PDF
2021-03-17 Training GANs with Stronger Augmentations via Contrastive Discriminator Jongheon Jeong, Jinwoo Shin arXiv_AI arXiv_AI Unsupervised Represenation_Learning Adversarial Pose Contrastive_Learning GAN PDF
2021-03-17 Set-to-Sequence Methods in Machine Learning: a Review Mateusz Jurewicz, Leon Strømberg-Derczynski arXiv_AI arXiv_AI Optimization Represenation_Learning Review Language_Model Prediction PDF
2021-03-17 Dialogue History Matters! Personalized Response Selectionin Multi-turn Retrieval-based Chatbots Juntao Li, Chang Liu, Chongyang Tao, Zhangming Chan, Dongyan Zhao, Min Zhang, Rui Yan arXiv_CL arXiv_CL Represenation_Learning Pose Action Attention QA Matching PDF
2021-03-17 Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs Yanlin Wang, Hui Li arXiv_AI arXiv_AI Represenation_Learning Pose Attention PDF
2021-03-17 Improving Zero-shot Voice Style Transfer via Disentangled Representation Learning Siyang Yuan, Pengyu Cheng, Ruiyi Zhang, Weituo Hao, Zhe Gan, Lawrence Carin arXiv_SD arXiv_SD Embedding Style_Transfer Zero-Shot Represenation_Learning Speech Pose PDF
2021-03-17 SPICE: Semantic Pseudo-labeling for Image Clustering Chuang Niu, Ge Wang arXiv_AI arXiv_AI Embedding Unsupervised Represenation_Learning Pose Classification PDF
2021-03-16 Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks Minh Van Nguyen, Viet Dac Lai, Thien Huu Nguyen arXiv_CL arXiv_CL Recognition Represenation_Learning Regularization Pose Action Deep_Learning Detection Relation Relation_Extraction CNN Prediction PDF
2021-03-16 Fast Development of ASR in African Languages using Self Supervised Speech Representation Learning Jama Hussein Mohamud, Lloyd Acquaye Thompson, Aissatou Ndoye, Laurent Besacier arXiv_CL arXiv_CL Recognition Represenation_Learning Speech Self-Supervised Speech_Recognition PDF
2021-03-15 Sample-efficient Reinforcement Learning Representation Learning with Curiosity Contrastive Forward Dynamics Model Thanh Nguyen, Tung M. Luu, Thang Vu, Chang D. Yoo arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Contrastive_Learning CNN Prediction PDF
2021-03-15 Boosting ship detection in SAR images with complementary pretraining techniques Wei Bao, Meiyu Huang, Yaqin Zhang, Yao Xu, Xuejiao Liu, Xueshuang Xiang arXiv_AI arXiv_AI Represenation_Learning Pose Deep_Learning Detection Object_Detection Prediction Matching PDF
2021-03-15 XLST: Cross-lingual Self-training to Learn Multilingual Representation for Low Resource Speech Recognition Zi-Qiang Zhang, Yan Song, Ming-Hui Wu, Xin Fang, Li-Rong Dai arXiv_CL arXiv_CL Embedding Recognition Weakly_Supervised Represenation_Learning Speech Self-Supervised Pose Speech_Recognition PDF
2021-03-15 Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts Junheng Hao, Muhao Chen, Wenchao Yu, Yizhou Sun, Wei Wang arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Ontology Face Prediction PDF
2021-03-15 Learning robust driving policies without online exploration Daniel Graves, Nhat M. Nguyen, Kimia Hassanzadeh, Jun Jin, Jun Luo arXiv_RO arXiv_RO Reinforcement_Learning Represenation_Learning Pose PDF
2021-03-14 Radar Camera Fusion via Representation Learning in Autonomous Driving Xu Dong, Binnan Zhuang, Yunxiang Mao, Langechuan Liu arXiv_AI arXiv_AI Sparse Represenation_Learning Pose Action Detection Autonomous PDF
2021-03-13 Embedding Calibration for Music Semantic Similarity using Auto-regressive Transformer Xinran Zhang, Maosong Sun, Jiafeng Liu, Xiaobing Li arXiv_CL arXiv_CL Transformer Embedding Represenation_Learning Language_Model PDF
2021-03-13 DeepGroup: Representation Learning for Group Recommendation with Implicit Feedback Sarina Sajadi Ghaemmaghami, Amirali Salehi-Abari arXiv_AI arXiv_AI Represenation_Learning Pose Deep_Learning Prediction Recommendation PDF
2021-03-12 Adversarial Graph Disentanglement Shuai Zheng, Zhenfeng Zhu, Zhizhe Liu, Shuiwang Ji, Yao Zhao arXiv_AI arXiv_AI Represenation_Learning Adversarial Pose Action CNN PDF
2021-03-11 BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino arXiv_SD arXiv_SD Represenation_Learning Self-Supervised Pose Relation PDF
2021-03-10 Spatially Consistent Representation Learning Byungseok Roh, Wuhyun Shin, Ildoo Kim, Sungwoong Kim arXiv_CV arXiv_CV Segmentation Represenation_Learning Self-Supervised Pose Contrastive_Learning Classification Detection Object_Detection Image_Classification PDF
2021-03-10 BCFNet: A Balanced Collaborative Filtering Network with Attention Mechanism Chang-Dong Wang, Zi-Yuan Hu, Jin Huang, Zhi-Hong Deng, Ling Huang, Jian-Huang Lai, Philip S. Yu arXiv_AI arXiv_AI Represenation_Learning Pose Relation Attention Recommendation Matching PDF
2021-03-10 Variable-rate discrete representation learning Sander Dieleman, Charlie Nash, Jesse Engel, Karen Simonyan arXiv_CL arXiv_CL Transformer Reconstruction Unsupervised Represenation_Learning Salient Speech Pose Language_Model PDF
2021-03-10 VideoMoCo: Contrastive Video Representation Learning with Temporally Adversarial Examples Tian Pan, Yibing Song, Tianyu Yang, Wenhao Jiang, Wei Liu arXiv_CV arXiv_CV Image_Caption Unsupervised Represenation_Learning Adversarial Pose Contrastive_Learning PDF
2021-03-10 RL-CSDia: Representation Learning of Computer Science Diagrams Shaowei Wang, LingLing Zhang, Xuan Luo, Yi Yang, Xin Hu, Jun Liu arXiv_AI arXiv_AI Represenation_Learning Knowledge Pose Classification Relation VQA PDF
2021-03-10 Reframing Neural Networks: Deep Structure in Overcomplete Representations Calvin Murdock, Simon Lucey arXiv_CV arXiv_CV Optimization Represenation_Learning Relation Inference PDF
2021-03-09 SimTriplet: Simple Triplet Representation Learning with a Single GPU Quan Liu, Peter C. Louis, Yuzhe Lu, Aadarsh Jha, Mengyang Zhao, Ruining Deng, Tianyuan Yao, Joseph T. Roland, Haichun Yang, Shilin Zhao, Lee E. Wheless, Yuankai Huo arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Pose Contrastive_Learning Medical PDF
2021-03-09 Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis Chaoyi Zhang, Jianhui Yu, Yang Song, Weidong Cai arXiv_CV arXiv_CV Recognition 3D Represenation_Learning Pose Action Classification Relation CNN Inference PDF
2021-03-09 Wav2vec-C: A Self-supervised Model for Speech Representation Learning Samik Sadhu, Di He, Che-Wei Huang, Sri Harish Mallidi, Minhua Wu, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Roland Maas arXiv_SD arXiv_SD Quantization Represenation_Learning RNN Speech Self-Supervised Pose PDF
2021-03-09 Bio-Inspired Representation Learning for Visual Attention Prediction Yuan Yuan, Hailong Ning, Xiaoqiang Lu arXiv_CV arXiv_CV Represenation_Learning Pose Action Deep_Learning Attention Prediction PDF
2021-03-09 Contrastive Semi-supervised Learning for ASR Alex Xiao, Christian Fuegen, Abdelrahman Mohamed arXiv_CL arXiv_CL Recognition Represenation_Learning Speech Pose Speech_Recognition PDF
2021-03-08 Unsupervised Pretraining for Object Detection by Patch Reidentification Jian Ding, Enze Xie, Hang Xu, Chenhan Jiang, Zhenguo Li, Ping Luo, Gui-Song Xia arXiv_CV arXiv_CV Unsupervised Represenation_Learning Pose Classification Detection Object_Detection Re-identification PDF
2021-03-08 Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing Tianfei Zhou, Wenguan Wang, Si Liu, Yi Yang, Luc Van Gool arXiv_CV arXiv_CV Human_Parsing Segmentation Semantic_Segmentation Gradient_Descent Sparse Represenation_Learning Pose_Estimation Pose Inference Matching PDF
2021-03-08 Multimodal Representation Learning via Maximization of Local Mutual Information Ruizhi Liao, Daniel Moyer, Miriam Cha, Keegan Quigley, Seth Berkowitz, Steven Horng, Polina Golland, William M. Wells arXiv_CV arXiv_CV Image_Caption Represenation_Learning Pose Classification Image_Classification PDF
2021-03-07 Multimodal VAE Active Inference Controller Cristian Meo, Pablo Lanillos arXiv_AI arXiv_AI Tracking Represenation_Learning Inference PDF
2021-03-07 Repurposing GANs for One-shot Semantic Part Segmentation Nontawat Tritrong, Pitchaporn Rewatbowornwong, Supasorn Suwajanakorn arXiv_CV arXiv_CV Segmentation Unsupervised Represenation_Learning Pose GAN PDF
2021-03-07 Learning a State Representation and Navigation in Cluttered and Dynamic Environments David Hoeller, Lorenz Wellhausen, Farbod Farshidian, Marco Hutter arXiv_AI arXiv_AI Unsupervised Reinforcement_Learning Represenation_Learning PDF
2021-03-06 Imbalance-Aware Self-Supervised Learning for 3D Radiomic Representations Hongwei Li, Fei-Fei Xue, Krishna Chaitanya, Shengda Liu, Ivan Ezhov, Benedikt Wiestler, Jianguo Zhang, Bjoern Menze arXiv_AI arXiv_AI Image_Caption Unsupervised 3D Represenation_Learning Self-Supervised Pose Classification Deep_Learning Medical PDF
2021-03-06 Simplicial Complex Representation Learning Mustafa Hajij, Ghada Zamzmi, Xuanting Cai arXiv_CV arXiv_CV Embedding Represenation_Learning Knowledge Pose Attention PDF
2021-03-05 Self-Supervised Longitudinal Neighbourhood Embedding Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Edith V Sullivan, Adolf Pfefferbaum, Greg Zaharchuk, Kilian M Pohl arXiv_CV arXiv_CV Embedding Represenation_Learning Self-Supervised Pose Contrastive_Learning PDF
2021-03-05 Distributed Dynamic Map Fusion via Federated Learning for Intelligent Networked Vehicles Zijian Zhang, Shuai Wang, Yuncong Hong, Liangkai Zhou, Qi Hao arXiv_AI arXiv_AI Represenation_Learning Knowledge Pose Action PDF
2021-03-05 Variational Structured Attention Networks for Deep Visual Representation Learning Guanglei Yang, Paolo Rota, Xavier Alameda-Pineda, Dan Xu, Mingli Ding, Elisa Ricci arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Represenation_Learning Pose Face Action Attention CNN Inference Prediction PDF
2021-03-05 Unsupervised Motion Representation Enhanced Network for Action Recognition Xiaohang Yang, Lingtong Kong, Jie Yang arXiv_CV arXiv_CV Unsupervised Recognition Video_Caption Represenation_Learning Pose Action_Recognition Action Optical_Flow Prediction PDF
2021-03-05 Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images Yu Tian, Guansong Pang, Fengbei Liu, Yuanhong chen, Seon Ho Shin, Johan W. Verjans, Rajvinder Singh, Gustavo Carneiro arXiv_CV arXiv_CV Image_Caption Unsupervised Represenation_Learning Self-Supervised Pose Contrastive_Learning Face Detection Medical PDF
2021-03-04 IACN: Influence-aware and Attention-based Co-evolutionary Network for Recommendation Shalini Pandey, George Karypis, Jaideep Srivasatava arXiv_AI arXiv_AI Embedding Represenation_Learning Pose Action Attention Recommendation PDF
2021-03-03 Deep Clustering by Semantic Contrastive Learning Jiabo Huang, Shaogang Gong arXiv_CV arXiv_CV Recognition Represenation_Learning Self-Supervised Pose Contrastive_Learning Prediction PDF
2021-03-03 FFB6D: A Full Flow Bidirectional Fusion Network for 6D Pose Estimation Yisheng He, Haibin Huang, Haoqiang Fan, Qifeng Chen, Jian Sun arXiv_CV arXiv_CV 3D Represenation_Learning Pose_Estimation Pose PDF
2021-03-02 Sequential Place Learning: Heuristic-Free High-Performance Long-Term Place Recognition Marvin Chancán, Michael Milford arXiv_AI arXiv_AI Embedding Recognition Represenation_Learning RNN Autonomous Inference Matching PDF
2021-03-02 WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning Krishna Srinivasan, Karthik Raman, Jiecao Chen, Michael Bendersky, Marc Najork arXiv_CV arXiv_CV Represenation_Learning Pose PDF
2021-03-02 Adversarial Examples for Unsupervised Machine Learning Models Chia-Yi Hsu, Pin-Yu Chen, Songtao Lu, Sijia Lu, Chia-Mu Yu arXiv_CV arXiv_CV Reconstruction Unsupervised Represenation_Learning Adversarial Pose Contrastive_Learning Prediction PDF
2021-03-02 Generalizing to Unseen Domains: A Survey on Domain Generalization Jindong Wang, Cuiling Lan, Chang Liu, Yidong Ouyang, Tao Qin arXiv_AI arXiv_AI Represenation_Learning Review Survey PDF
2021-03-01 On the Fairness of Generative Adversarial Networks Patrik Joslin Kenfack, Daniil Dmitrievich Arapovy, Rasheed Hussain, S.M. Ahsan Kazmi, Adil Mehmood Khan arXiv_CV arXiv_CV Represenation_Learning Adversarial Pose GAN PDF
2021-03-01 Contrastive Separative Coding for Self-supervised Representation Learning Jun Wang, Max W. Y. Lam, Dan Su, Dong Yu arXiv_AI arXiv_AI Embedding Unsupervised Represenation_Learning Speech Self-Supervised Pose Attention PDF
2021-03-01 Representation Learning for Event-based Visuomotor Policies Sai Vemprala, Sami Mian, Ashish Kapoor arXiv_CV arXiv_CV Unsupervised Reinforcement_Learning Represenation_Learning Pose PDF
2021-03-01 GEBT: Drawing Early-Bird Tickets in Graph Convolutional Network Training Haoran You, Zhihan Lu, Zijian Zhou, Yingyan Lin arXiv_CV arXiv_CV Represenation_Learning Pose Deep_Learning Detection Object_Detection CNN Inference PDF
2021-03-01 Self-Supervised Multi-View Learning via Auto-Encoding 3D Transformations Xiang Gao, Wei Hu, Guo-Jun Qi arXiv_CV arXiv_CV Recognition 3D Represenation_Learning Self-Supervised Pose Classification Deep_Learning PDF
2021-02-27 Disentangling Geometric Deformation Spaces in Generative Latent Shape Models Tristan Aumentado-Armstrong, Stavros Tsogkas, Sven Dickinson, Allan Jepson arXiv_CV arXiv_CV 3D Represenation_Learning Pose PDF
2021-02-26 Robust Deep Reinforcement Learning via Multi-View Information Bottleneck Jiameng Fan, Wenchao Li arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Action PDF
2021-02-25 Learning Generalizable Visual Representations via Interactive Gameplay Luca Weihs, Aniruddha Kembhavi, Kiana Ehsani, Sarah M Pratt, Winson Han, Alvaro Herrasti, Eric Kolve, Dustin Schwenk, Roozbeh Mottaghi, Ali Farhadi arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Adversarial Face Action PDF
2021-02-25 Persistent Homology and Graphs Representation Learning Mustafa Hajij, Ghaza Zamzmi, Xuanting Cai arXiv_CV arXiv_CV Embedding Represenation_Learning Pose PDF
2021-02-25 Highly Efficient Representation and Active Learning Framework for Imbalanced Data and its Application to COVID-19 X-Ray Classification Heng Hao, Sima Didari, Jae Oh Woo, Hankyu Moon, Patrick Bangert arXiv_CV arXiv_CV Unsupervised Represenation_Learning Pose Classification CNN Prediction PDF
2021-02-25 How to represent part-whole hierarchies in a neural network Geoffrey Hinton arXiv_CV arXiv_CV Transformer Represenation_Learning PDF
2021-02-24 The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates Björn W. Schuller, Anton Batliner, Christian Bergler, Cecilia Mascolo, Jing Han, Iulia Lefter, Heysem Kaya, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Maurice Gerczuk, Panagiotis Tzirakis, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Leon J. M. Rothkrantz, Joeri Zwerts, Jelle Treep, Casper Kaandorp arXiv_CL arXiv_CL Unsupervised Represenation_Learning Speech Action Classification PDF
2021-02-24 Generalized and Transferable Patient Language Representation for Phenotyping with Limited Data Yuqi Si, Elmer V Bernstam, Kirk Roberts arXiv_CL arXiv_CL Transfer_Learning Represenation_Learning Pose Medical PDF
2021-02-23 RGB-D Railway Platform Monitoring and Scene Understanding for Enhanced Passenger Safety Marco Wallner, Daniel Steininger, Verena Widhalm, Matthias Schörghuber, Csaba Beleznai arXiv_CV arXiv_CV Surveillance Tracking Enhancement 3D Represenation_Learning Pose Quantitative Detection Object_Detection PDF
2021-02-23 Investigating Local and Global Information for Automated Audio Captioning with Transfer Learning Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Zeyu Xie, Kai Yu arXiv_SD arXiv_SD Transfer_Learning Scene_Classification Represenation_Learning Pose Classification Relation Caption PDF
2021-02-22 Learning Low-dimensional Manifolds for Scoring of Tissue Microarray Images Donghui Yan, Jian Zou, Zhenpeng Li arXiv_CV arXiv_CV Represenation_Learning Pose Deep_Learning PDF
2021-02-22 Reinforcement Learning with Prototypical Representations Denis Yarats, Rob Fergus, Alessandro Lazaric, Lerrel Pinto arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Self-Supervised Pose Summarization PDF
2021-02-22 Towards Causal Representation Learning Bernhard Schölkopf, Francesco Locatello, Stefan Bauer, Nan Rosemary Ke, Nal Kalchbrenner, Anirudh Goyal, Yoshua Bengio arXiv_AI arXiv_AI Represenation_Learning Review Pose Inference PDF
2021-02-20 Self-Supervised Learning via multi-Transformation Classification for Action Recognition Duc Quang Vu, Ngan T.H.Le, Jia-Ching Wang arXiv_CV arXiv_CV Recognition 3D Represenation_Learning Self-Supervised Pose Action_Recognition Action Classification CNN PDF
2021-02-17 Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters Aston Zhang, Yi Tay, Shuai Zhang, Alvin Chan, Anh Tuan Luu, Siu Cheung Hui, Jie Fu arXiv_AI arXiv_AI Transformer Style_Transfer Represenation_Learning RNN Pose Inference PDF
2021-02-17 ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems Yi Lin, Bo Yang, Linchao Li, Dongyue Guo, Jianwei Zhang, Hu Chen, Yi Zhang arXiv_CL arXiv_CL Unsupervised Recognition Represenation_Learning Speech Self-Supervised Pose Speech_Recognition Prediction PDF
2021-02-16 Large-Context Conversational Representation Learning: Self-Supervised Learning for Conversational Documents Ryo Masumura, Naoki Makishima, Mana Ihori, Akihiko Takashima, Tomohiro Tanaka, Shota Orihashi arXiv_CL arXiv_CL Segmentation Represenation_Learning Self-Supervised Pose Language_Model PDF
2021-02-16 Dynamic Virtual Graph Significance Networks for Predicting Influenza Jie Zhang, Pengfei Zhou, Hongyan Wu arXiv_AI arXiv_AI Represenation_Learning Knowledge Pose Attention Prediction PDF
2021-02-16 Meta-Path-Free Representation Learning on Heterogeneous Networks Jie Zhang, Jinru Ding, Suyuan Liu, Hongyan Wu arXiv_AI arXiv_AI Represenation_Learning Knowledge Knowledge_Graph Pose Relation CNN PDF
2021-02-16 Boosting Deep Transfer Learning for COVID-19 Classification Fouzia Altaf, Syed M.S. Islam, Naeem K. Janjua, Naveed Akhtar arXiv_AI arXiv_AI Transfer_Learning Represenation_Learning Classification Deep_Learning PDF
2021-02-16 Training Stacked Denoising Autoencoders for Representation Learning Jason Liang, Keith Kelly arXiv_AI arXiv_AI Unsupervised Gradient_Descent Optimization Represenation_Learning Classification Denoising Image_Classification PDF
2021-02-16 Training Larger Networks for Deep Reinforcement Learning Kei Ota, Devesh K. Jha, Asako Kanezaki arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Pose Deep_Learning PDF
2021-02-15 HDMI: High-order Deep Multiplex Infomax Baoyu Jing, Chanyoung Park, Hanghang Tong arXiv_AI arXiv_AI Embedding Unsupervised Represenation_Learning Self-Supervised Pose Classification Relation Attention PDF
2021-02-15 DAC: Deep Autoencoder-based Clustering, a General Deep Learning Framework of Representation Learning Si Lu, Ruisi Li arXiv_AI arXiv_AI Recognition Represenation_Learning Pose Deep_Learning PDF
2021-02-14 Relation-aware Graph Attention Model With Adaptive Self-adversarial Training Xiao Qin, Nasrullah Sheikh, Berthold Reinwald, Lingfei Wu arXiv_AI arXiv_AI Embedding Optimization Represenation_Learning Adversarial Pose Relation Attention Prediction PDF
2021-02-12 Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning Yifan Zhang, Bryan Hooi, Dapeng Hu, Jian Liang, Jiashi Feng arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Optimization Represenation_Learning Self-Supervised Pose Contrastive_Learning Classification Image_Classification PDF
2021-02-12 Contrastive Unsupervised Learning for Speech Emotion Recognition Mao Li, Bo Yang, Joshua Levy, Andreas Stolcke, Viktor Rozgic, Spyros Matsoukas, Constantinos Papayiannis, Daniel Bone, Chao Wang arXiv_SD arXiv_SD Unsupervised Recognition Represenation_Learning Salient Speech Emotion Relation PDF
2021-02-11 Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia, Yinfei Yang, Ye Xia, Yi-Ting Chen, Zarana Parekh, Hieu Pham, Quoc V. Le, Yunhsuan Sung, Zhen Li, Tom Duerig arXiv_CV arXiv_CV Represenation_Learning Knowledge Classification Attention Caption PDF
2021-02-10 Fused Acoustic and Text Encoding for Multimodal Bilingual Pretraining and Speech Translation Renjie Zheng, Junkun Chen, Mingbo Ma, Liang Huang arXiv_CL arXiv_CL Represenation_Learning Speech Pose Language_Model PDF
2021-02-10 Privacy-Preserving Graph Convolutional Networks for Text Classification Timour Igamberdiev, Ivan Habernal arXiv_CL arXiv_CL Text_Classification Represenation_Learning Pose Classification Relation CNN Prediction PDF
2021-02-10 Searching for Alignment in Face Recognition Xiaqing Xu, Qiang Meng, Yunxiao Qin, Jianzhu Guo, Chenxu Zhao, Feng Zhou, Zhen Lei arXiv_AI arXiv_AI Face_Detection Recognition Represenation_Learning Pose Face Detection Face_Recognition Attention PDF
2021-02-10 Simple Agent, Complex Environment: Efficient Reinforcement Learning with Agent State Shi Dong, Benjamin Van Roy, Zhengyuan Zhou arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Action PDF
2021-02-09 Benchmarks, Algorithms, and Metrics for Hierarchical Disentanglement Andrew Slavin Ross, Finale Doshi-Velez arXiv_AI arXiv_AI Represenation_Learning PDF
2021-02-09 Negative Data Augmentation Abhishek Sinha, Kumar Ayush, Jiaming Song, Burak Uzkent, Hongxia Jin, Stefano Ermon arXiv_AI arXiv_AI Unsupervised Recognition Represenation_Learning Knowledge Self-Supervised Contrastive_Learning Action_Recognition Action Classification Detection Object_Detection GAN Image_Classification PDF
2021-02-09 Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning Yu Liu, Lianghua Huang, Pan Pan, Bin Wang, Yinghui Xu, Rong Jin arXiv_AI arXiv_AI Unsupervised Represenation_Learning Pose Classification PDF
2021-02-09 Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis Wenmeng Yu, Hua Xu, Ziqi Yuan, Jiele Wu arXiv_CL arXiv_CL Represenation_Learning Self-Supervised Sentiment PDF
2021-02-09 COLOGNE: Coordinated Local Graph Neighborhood Sampling Konstantin Kutzkov arXiv_AI arXiv_AI Embedding Represenation_Learning Pose Relation PDF
2021-02-08 Points2Vec: Unsupervised Object-level Feature Learning from Point Clouds Joël Bachmann, Kenneth Blomqvist, Julian Förster, Roland Siegwart arXiv_CV arXiv_CV Embedding Unsupervised Point_Cloud 3D Represenation_Learning PDF
2021-02-07 Self-supervised driven consistency training for annotation efficient histopathology image analysis Chetan L. Srinidhi, Seung Wook Kim, Fu-Der Chen, Anne L. Martel arXiv_CV arXiv_CV Unsupervised Represenation_Learning Self-Supervised Pose Classification Detection Prediction PDF
2021-02-07 Online Limited Memory Neural-Linear Bandits with Likelihood Matching Ofir Nabati, Tom Zahavy, Shie Mannor arXiv_AI arXiv_AI Gradient_Descent Represenation_Learning Pose Matching PDF
2021-02-07 Representation Learning for Natural Language Processing Zhiyuan Liu, Yankai Lin, Maosong Sun arXiv_CL arXiv_CL Represenation_Learning Review PDF
2021-02-05 Self-Supervised Deep Graph Embedding with High-Order Information Fusion for Community Discovery Shuliang Xu, Lin Feng arXiv_AI arXiv_AI Embedding Represenation_Learning Self-Supervised Pose CNN PDF
2021-02-04 Mask guided attention for fine-grained patchy image classification Jun Wang, Xiaohan Yu, Yongsheng Gao arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Represenation_Learning Pose Classification Attention Image_Classification PDF
2021-02-04 RoI Tanh-polar Transformer Network for Face Parsing in the Wild Yiming Lin, Jie Shen, Yujiang Wang, Maja Pantic arXiv_CV arXiv_CV Transformer Represenation_Learning Pose Face Action CNN PDF
2021-02-04 One Size Does Not Fit All: Finding the Optimal N-gram Sizes for FastText Models across Languages Vít Novotný (1), Eniafe Festus Ayetiran (1), Dávid Lupták (1), Michal Štefánik (1), Petr Sojka (1) ((1) Faculty of Informatics Masaryk University) arXiv_CL arXiv_CL Unsupervised Text_Classification Optimization Represenation_Learning Classification Language_Model PDF
2021-02-03 General-Purpose Speech Representation Learning through a Self-Supervised Multi-Granularity Framework Yucheng Zhao, Dacheng Yin, Chong Luo, Zhiyuan Zhao, Chuanxin Tang, Wenjun Zeng, Zheng-Jun Zha arXiv_SD arXiv_SD Recognition Represenation_Learning Speech Self-Supervised Pose Emotion Classification Speech_Recognition Language_Model PDF
2021-02-02 Deep Autoencoder-based Fuzzy C-Means for Topic Detection Hendri Murfi, Natasha Rosaline, Nora Hariadi arXiv_CL arXiv_CL Represenation_Learning Deep_Learning Detection PDF
2021-02-02 Evaluating the Interpretability of Generative Models by Interactive Reconstruction Andrew Slavin Ross, Nina Chen, Elisa Zhao Hang, Elena L. Glassman, Finale Doshi-Velez arXiv_AI arXiv_AI Reconstruction Represenation_Learning Quantitative PDF
2021-01-30 Melon Playlist Dataset: a public dataset for audio-based playlist generation and music tagging Andres Ferraro, Yuntae Kim, Soohyeon Lee, Biho Kim, Namjun Jo, Semi Lim, Suyon Lim, Jungtaek Jang, Sehwan Kim, Xavier Serra, Dmitry Bogdanov arXiv_SD arXiv_SD Represenation_Learning PDF
2021-01-30 Adversarially learning disentangled speech representations for robust multi-factor voice conversion Jie Wang, Jingbei Li, Xintao Zhao, Zhiyong Wu, Helen Meng arXiv_SD arXiv_SD Style_Transfer Bert Represenation_Learning Adversarial Speech Pose Relation Prediction PDF
2021-01-29 Self-Supervised Representation Learning for RGB-D Salient Object Detection Xiaoqi Zhao, Youwei Pang, Lihe Zhang, Huchuan Lu, Xiang Ruan arXiv_CV arXiv_CV Represenation_Learning Salient Self-Supervised Pose Detection Contour Object_Detection PDF
2021-01-29 Robust Representation Learning with Feedback for Single Image Deraining Chenghao Chen, Hao Li arXiv_CV arXiv_CV Embedding Represenation_Learning Pose Detection PDF
2021-01-29 Fine-tuning BERT-based models for Plant Health Bulletin Classification Shufan Jiang (CRESTIC, ISEP), Rafael Angarita (ISEP), Stephane Cormier (CRESTIC), Francis Rousseaux (CRESTIC) arXiv_CL arXiv_CL Transformer Bert Represenation_Learning Knowledge Pose Classification Deep_Learning Language_Model PDF
2021-01-28 Exploring Cross-Image Pixel Contrast for Semantic Segmentation Wenguan Wang, Tianfei Zhou, Fisher Yu, Jifeng Dai, Ender Konukoglu, Luc Van Gool arXiv_CV arXiv_CV Segmentation Embedding Unsupervised Semantic_Segmentation OCR Optimization Represenation_Learning Pose Relation Attention PDF
2021-01-28 COMPAS: Representation Learning with Compositional Part Sharing for Few-Shot Classification Ju He, Adam Kortylewski, Alan Yuille arXiv_CV arXiv_CV Represenation_Learning Knowledge Classification Few-Shot Attention Image_Classification PDF
2021-01-27 KoreALBERT: Pretraining a Lite BERT Model for Korean Language Understanding Hyunjae Lee, Jaewoong Yoon, Bonggyu Hwang, Seongho Joe, Seungjai Min, Youngjune Gwon arXiv_CL arXiv_CL Bert Represenation_Learning Prediction PDF
2021-01-26 Automatic Curation of Large-Scale Datasets for Audio-Visual Representation Learning Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas Breuel, Gal Chechik, Yale Song arXiv_CV arXiv_CV Optimization Represenation_Learning Self-Supervised Pose PDF
2021-01-26 Graphonomy: Universal Image Parsing via Graph Reasoning and Transfer Liang Lin, Yiming Gao, Ke Gong, Meng Wang, Xiaodan Liang arXiv_CV arXiv_CV Image_Caption Human_Parsing Segmentation Transfer_Learning Represenation_Learning Knowledge Pose Relation PDF
2021-01-25 Multi-view Integration Learning for Irregularly-sampled Clinical Time Series Yurim Lee, Eunji Jun, Heung-Il Suk arXiv_AI arXiv_AI Sparse Represenation_Learning Knowledge Pose Relation Attention Prediction PDF
2021-01-24 Improving Few-Shot Learning with Auxiliary Self-Supervised Pretext Tasks Nathaniel Simard, Guillaume Lagrange arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Classification Few-Shot PDF
2021-01-24 A Joint Representation Learning and Feature Modeling Approach for One-class Recognition Pramuditha Perera, Vishal Patel arXiv_CV arXiv_CV Reconstruction Recognition Represenation_Learning Adversarial Pose Classification PDF
2021-01-23 Deep Reinforcement Learning for Autonomous Driving: A Survey B Ravi Kiran, Ibrahim Sobh, Victor Talpaert, Patrick Mannion, Ahmad A. Al Sallab, Senthil Yogamani, Patrick Pérez arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Review Survey Autonomous PDF
2021-01-21 Knowledge Generation -- Variational Bayes on Knowledge Graphs Florian Wolf arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Relation Prediction Matching PDF
2021-01-21 Self-Adaptive Training: Bridging the Supervised and Self-Supervised Learning Lang Huang, Chao Zhang, Hongyang Zhang arXiv_CV arXiv_CV Represenation_Learning Adversarial Self-Supervised Pose Classification Deep_Learning Prediction PDF
2021-01-21 Boost then Convolve: Gradient Boosting Meets Graph Neural Networks Sergei Ivanov, Liudmila Prokhorenkova arXiv_AI arXiv_AI Optimization Sparse Represenation_Learning Pose Face PDF
2021-01-21 Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval Robert Litschko, Ivan Vulić, Simone Paolo Ponzetto, Goran Glavaš arXiv_CL arXiv_CL Transformer Embedding Unsupervised Bert Represenation_Learning Pose PDF
2021-01-20 SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism Qingyun Sun, Hao Peng, Jianxin Li, Jia Wu, Yuanxing Ning, Phillip S. Yu, Lifang He arXiv_AI arXiv_AI Embedding Represenation_Learning Sketch Knowledge Self-Supervised Classification Attention PDF
2021-01-20 TCLR: Temporal Contrastive Learning for Video Representation Ishan Dave, Rohit Gupta, Mamshad Nayeem Rizve, Mubarak Shah arXiv_CV arXiv_CV Image_Caption Recognition Video_Caption 3D Represenation_Learning Self-Supervised Contrastive_Learning Action_Recognition Action Classification Video_Retrieval PDF
2021-01-19 UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data Chengyi Wang, Yu Wu, Yao Qian, Kenichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang arXiv_CL arXiv_CL Transfer_Learning Recognition Represenation_Learning Speech Self-Supervised Pose Speech_Recognition PDF
2021-01-19 The Unreasonable Effectiveness of Patches in Deep Convolutional Kernels Methods Louis Thiry (DI-ENS), Michael Arbel (UCL), Eugene Belilovsky (MILA), Edouard Oyallon (MLIA) arXiv_CV arXiv_CV Recognition Represenation_Learning Action Classification CNN PDF
2021-01-19 Disentangled Recurrent Wasserstein Autoencoder Jun Han, Martin Renqiang Min, Ligong Han, Li Erran Li, Xuan Zhang arXiv_AI arXiv_AI Unsupervised Style_Transfer Represenation_Learning Pose Action Quantitative PDF
2021-01-18 Does Continual Learning = Catastrophic Forgetting? Anh Thai, Stefan Stojanov, Isaac Rehg, James M. Rehg arXiv_CV arXiv_CV Tracking Represenation_Learning Classification PDF
2021-01-18 HAMMER: Multi-Level Coordination of Reinforcement Learning Agents via Learned Messaging Nikunj Gupta, G Srinivasaraghavan, Swarup Kumar Mohalik, Matthew E. Taylor arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Action PDF
2021-01-18 Adaptive Graph Representation Learning and Reasoning for Face Parsing Gusi Te, Wei Hu, Yinglu Liu, Hailin Shi, Tao Mei arXiv_CV arXiv_CV Human_Parsing Represenation_Learning Pose Face Action Relation Attention Prediction PDF
2021-01-18 Hierarchical disentangled representation learning for singing voice conversion Naoya Takahashi, Mayank Kumar Singh, Yuki Mitsufuji arXiv_SD arXiv_SD Represenation_Learning Pose PDF
2021-01-16 Self-Supervised Representation Learning from Flow Equivariance Yuwen Xiong, Mengye Ren, Wenyuan Zeng, Raquel Urtasun arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Represenation_Learning Self-Supervised Pose Detection Object_Detection PDF
2021-01-16 Learning the Implicit Semantic Representation on Graph-Structured Data Likang Wu, Zhi Li, Hongke Zhao, Qi Liu, Jun Wang, Mengdi Zhang, Enhong Chen arXiv_AI arXiv_AI Represenation_Learning Pose Action CNN PDF
2021-01-14 A Multi-Stage Attentive Transfer Learning Framework for Improving COVID-19 Diagnosis Yi Liu, Shuiwang Ji arXiv_CV arXiv_CV Transfer_Learning Represenation_Learning Knowledge Self-Supervised Pose Attention CNN PDF
2021-01-13 Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning Rishabh Agarwal, Marlos C. Machado, Pablo Samuel Castro, Marc G. Bellemare arXiv_AI arXiv_AI Embedding Reinforcement_Learning Represenation_Learning Relation PDF
2021-01-13 Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning Nathanael L. Baisa, Zheheng Jiang, Ritesh Vyas, Bryan Williams, Hossein Rahmani, Plamen Angelov, Sue Black arXiv_CV arXiv_CV Represenation_Learning Pose_Estimation Pose PDF
2021-01-13 Formalising Concepts as Grounded Abstractions Stephen Clark, Alexander Lerchner, Tamara von Glehn, Olivier Tieleman, Richard Tanburn, Misha Dashevskiy, Matko Bosnjak arXiv_AI arXiv_AI Unsupervised Represenation_Learning Action Deep_Learning GAN PDF
2021-01-13 Is the User Enjoying the Conversation? A Case Study on the Impact on the Reward Function Lina M. Rojas-Barahona arXiv_AI arXiv_AI Represenation_Learning Review Pose Action PDF
2021-01-13 Deep Attention-based Representation Learning for Heart Sound Classification Zhao Ren, Kun Qian, Fengquan Dong, Zhenyu Dai, Yoshiharu Yamamoto, Björn W. Schuller arXiv_SD arXiv_SD Represenation_Learning Pose Classification Attention PDF
2021-01-13 COVID-19 Deterioration Prediction via Self-Supervised Representation Learning and Multi-Image Prediction Anuroop Sriram, Matthew Muckley, Koustuv Sinha, Farah Shamout, Joelle Pineau, Krzysztof J. Geras, Lea Azour, Yindalon Aphinyanaphongs, Nafissa Yakubova, William Moore arXiv_CV arXiv_CV Image_Caption Transformer Represenation_Learning Self-Supervised Pose Prediction PDF
2021-01-12 Learning Efficient Representations for Keyword Spotting with Triplet Loss Roman Vygon, Nikolay Mikhaylovskiy arXiv_AI arXiv_AI Embedding Recognition Represenation_Learning Speech Pose Classification Speech_Recognition CNN PDF
2021-01-12 Hyperbolic Deep Neural Networks: A Survey Wei Peng, Tuomas Varanka, Abdelrahman Mostafa, Henglin Shi, Guoying Zhao arXiv_CV arXiv_CV Represenation_Learning Knowledge Review Knowledge_Graph Survey PDF
2021-01-12 Estimating Galactic Distances From Images Using Self-supervised Representation Learning Md Abul Hayat, Peter Harrington, George Stein, Zarija Lukić, Mustafa Mustafa arXiv_AI arXiv_AI Represenation_Learning Self-Supervised Survey PDF
2021-01-10 Adaptive Prototypical Networks with Label Words and Joint Representation Learning for Few-Shot Relation Classification Yan Xiao, Yaochu Jin, Kuangrong Hao arXiv_CL arXiv_CL Represenation_Learning Knowledge Pose Action Classification Relation Few-Shot PDF
2021-01-07 Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective Dongjie Wang, Pengyang Wang, Kunpeng Liu, Yuanchun Zhou, Charles Hughes, Yanjie Fu arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning RNN Adversarial Pose Action PDF
2021-01-07 DICE: Deep Significance Clustering for Outcome-Aware Stratification Yufang Huang, Kelly M. Axsom, John Lee, Lakshminarayanan Subramanian, Yiye Zhang arXiv_AI arXiv_AI NAS Represenation_Learning Classification PDF
2021-01-06 Partial Domain Adaptation Using Selective Representation Learning For Class-Weight Computation Sandipan Choudhuri, Riti Paul, Arunabha Sen, Baoxin Li, Hemanth Venkateswara arXiv_CV arXiv_CV Represenation_Learning PDF
2021-01-06 Curriculum-Meta Learning for Order-Robust Continual Relation Extraction Tongtong Wu, Xuekai Li, Yuan-Fang Li, Reza Haffari, Guilin Qi, Yujin Zhu, Guoqiang Xu arXiv_AI arXiv_AI Represenation_Learning Pose Action Quantitative Relation Relation_Extraction PDF
2021-01-06 Deep Learning for Person Re-identification: A Survey and Outlook Mang Ye, Jianbing Shen, Gaojie Lin, Tao Xiang, Ling Shao, Steven C. H. Hoi arXiv_CV arXiv_CV Surveillance Person_Re-identification Optimization Represenation_Learning Survey Deep_Learning Re-identification PDF
2021-01-04 Transformer-based Conditional Variational Autoencoder for Controllable Story Generation Le Fang, Tao Zeng, Chaochun Liu, Liefeng Bo, Wen Dong, Changyou Chen arXiv_AI arXiv_AI Transformer Represenation_Learning Language_Model PDF
2021-01-04 Temporal Contrastive Graph for Self-supervised Video Representation Learning Yang Liu, Keze Wang, Haoyuan Lan, Liang Lin arXiv_CV arXiv_CV Embedding Recognition Represenation_Learning Knowledge Self-Supervised Pose Contrastive_Learning Action_Recognition Action Relation Prediction Video_Retrieval PDF
2021-01-04 Passenger Mobility Prediction via Representation Learning for Dynamic Directed and Weighted Graph Yuandong Wang, Hongzhi Yin, Tong Chen, Chunyang Liu, Ben Wang, Tianyu Wo, Jie Xu arXiv_AI arXiv_AI Represenation_Learning Pose Relation Attention Prediction PDF
2021-01-03 Depth as Attention for Face Representation Learning Hardik Uppal, Alireza Sepas-Moghaddam, Michael Greenspan, Ali Etemad arXiv_CV arXiv_CV Recognition 3D Represenation_Learning Pose Face Relation Face_Recognition Attention CNN PDF
2021-01-02 VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation Changhan Wang, Morgane Rivière, Ann Lee, Anne Wu, Chaitanya Talnikar, Daniel Haziza, Mary Williamson, Juan Pino, Emmanuel Dupoux arXiv_CL arXiv_CL Unsupervised Recognition Represenation_Learning Speech Speech_Recognition PDF
2020-12-31 Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans Sida Peng, Yuanqing Zhang, Yinghao Xu, Qianqian Wang, Qing Shuai, Hujun Bao, Xiaowei Zhou arXiv_CV arXiv_CV 3D Sparse Represenation_Learning Pose PDF
2020-12-31 Binary Graph Neural Networks Mehdi Bahri, Gaétan Bahl, Stefanos Zafeiriou arXiv_AI arXiv_AI Represenation_Learning Deep_Learning PDF
2020-12-31 Language-Mediated, Object-Centric Representation Learning Ruocheng Wang, Jiayuan Mao, Samuel J. Gershman, Jiajun Wu arXiv_CV arXiv_CV Segmentation Unsupervised Represenation_Learning Relation Attention PDF
2020-12-31 Deep Graph Generators: A Survey Faezeh Faez, Yassaman Ommi, Mahdieh Soleymani Baghshah, Hamid R. Rabiee arXiv_AI arXiv_AI Represenation_Learning Adversarial Speech Survey Deep_Learning PDF
2020-12-31 xERTE: Explainable Reasoning on Temporal Knowledge Graphs for Forecasting Future Links Zhen Han, Peng Chen, Yunpu Ma, Volker Tresp arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Survey Action Relation Attention Prediction PDF
2020-12-29 Data-driven audio recognition: a supervised dictionary approach Imad Rida arXiv_SD arXiv_SD Recognition Represenation_Learning Pose PDF
2020-12-29 AU-Expression Knowledge Constrained Representation Learning for Facial Expression Recognition Tao Pu, Tianshui Chen, Yuan Xie, Hefeng Wu, Liang Lin arXiv_CV arXiv_CV Recognition Represenation_Learning Knowledge Pose Emotion Action Relation Attention PDF
2020-12-28 Universal Sentence Representation Learning with Conditional Masked Language Model Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve arXiv_CL arXiv_CL Unsupervised Represenation_Learning Pose Inference Language_Model PDF
2020-12-28 BURT: BERT-inspired Universal Representation from Learning Meaningful Segment Yian Li, Hai Zhao arXiv_CL arXiv_CL Embedding Bert Represenation_Learning Language_Model Matching PDF
2020-12-27 Generalized Categorisation of Digital Pathology Whole Image Slides using Unsupervised Learning Mostafa Ibrahim, Kevin Bryson arXiv_CV arXiv_CV Unsupervised Represenation_Learning Knowledge Action Classification CNN PDF
2020-12-25 Taxonomy of multimodal self-supervised representation learning Alex Fedorov, Tristan Sylvain, Margaux Luck, Lei Wu, Thomas P. DeRamus, Alex Kirilin, Dmitry Bleklov, Sergey M. Plis, Vince D. Calhoun arXiv_CV arXiv_CV Unsupervised Represenation_Learning Self-Supervised Pose Contrastive_Learning Relation GAN PDF
2020-12-25 Self-supervised Pre-training with Hard Examples Improves Visual Representations Chunyuan Li, Xiujun Li, Lei Zhang, Baolin Peng, Mingyuan Zhou, Jianfeng Gao arXiv_AI arXiv_AI Represenation_Learning Adversarial Self-Supervised Pose PDF
2020-12-24 P4Contrast: Contrastive Learning with Pairs of Point-Pixel Pairs for RGB-D Scene Understanding Yunze Liu, Li Yi, Shanghang Zhang, Qingnan Fan, Thomas Funkhouser, Hao Dong arXiv_CV arXiv_CV Point_Cloud Represenation_Learning Self-Supervised Pose Contrastive_Learning PDF
2020-12-24 Self-Supervised Representation Learning for Astronomical Images Md Abul Hayat, George Stein, Peter Harrington, Zarija Lukić, Mustafa Mustafa arXiv_AI arXiv_AI Image_Caption Represenation_Learning Self-Supervised Contrastive_Learning Survey Classification PDF
2020-12-23 Private-Shared Disentangled Multimodal VAE for Learning of Hybrid Latent Representations Mihee Lee, Vladimir Pavlovic arXiv_CV arXiv_CV Represenation_Learning Inference PDF
2020-12-23 Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphs Nurendra Choudhary, Nikhil Rao, Sumeet Katariya, Karthik Subbian, Chandan K. Reddy arXiv_CL arXiv_CL Embedding Represenation_Learning Knowledge Knowledge_Graph Self-Supervised Pose Detection Relation GAN PDF
2020-12-21 Social NCE: Contrastive Learning of Socially-aware Motion Representations Yuejiang Liu, Qi Yan, Alexandre Alahi arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Knowledge Pose Contrastive_Learning PDF
2020-12-21 Online Bag-of-Visual-Words Generation for Unsupervised Representation Learning Spyros Gidaris, Andrei Bursuc, Gilles Puy, Nikos Komodakis, Matthieu Cord, Patrick Pérez arXiv_CV arXiv_CV Image_Caption Reconstruction Unsupervised Represenation_Learning Pose Classification Detection Object_Detection PDF
2020-12-21 Image Annotation based on Deep Hierarchical Context Networks Mingyuan Jiu, Hichem Sahbi arXiv_CV arXiv_CV Image_Caption Recognition Represenation_Learning Pose Relation PDF
2020-12-19 Fundamental Limits and Tradeoffs in Invariant Representation Learning Han Zhao, Chen Dan, Bryon Aragam, Tommi S. Jaakkola, Geoffrey J. Gordon, Pradeep Ravikumar arXiv_AI arXiv_AI Represenation_Learning Adversarial Classification Prediction PDF
2020-12-18 Biomedical Knowledge Graph Refinement and Completion using Graph Representation Learning and Top-K Similarity Measure Islam Akef Ebeid, Majdi Hassan, Tingyi Wanyan, Jack Roper, Abhik Seal, Ying Ding arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Ontology Action Relation Medical Prediction PDF
2020-12-18 A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection Jianbo Liu, Sijie Ren, Yuanjie Zheng, Xiaogang Wang, Hongsheng Li arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Represenation_Learning Pose Detection Object_Detection PDF
2020-12-17 Information-Preserving Contrastive Learning for Self-Supervised Representations Tianhong Li, Lijie Fan, Yuan Yuan, Hao He, Yonglong Tian, Dina Katabi arXiv_CV arXiv_CV Unsupervised Represenation_Learning Self-Supervised Contrastive_Learning PDF
2020-12-17 InSRL: A Multi-view Learning Framework Fusing Multiple Information Sources for Distantly-supervised Relation Extraction Zhendong Chu, Haiyun Jiang, Yanghua Xiao, Wei Wang arXiv_CL arXiv_CL Sparse Represenation_Learning Knowledge Review Pose Action Relation Relation_Extraction Attention PDF
2020-12-17 Unsupervised Learning of Local Discriminative Representation for Medical Images Huai Chen, Jieyu Li, Renzhen Wang, Yijie Huang, Fanrui Meng, Deyu Meng, Qing Peng, Lisheng Wang arXiv_CV arXiv_CV Embedding Unsupervised Represenation_Learning Pose Medical PDF
2020-12-17 Team Assignment for Heterogeneous Multi-Robot Sensor Coverage through Graph Representation Learning Brian Reily, Hao Zhang arXiv_RO arXiv_RO Optimization Represenation_Learning Pose Detection Relation PDF
2020-12-16 Learning to Recognize Patch-Wise Consistency for Deepfake Detection Tianchen Zhao, Xiang Xu, Mingze Xu, Hui Ding, Yuanjun Xiong, Wei Xia arXiv_CV arXiv_CV Represenation_Learning Pose Face Detection PDF
2020-12-16 Joint Generative and Contrastive Learning for Unsupervised Person Re-identification Hao Chen, Yaohui Wang, Benoit Lagadec, Antitza Dantcheva, Francois Bremond arXiv_CV arXiv_CV Person_Re-identification Unsupervised Represenation_Learning Adversarial Self-Supervised Pose Contrastive_Learning GAN Re-identification PDF
2020-12-16 Latent Space Conditioning on Generative Adversarial Networks Ricard Durall, Kalun Ho, Franz-Josef Pfreundt, Janis Keuper arXiv_CV arXiv_CV Unsupervised Represenation_Learning Adversarial GAN PDF
2020-12-16 Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification Kecheng Zheng, Cuiling Lan, Wenjun Zeng, Zhizheng Zhan, Zheng-Jun Zha arXiv_AI arXiv_AI Person_Re-identification Unsupervised Optimization Represenation_Learning Pose Classification Re-identification Prediction PDF
2020-12-15 Pre-Training Transformers as Energy-Based Cloze Models Kevin Clark, Minh-Thang Luong, Quoc V. Le, Christopher D. Manning arXiv_CL arXiv_CL Transformer Recognition Bert Represenation_Learning Speech Pose Speech_Recognition Language_Model PDF
2020-12-15 Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks Cunchao Zhu, Muhao Chen, Changjun Fan, Guangquan Cheng, Yan Zhan arXiv_AI arXiv_AI Represenation_Learning Knowledge Knowledge_Graph Pose Action Relation Prediction PDF
2020-12-15 Capsule Attention for Multimodal EEG and EOG Spatiotemporal Representation Learning with Application to Driver Vigilance Estimation Guangyi Zhang, Ali Etemad arXiv_CV arXiv_CV Represenation_Learning RNN Salient Pose Face Attention Activity PDF
2020-12-14 A Framework for Efficient Robotic Manipulation Albert Zhan, Philip Zhao, Lerrel Pinto, Pieter Abbeel, Michael Laskin arXiv_AI arXiv_AI Unsupervised Reinforcement_Learning Sparse Represenation_Learning PDF
2020-12-14 A comparison of self-supervised speech representations as input features for unsupervised acoustic word embeddings Lisa van Staden, Herman Kamper arXiv_CL arXiv_CL Embedding Unsupervised Represenation_Learning Speech Self-Supervised PDF
2020-12-14 Learning Hybrid Representations for Automatic 3D Vessel Centerline Extraction Jiafa He, Chengwei Pan, Can Yang, Ming Zhang, Yang Wang, Xiaowei Zhou, Yizhou Yu arXiv_CV arXiv_CV 3D Represenation_Learning Pose Action Medical CNN Inference PDF
2020-12-13 Syntactic representation learning for neural network based TTS with syntactic parse tree traversal Changhe Song, Jingbei Li, Yixuan Zhou, Zhiyong Wu, Helen Meng arXiv_CL arXiv_CL Embedding Represenation_Learning Knowledge Speech Pose PDF
2020-12-12 DEAAN: Disentangled Embedding and Adversarial Adaptation Network for Robust Speaker Representation Learning Mufan Sang, Wei Xia, John H.L. Hansen arXiv_SD arXiv_SD Embedding Represenation_Learning Adversarial Speech Pose PDF
2020-12-12 A Meta-Learning Approach for Graph Representation Learning in Multi-Task Settings Davide Buffelli, Fabio Vandin arXiv_AI arXiv_AI Embedding Gradient_Descent Represenation_Learning Pose PDF
2020-12-11 DeCoAR 2.0: Deep Contextualized Acoustic Representations with Vector Quantization Shaoshi Ling, Yuzong Liu arXiv_CL arXiv_CL Transformer Reconstruction Quantization Recognition Sparse Represenation_Learning RNN Speech Self-Supervised Pose Speech_Recognition PDF
2020-12-11 Unsupervised deep learning for individualized brain functional network identification Hongming Li, Yong Fan arXiv_CV arXiv_CV Unsupervised Represenation_Learning Regularization Pose Deep_Learning CNN Inference PDF
2020-12-11 Context Matters: Graph-based Self-supervised Representation Learning for Medical Images Li Sun, Ke Yu, Kayhan Batmanghelich arXiv_CV arXiv_CV Embedding Represenation_Learning Self-Supervised Relation Medical PDF
2020-12-11 RENATA: REpreseNtation And Training Alteration for Bias Mitigation William Paul, Armin Hadzic, Neil Joshi, Phil Burlina arXiv_CV arXiv_CV Represenation_Learning Adversarial Pose PDF
2020-12-11 Exploring wav2vec 2.0 on speaker verification and language identification Zhiyun Fan, Meng Li, Shiyu Zhou, Bo Xu arXiv_CL arXiv_CL Recognition Represenation_Learning Speech Self-Supervised Pose Speech_Recognition PDF
2020-12-10 CommPOOL: An Interpretable Graph Pooling Framework for Hierarchical Graph Representation Learning Haoteng Tang, Guixiang Ma, Lifang He, Heng Huang, Liang Zhan arXiv_AI arXiv_AI Unsupervised Represenation_Learning Pose Classification PDF
2020-12-10 GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification Daoming Zong, Shiliang Sun arXiv_AI arXiv_AI Text_Classification Represenation_Learning Pose Action Classification Relation Attention Prediction Recommendation PDF
2020-12-10 Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT Yulei Qin, Hao Zheng, Yun Gu, Xiaolin Huang, Jie Yang, Lihui Wang, Feng Yao, Yue-Min Zhu, Guang-Zhong Yang arXiv_CV arXiv_CV Segmentation Sparse Represenation_Learning Attention CNN PDF
2020-12-10 Concept Generalization in Visual Representation Learning Mert Bulent Sariyildiz, Yannis Kalantidis, Diane Larlus, Karteek Alahari arXiv_CV arXiv_CV Represenation_Learning Knowledge Self-Supervised Pose Relation PDF
2020-12-08 Graph-Based Generative Representation Learning of Semantically and Behaviorally Augmented Floorplans Vahid Azizi, Muhammad Usman, Honglu Zhou, Petros Faloutsos, Mubbasir Kapadia arXiv_AI arXiv_AI Embedding Optimization Represenation_Learning RNN Pose Quantitative PDF
2020-12-08 TAP: Text-Aware Pre-training for Text-VQA and Text-Caption Zhengyuan Yang, Yijuan Lu, Jianfeng Wang, Xi Yin, Dinei Florencio, Lijuan Wang, Cha Zhang, Lei Zhang, Jiebo Luo arXiv_CV arXiv_CV Image_Caption OCR Represenation_Learning Pose Scene_Text Relation VQA Caption Language_Model Prediction QA Matching PDF
2020-12-08 Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting Lingbo Liu, Jiaqi Chen, Hefeng Wu, Guanbin Li, Chenglong Li, Liang Lin arXiv_AI arXiv_AI Represenation_Learning Pose PDF
2020-12-08 Parameter Efficient Multimodal Transformers for Video Representation Learning Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas Breuel, Jan Kautz, Yale Song arXiv_CV arXiv_CV Transformer Embedding Represenation_Learning Pose Classification Language_Model PDF
2020-12-07 PPKE: Knowledge Representation Learning by Path-based Pre-training Bin He, Di Zhou, Jing Xie, Jinghui Xiao, Xin Jiang, Qun Liu arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Action Relation Prediction PDF
2020-12-06 Proactive Pseudo-Intervention: Causally Informed Contrastive Learning For Interpretable Vision Models Dong Wang, Yuewei Yang, Chenyang Tao, Fanjie Kong, Ricardo Henao, Lawrence Carin arXiv_AI arXiv_AI Represenation_Learning Salient Pose Contrastive_Learning Deep_Learning Relation Medical Prediction PDF
2020-12-06 Source Separation and Depthwise Separable Convolutions for Computer Audition Gabriel Mersy, Jin Hong Kuan arXiv_SD arXiv_SD Represenation_Learning Pose Classification CNN PDF
2020-12-05 Graph Mixture Density Networks Federico Errica, Davide Bacciu, Alessio Micheli arXiv_AI arXiv_AI Reconstruction Represenation_Learning PDF
2020-12-05 Self-Supervised Visual Representation Learning from Hierarchical Grouping Xiao Zhang, Michael Maire arXiv_CV arXiv_CV Embedding Tracking Represenation_Learning Self-Supervised Detection Contour Object_Detection Prediction PDF
2020-12-05 Cross-Domain Sentiment Classification with In-Domain Contrastive Learning Tian Li, Xiang Chen, Shanghang Zhang, Zhen Dong, Kurt Keutzer arXiv_CL arXiv_CL Sentiment_Classification Represenation_Learning Pose Contrastive_Learning Classification Sentiment Matching PDF
2020-12-04 Hierarchical Semantic Aggregation for Contrastive Representation Learning Haohang Xu, Xiaopeng Zhang, Hao Li, Lingxi Xie, Hongkai Xiong, Qi Tian arXiv_CV arXiv_CV Embedding Unsupervised Optimization Represenation_Learning Self-Supervised Pose Contrastive_Learning PDF
2020-12-04 Unsupervised Adversarially-Robust Representation Learning on Graphs Jiarong Xu, Junru Chen, Yang Yang, Yizhou Sun, Chunping Wang, Jiangang Lu arXiv_AI arXiv_AI Unsupervised Optimization Represenation_Learning Adversarial Pose Deep_Learning PDF
2020-12-03 Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Embeddings and the Implications to Representation Learning Wei Zhang, Murray Campbell, Yang Yu, Sadhana Kumaravel arXiv_AI arXiv_AI Embedding Bert Text_Classification Represenation_Learning Classification Language_Model PDF
2020-12-02 Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization Long Zhao, Yuxiao Wang, Jiaping Zhao, Liangzhe Yuan, Jennifer J. Sun, Florian Schroff, Hartwig Adam, Xi Peng, Dimitris Metaxas, Ting Liu arXiv_CV arXiv_CV Recognition Represenation_Learning Regularization Pose Contrastive_Learning Action_Recognition Action PDF
2020-12-02 About contrastive unsupervised representation learning for classification and its convergence Ibrahim Merad, Yiyang Yu, Emmanuel Bacry, Stéphane Gaïffas arXiv_AI arXiv_AI Unsupervised Gradient_Descent Represenation_Learning Self-Supervised Contrastive_Learning Classification PDF
2020-12-01 Towards Good Practices in Self-supervised Representation Learning Srikar Appalaraju, Yi Zhu, Yusheng Xie, István Fehérvári arXiv_AI arXiv_AI Represenation_Learning Self-Supervised PDF
2020-12-01 Consistent Representation Learning for High Dimensional Data Analysis Stan Z. Li, Lirong Wu, Zelin Zang arXiv_AI arXiv_AI 3D Represenation_Learning Pose PDF
2020-12-01 MTM Dataset for Joint Representation Learning among Sheet Music, Lyrics, and Musical Audio? Donghuo Zeng, Yi Yu, Keizo Oyama arXiv_SD arXiv_SD Represenation_Learning PDF
2020-11-30 Robust Ultra-wideband Range Error Mitigation with Deep Learning at the Edge Simone Angarano, Vittorio Mazzia, Francesco Salvetti, Giovanni Fantin, Marcello Chiaberge arXiv_AI arXiv_AI Optimization Represenation_Learning Pose Action Deep_Learning PDF
2020-11-28 Time-series Change Point Detection with Self-Supervised Contrastive Predictive Coding Shohreh Deldari, Daniel V. Smith, Hao Xue, Flora D. Salim arXiv_AI arXiv_AI Unsupervised Represenation_Learning Knowledge Self-Supervised Pose Contrastive_Learning Deep_Learning Detection CNN Prediction PDF
2020-11-28 A Data-Driven Study of Commonsense Knowledge using the ConceptNet Knowledge Base Ke Shen, Mayank Kejriwal arXiv_AI arXiv_AI Embedding Unsupervised Represenation_Learning Knowledge Pose Relation PDF
2020-11-27 Self-EMD: Self-Supervised Object Detection without ImageNet Songtao Liu, Zeming Li, Jian Sun arXiv_CV arXiv_CV Embedding Represenation_Learning Self-Supervised Pose Detection Object_Detection CNN PDF
2020-11-27 Chinese Medical Question Answer Matching Based on Interactive Sentence Representation Learning Xiongtao Cui, Jungang Han arXiv_CL arXiv_CL Bert Represenation_Learning Pose Deep_Learning Medical QA Matching PDF
2020-11-26 Automatic coding of students' writing via Contrastive Representation Learning in the Wasserstein space Ruijie Jiang, Julia Gouvea, David Hammer, Shuchin Aeron arXiv_CL arXiv_CL Embedding Represenation_Learning RNN Contrastive_Learning Quantitative Language_Model Prediction PDF
2020-11-26 How Well Do Self-Supervised Models Transfer? Linus Ericsson, Henry Gouk, Timothy M. Hospedales arXiv_CV arXiv_CV Recognition Represenation_Learning Self-Supervised Classification Detection Few-Shot Object_Detection Prediction PDF
2020-11-26 Beyond Single Instance Multi-view Unsupervised Representation Learning Xiangxiang Chu, Xiaohang Zhan, Xiaolin Wei arXiv_CV arXiv_CV Unsupervised Represenation_Learning Pose Classification Detection Object_Detection PDF
2020-11-26 Molecular representation learning with language models and domain-relevant auxiliary tasks Benedek Fabian, Thomas Edlich, Héléna Gaspar, Marwin Segler, Joshua Meyers, Marco Fiscato, Mohamed Ahmed arXiv_AI arXiv_AI Transformer Bert Represenation_Learning Self-Supervised Language_Model PDF
2020-11-25 Effective Sample Pair Generation for Ultrasound Video Contrastive Representation Learning Yixiong Chen, Chunhui Zhang, Li Liu, Cheng Feng, Changfeng Dong, Yongfang Luo, Xiang Wan arXiv_AI arXiv_AI Represenation_Learning Regularization Pose Contrastive_Learning Medical PDF
2020-11-25 Can Temporal Information Help with Contrastive Self-Supervised Learning? Yutong Bai, Haoqi Fan, Ishan Misra, Ganesh Venkatesh, Yongyi Lu, Yuyin Zhou, Qihang Yu, Vikas Chandra, Alan Yuille arXiv_CV arXiv_CV Unsupervised Video_Caption Represenation_Learning Knowledge Self-Supervised Classification PDF
2020-11-25 Unsupervised Object Keypoint Learning using Local Spatial Predictability Anand Gopalakrishnan, Sjoerd van Steenkiste, Jürgen Schmidhuber arXiv_AI arXiv_AI Unsupervised Represenation_Learning Salient Pose PDF
2020-11-25 Contrastive Representation Learning for Whole Brain Cytoarchitectonic Mapping in Histological Human Brain Sections Christian Schiffer, Katrin Amunts, Stefan Harmeling, Timo Dickscheid arXiv_CV arXiv_CV Segmentation Represenation_Learning Pose Contrastive_Learning Classification GAN CNN Image_Classification PDF
2020-11-25 Sensorimotor representation learning for an 'active self' in robots: A model survey Phuong D.H. Nguyen, Yasmin Kim Georgie, Ezgi Kayhan, Manfred Eppe, Verena Vanessa Hafner, Stefan Wermter arXiv_AI arXiv_AI Represenation_Learning Review Pose Survey Action PDF
2020-11-25 CircleGAN: Generative Adversarial Learning across Spherical Circles Woohyeon Shim, Minsu Cho arXiv_CV arXiv_CV Embedding Represenation_Learning Adversarial Pose GAN PDF
2020-11-25 CellSegmenter: unsupervised representation learning and instance segmentation of modular images Luca D'Alessio, Mehrtash Babadi arXiv_CV arXiv_CV Reconstruction Segmentation Unsupervised Represenation_Learning Regularization Pose CNN Inference PDF
2020-11-24 SEA: Sentence Encoder Assembly for Video Retrieval by Textual Queries Xirong Li, Fangming Zhou, Chaoxi Xu, Jiaqi Ji, Gang Yang arXiv_AI arXiv_AI Represenation_Learning Pose Video_Retrieval Matching PDF
2020-11-24 Persistent Mixture Model Networks for Few-Shot Image Classification Arman Afrasiyabi, Jean-François Lalonde, Christian Gagné arXiv_CV arXiv_CV Represenation_Learning Classification Few-Shot GAN Image_Classification PDF
2020-11-24 Dissecting Image Crops Basile Van Hoorick, Carl Vondrick arXiv_CV arXiv_CV Represenation_Learning PDF
2020-11-23 Boosting Contrastive Self-Supervised Learning with False Negative Cancellation Tri Huynh, Simon Kornblith, Matthew R. Walter, Michael Maire, Maryam Khademi arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Pose Contrastive_Learning PDF
2020-11-23 Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging Abel Díaz Berenguer, Hichem Sahli, Boris Joukovsky, Maryna Kvasnytsia, Ine Dirks, Mitchel Alioscha-Perez, Nikolaos Deligiannis, Panagiotis Gonidakis, Sebastián Amador Sánchez, Redona Brahimetaj, Evgenia Papavasileiou, Jonathan Cheung-Wai Chana, Fei Li, Shangzhen Song, Yixin Yang, Sofie Tilborghs, Siri Willems, Tom Eelbode, Jeroen Bertels, Dirk Vandermeulen, Frederik Maes, Paul Suetens, Lucas Fidon, Tom Vercauteren, David Robben, Arne Brys, Dirk Smeets, Bart Ilsen, Nico Buls, Nina Watté, Johan de Mey, Annemiek Snoeckx, Paul M. Parizel, Julien Guiot, Louis Deprez, Paul Meunier, Stefaan Gryspeerdt, Kristof De Smet, Bart Jansen, Jef Vandemeulebroucke arXiv_CV arXiv_CV Embedding Represenation_Learning Pose Quantitative Classification Deep_Learning Attention CNN PDF
2020-11-23 The Zero Resource Speech Benchmark 2021: Metrics and baselines for unsupervised spoken language modeling Tu Anh Nguyen, Maureen de Seyssel, Patricia Rozé, Morgane Rivière, Evgeny Kharitonov, Alexei Baevski, Ewan Dunbar, Emmanuel Dupoux arXiv_CL arXiv_CL Unsupervised Bert Zero-Shot Represenation_Learning RNN Speech Self-Supervised Language_Model PDF
2020-11-23 STEPs-RL: Speech-Text Entanglement for Phonetically Sound Representation Learning Prakamya Mishra arXiv_CL arXiv_CL Represenation_Learning Knowledge Speech Pose Language_Model PDF
2020-11-23 Hierarchically Decoupled Spatial-Temporal Contrast for Self-supervised Video Representation Learning Zehua Zhang, David Crandall arXiv_AI arXiv_AI Unsupervised Recognition Represenation_Learning Regularization Self-Supervised Pose Contrastive_Learning Action_Recognition Action PDF
2020-11-23 CoMatch: Semi-supervised Learning with Contrastive Graph Regularization Junnan Li, Caiming Xiong, Steven Hoi arXiv_CV arXiv_CV Embedding Represenation_Learning Regularization Self-Supervised Pose Contrastive_Learning PDF
2020-11-22 Multiresolution Knowledge Distillation for Anomaly Detection Mohammadreza Salehi, Niousha Sadjadi, Soroosh Baselizadeh, Mohammad Hossein Rohban, Hamid R. Rabiee arXiv_CV arXiv_CV Unsupervised Represenation_Learning Knowledge Pose Detection Medical PDF
2020-11-20 Exploring Simple Siamese Representation Learning Xinlei Chen, Kaiming He arXiv_CV arXiv_CV Unsupervised Represenation_Learning PDF
2020-11-20 A Genetic Algorithm Approach for ImageRepresentation Learning through Color Quantization Érico M. Pereira, Ricardo da S. Torres, Jefersson A. dos Santos arXiv_CV arXiv_CV Image_Caption Quantization Optimization Represenation_Learning Image_Retrieval Pose Action PDF
2020-11-20 SLADE: A Self-Training Framework For Distance Metric Learning Jiali Duan, Yen-Liang Lin, Son Tran, Larry Davis, C.-C. Jay Kuo arXiv_CV arXiv_CV Embedding Represenation_Learning Self-Supervised PDF
2020-11-19 Hybrid Consistency Training with Prototype Adaptation for Few-Shot Learning Meng Ye, Xiao Lin, Giedrius Burachas, Ajay Divakaran, Yi Yao arXiv_CV arXiv_CV Embedding Sparse Represenation_Learning Pose Few-Shot Inference PDF
2020-11-19 Dual Contradistinctive Generative Autoencoder Gaurav Parmar, Dacheng Li, Kwonjoon Lee, Zhuowen Tu arXiv_CV arXiv_CV Reconstruction Enhancement Represenation_Learning Adversarial Pose Quantitative Inference PDF
2020-11-19 Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning Zhenda Xie, Yutong Lin, Zheng Zhang, Yue Cao, Stephen Lin, Han Hu arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Represenation_Learning Pose Contrastive_Learning Detection Object_Detection Prediction PDF
2020-11-19 GL-Coarsener: A Graph representation learning framework to construct coarse grid hierarchy for AMG solvers Reza Namazi, Arsham Zolanvari, Mahdi Sani, Seyed Amir Ali Ghafourian Ghahramani arXiv_AI arXiv_AI Represenation_Learning Pose PDF
2020-11-19 Heterogeneous Contrastive Learning: Encoding Spatial Information for Compact Visual Representations Xinyue Huo, Lingxi Xie, Longhui Wei, Xiaopeng Zhang, Hao Li, Zijie Yang, Wengang Zhou, Houqiang Li, Qi Tian arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Contrastive_Learning PDF
2020-11-19 Node Similarity Preserving Graph Convolutional Networks Wei Jin, Tyler Derr, Yiqi Wang, Yao Ma, Zitao Liu, Jiliang Tang arXiv_AI arXiv_AI Represenation_Learning Self-Supervised Pose Relation CNN PDF
2020-11-17 Can Semantic Labels Assist Self-Supervised Visual Representation Learning? Longhui Wei, Lingxi Xie, Jianzhong He, Jianlong Chang, Xiaopeng Zhang, Wengang Zhou, Houqiang Li, Qi Tian arXiv_CV arXiv_CV Embedding Unsupervised Transfer_Learning Represenation_Learning Self-Supervised Contrastive_Learning PDF
2020-11-17 Exploring Intermediate Representation for Monocular Vehicle Pose Estimation Shichao Li, Zengqiang Yan, Hongyang Li, Kwang-Ting Cheng arXiv_CV arXiv_CV 3D Represenation_Learning Pose_Estimation Knowledge Pose Detection PDF
2020-11-16 Privacy-preserving Data Analysis through Representation Learning and Transformation Omid Hajihassani, Omid Ardakanian, Hamzeh Khazaei arXiv_AI arXiv_AI Represenation_Learning Pose Inference PDF
2020-11-16 A Large-Scale Database for Graph Representation Learning Scott Freitas, Yuxiao Dong, Joshua Neil, Duen Horng Chau arXiv_AI arXiv_AI Represenation_Learning Ontology Classification PDF
2020-11-15 Unsupervised Contrastive Learning of Sound Event Representations Eduardo Fonseca, Diego Ortego, Kevin McGuinness, Noel E. O'Connor, Xavier Serra arXiv_SD arXiv_SD Unsupervised Recognition Represenation_Learning Self-Supervised Pose Contrastive_Learning Classification PDF
2020-11-15 Domain-Invariant Representation Learning for Sim-to-Real Transfer Ajay Kumar Tanwani arXiv_CV arXiv_CV Recognition Represenation_Learning Adversarial Pose Deep_Learning PDF
2020-11-14 Prototypical Contrast and Reverse Prediction: Unsupervised Skeleton Based Action Recognition Shihao Xu, Haocong Rao, Xiping Hu, Bin Hu arXiv_CV arXiv_CV Unsupervised Recognition Represenation_Learning Pose Action_Recognition Action Prediction PDF
2020-11-14 ActBERT: Learning Global-Local Video-Text Representations Linchao Zhu, Yi Yang arXiv_CV arXiv_CV Transformer Segmentation Video_Caption Bert Represenation_Learning Self-Supervised Action Relation Caption PDF
2020-11-14 On the Benefits of Early Fusion in Multimodal Representation Learning George Barnum, Sabera Talukder, Yisong Yue arXiv_AI arXiv_AI Represenation_Learning RNN CNN PDF
2020-11-14 RGBT Tracking via Multi-Adapter Network with Hierarchical Divergence Loss Andong Lu, Chenglong Li, Yuqing Yan, Jin Tang, Bin Luo arXiv_CV arXiv_CV Tracking Represenation_Learning Pose Deep_Learning Attention PDF
2020-11-11 Unsupervised Video Representation Learning by Bidirectional Feature Prediction Nadine Behrmann, Juergen Gall, Mehdi Noroozi arXiv_CV arXiv_CV Unsupervised Recognition Represenation_Learning Self-Supervised Contrastive_Learning Action_Recognition Action Prediction PDF
2020-11-11 EGAD: Evolving Graph Representation Learning with Self-Attention and Knowledge Distillation for Live Video Streaming Events Stefanos Antaris, Dimitrios Rafailidis, Sarunas Girdzijauskas arXiv_AI arXiv_AI Represenation_Learning Knowledge Pose Attention CNN Inference Prediction PDF
2020-11-11 VStreamDRLS: Dynamic Graph Representation Learning with Self-Attention for Enterprise Distributed Video Streaming Solutions Stefanos Antaris, Dimitrios Rafailidis arXiv_AI arXiv_AI Represenation_Learning Knowledge Pose Attention CNN Prediction PDF
2020-11-11 Distill2Vec: Dynamic Graph Representation Learning with Knowledge Distillation Stefanos Antaris, Dimitrios Rafailidis arXiv_AI arXiv_AI Represenation_Learning Knowledge Pose Inference Prediction PDF
2020-11-11 Unsupervised Learning of Dense Visual Representations Pedro O. Pinheiro, Amjad Almahairi, Ryan Y. Benmaleck, Florian Golemo, Aaron Courville arXiv_CV arXiv_CV Embedding Unsupervised Represenation_Learning Self-Supervised Pose Contrastive_Learning Prediction Matching PDF
2020-11-10 Relation-weighted link prediction for disease gene identification Srivamshi Pittala, William Koehler, Jonathan Deans, Daniel Salinas, Martin Bringmann, Katharina Sophia Volz, Berk Kapicioglu arXiv_AI arXiv_AI Represenation_Learning Knowledge Knowledge_Graph Pose Relation Medical Prediction PDF
2020-11-10 Self-supervised Graph Representation Learning via Bootstrapping Feihu Che, Guohua Yang, Dawei Zhang, Jianhua Tao, Pengpeng Shao, Tong Liu arXiv_AI arXiv_AI Unsupervised Represenation_Learning Self-Supervised Pose Deep_Learning PDF
2020-11-09 Learning Generalizable Physiological Representations from Large-scale Wearable Data Dimitris Spathis, Ignacio Perez-Pozuelo, Soren Brage, Nicholas J. Wareham, Cecilia Mascolo arXiv_AI arXiv_AI Embedding Unsupervised Transfer_Learning Recognition Represenation_Learning Self-Supervised Pose Relation Activity PDF
2020-11-09 Prediction problems inspired by animal learning Banafsheh Rafiee, Sina Ghiassian, Raksha Kumaraswamy, Richard Sutton, Elliot Ludvig, Adam White arXiv_AI arXiv_AI Reinforcement_Learning 3D Represenation_Learning Action Prediction PDF
2020-11-09 Towards Domain-Agnostic Contrastive Learning Vikas Verma, Minh-Thang Luong, Kenji Kawaguchi, Hieu Pham, Quoc V. Le arXiv_AI arXiv_AI Represenation_Learning Knowledge Self-Supervised Pose Contrastive_Learning PDF
2020-11-09 Graph Neural Network with Automorphic Equivalence Filters Fengli Xu, Quanming Yao, Pan Hui, Yong Li arXiv_AI arXiv_AI Represenation_Learning Pose PDF
2020-11-08 DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion Zhen Han, Peng Chen, Yunpu Ma, Volker Tresp arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Relation PDF
2020-11-06 Task-relevant Representation Learning for Networked Robotic Perception Manabu Nakanoya, Sandeep Chinchali, Alexandros Anemogiannis, Akul Datta, Sachin Katti, Marco Pavone arXiv_CV arXiv_CV Represenation_Learning Classification Deep_Learning Drone PDF
2020-11-06 Learning Online Data Association Yilun Du, Joshua Tenenbaum, Tomas Lozano-Perez, Leslie Kaelbling arXiv_AI arXiv_AI Sparse Represenation_Learning Detection Attention PDF
2020-11-05 Center-wise Local Image Mixture For Contrastive Representation Learning Hao Li, Xiaopeng Zhang, Ruoyu Sun, Hongkai Xiong, Qi Tian arXiv_CV arXiv_CV Unsupervised Represenation_Learning Regularization Pose Contrastive_Learning PDF
2020-11-05 Adversarial Context Aware Network Embeddings for Textual Networks Tony Gracious, Ambedkar Dukkipati arXiv_CL arXiv_CL Embedding Represenation_Learning Adversarial Pose Classification Attention PDF
2020-11-04 Paralinguistic Privacy Protection at the Edge Ranya Aloufi, Hamed Haddadi, David Boyle arXiv_CL arXiv_CL Quantization Recognition Optimization Represenation_Learning Speech Emotion Face Action Speech_Recognition PDF
2020-11-04 Prosodic Representation Learning and Contextual Sampling for Neural Text-to-Speech Sri Karlapati, Ammar Abbas, Zack Hodari, Alexis Moinet, Arnaud Joly, Penny Karanasou, Thomas Drugman arXiv_CL arXiv_CL Bert Represenation_Learning Speech Pose Attention PDF
2020-11-04 Correlation based Multi-phasal models for improved imagined speech EEG recognition Rini A Sharon, Hema A Murthy arXiv_SD arXiv_SD Recognition Represenation_Learning Speech Pose Face Classification Relation Inference PDF
2020-11-03 Learning Representations from Audio-Visual Spatial Alignment Pedro Morgado, Yi Li, Nuno Vasconcelos arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Recognition Represenation_Learning Self-Supervised Pose Action_Recognition Action PDF
2020-11-03 CharBERT: Character-aware Pre-trained Language Model Wentao Ma, Yiming Cui, Chenglei Si, Ting Liu, Shijin Wang, Guoping Hu arXiv_CL arXiv_CL Embedding Unsupervised Bert Text_Classification Represenation_Learning Adversarial Pose Action Classification Language_Model PDF
2020-11-02 MARNet: Multi-Abstraction Refinement Network for 3D Point Cloud Analysis Rahul Chakwate, Arulkumar Subramaniam, Anurag Mittal arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Point_Cloud 3D Represenation_Learning Pose Action Classification Deep_Learning PDF
2020-11-01 COOT: Cooperative Hierarchical Transformer for Video-Text Representation Learning Simon Ging (1), Mohammadreza Zolfaghari (1), Hamed Pirsiavash (2), Thomas Brox (1) ((1) University of Freiburg, (2) University of Maryland Baltimore County) arXiv_AI arXiv_AI Transformer Represenation_Learning Pose Action Attention PDF
2020-11-01 Non-Autoregressive Predictive Coding for Learning Speech Representations from Local Dependencies Alexander H. Liu, Yu-An Chung, James Glass arXiv_CL arXiv_CL Represenation_Learning Speech Self-Supervised Pose Classification Inference PDF
2020-11-01 Be More with Less: Hypergraph Attention Networks for Inductive Text Classification Kaize Ding, Jianling Wang, Jundong Li, Dingcheng Li, Huan Liu arXiv_CL arXiv_CL Text_Classification Represenation_Learning Pose Action Classification Attention PDF
2020-10-31 ControlVAE: Tuning, Analytical Properties, and Performance Analysis Huajie Shao, Zhisheng Xiao, Shuochao Yao, Aston Zhang, Shengzhong Liu, Tarek Abdelzaher arXiv_AI arXiv_AI Reconstruction Optimization Represenation_Learning Review Pose Language_Model PDF
2020-10-31 Self-supervised Representation Learning for Evolutionary Neural Architecture Search Chen Wei, Yiping Tang, Chuang Niu, Haihong Hu, Yue Wang, Jimin Liang arXiv_CV arXiv_CV NAS Embedding Represenation_Learning Self-Supervised Pose Contrastive_Learning Prediction PDF
2020-10-31 Multimodal and self-supervised representation learning for automatic gesture recognition in surgical robotics Aniruddha Tamhane, Jie Ying Wu, Mathias Unberath arXiv_CV arXiv_CV Transfer_Learning Recognition Gesture Represenation_Learning Self-Supervised Quantitative Classification PDF
2020-10-31 Automatic Chronic Degenerative Diseases Identification Using Enteric Nervous System Images Gustavo Z. Felipe, Jacqueline N. Zanoni, Camila C. Sehaber-Sierakowski, Gleison D. P. Bossolani, Sara R. G. Souza, Franklin C. Flores, Luiz E. S. Oliveira, Rodolfo M. Pereira, Yandre M. G. Costa arXiv_AI arXiv_AI Transfer_Learning Recognition Represenation_Learning Pose Classification Deep_Learning CNN PDF
2020-10-30 Cross-Domain Sentiment Classification With Contrastive Learning and Mutual Information Maximization Tian Li, Xiang Chen, Shanghang Zhang, Zhen Dong, Kurt Keutzer arXiv_CL arXiv_CL Sentiment_Classification Represenation_Learning Knowledge Review Pose Contrastive_Learning Classification Sentiment Prediction PDF
2020-10-30 Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification Juan Li, Ruoxu Wang, Ningyu Zhang, Wen Zhang, Fan Yang, Huajun Chen arXiv_CL arXiv_CL Embedding Zero-Shot Represenation_Learning Knowledge Knowledge_Graph Pose Classification Relation PDF
2020-10-29 AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning K. Aditya Mohan, Alan D. Kaplan arXiv_CV arXiv_CV Reconstruction Unsupervised 3D Represenation_Learning Prediction PDF
2020-10-29 Interpretable Representation Learning for Speech and Audio Signals Based on Relevance Weighting Purvi Agrawal, Sriram Ganapathy arXiv_SD arXiv_SD Recognition Represenation_Learning Speech Pose Classification Speech_Recognition CNN PDF
2020-10-29 WaveTransform: Crafting Adversarial Examples via Input Decomposition Divyam Anshumaan, Akshay Agarwal, Mayank Vatsa, Richa Singh arXiv_AI arXiv_AI Recognition Represenation_Learning Adversarial Pose Deep_Learning PDF
2020-10-28 Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in First-person Simulated 3D Environments Wilka Carvalho, Anthony Liang, Kimin Lee, Sungryull Sohn, Honglak Lee, Richard L. Lewis, Satinder Singh arXiv_AI arXiv_AI Unsupervised Reinforcement_Learning 3D Sparse Represenation_Learning Pose Action Relation Attention Prediction PDF
2020-10-28 Predicting intubation support requirement of patients using Chest X-ray with Deep Representation Learning Aniket Maurya arXiv_CV arXiv_CV Represenation_Learning Deep_Learning Medical Prediction PDF
2020-10-28 Cycle-Contrast for Self-Supervised Video Representation Learning Quan Kong, Wenpeng Wei, Ziwei Deng, Tomoaki Yoshinaga, Tomokazu Murakami arXiv_CV arXiv_CV Embedding Recognition Video_Caption 3D Represenation_Learning Self-Supervised Contrastive_Learning Action_Recognition Action Relation PDF
2020-10-28 PPG-based singing voice conversion with adversarial representation learning Zhonghao Li, Benlai Tang, Xiang Yin, Yuan Wan, Ling Xu, Chen Shen, Zejun Ma arXiv_CL arXiv_CL Represenation_Learning Adversarial Pose PDF
2020-10-27 Quantifying Learnability and Describability of Visual Concepts Emerging in Representation Learning Iro Laina, Ruth C. Fong, Andrea Vedaldi arXiv_CV arXiv_CV Unsupervised Represenation_Learning Pose Caption PDF
2020-10-27 RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning Peihao Chen, Deng Huang, Dongliang He, Xiang Long, Runhao Zeng, Shilei Wen, Mingkui Tan, Chuang Gan arXiv_CV arXiv_CV Unsupervised Recognition Represenation_Learning Self-Supervised Pose Action_Recognition Action Prediction Video_Retrieval PDF
2020-10-27 On the Transfer of Disentangled Representations in Realistic Settings Andrea Dittadi, Frederik Träuble, Francesco Locatello, Manuel Wüthrich, Vaibhav Agrawal, Ole Winther, Stefan Bauer, Bernhard Schölkopf arXiv_AI arXiv_AI Represenation_Learning Pose Classification Relation PDF
2020-10-27 Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags Xavier Favory, Konstantinos Drossos, Tuomas Virtanen, Xavier Serra arXiv_SD arXiv_SD Embedding Represenation_Learning