Represenation

Represenation

• 2022-01-21 Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation    Qianben Chen, Richong Zhang, Yaowei Zheng, Yongyi Mao arXiv_AI arXiv_AI  Unsupervised  Text_Classification  Represenation_Learning  Contrastive_Learning  Classification  PDF
• 2022-01-21 Fair Node Representation Learning via Adaptive Data Augmentation    O. Deniz Kose, Yanning Shen arXiv_AI arXiv_AI  Represenation_Learning  Pose  Contrastive_Learning  Classification  Attention  Prediction  PDF
• 2022-01-20 Classic Graph Structural Features Outperform Factorization-Based Graph Embedding Methods on Community Labeling    Andrew Stolman, Caleb Levy, C. Seshadhri, Aneesh Sharma arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Detection  PDF
• 2022-01-20 Self-supervised Video Representation Learning with Cascade Positive Retrieval    Cheng-En Wu, Farley Lai, Yu Hen Hu, Asim Kadav arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Contrastive_Learning  Action_Recognition  Action  Video_Retrieval  PDF
• 2022-01-19 TriCoLo: Trimodal Contrastive Loss for Fine-grained Text to Shape Retrieval    Yue Ruan, Han-Hung Lee, Ke Zhang, Angel X. Chang arXiv_CV arXiv_CV  Embedding  3D  Represenation_Learning  Pose  Contrastive_Learning  Classification  Attention  PDF
• 2022-01-18 Accelerating Representation Learning with View-Consistent Dynamics in Data-Efficient Reinforcement Learning    Tao Huang, Jiachen Wang, Xiao Chen arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Pose  PDF
• 2022-01-18 Representation Learning on Heterostructures via Heterogeneous Anonymous Walks    Xuan Guo, Pengfei Jiao, Ting Pan, Wang Zhang, Mengyu Jia, Danyang Shi, Wenjun Wang arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Attention  PDF
• 2022-01-18 RePre: Improving Self-Supervised Vision Transformer with Reconstructive Pre-training    Luya Wang, Feng Liang, Yangguang Li, Wanli Ouyang, Honggang Zhang, Jing Shao arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Self-Supervised  Contrastive_Learning  Attention  PDF
• 2022-01-18 STURE: Spatial-Temporal Mutual Representation Learning for Robust Data Association in Online Multi-Object Tracking    HaidongWang, Zhiyong Li, Yaping Li, Ke Nai, Ming Wen arXiv_CV arXiv_CV  Tracking  Object_Tracking  Represenation_Learning  Pose  Detection  PDF
• 2022-01-17 On Training Targets and Activation Functions for Deep Representation Learning in Text-Dependent Speaker Verification    Achintya kr. Sarkar, Zheng-Hua Tan arXiv_SD arXiv_SD  Represenation_Learning  Self-Supervised  Contrastive_Learning  Classification  Prediction  PDF
• 2022-01-17 Fair Group-Shared Representations with Normalizing Flows    Mattia Cerrato, Marius Köppel, Alexander Segner, Stefan Kramer arXiv_AI arXiv_AI  Represenation_Learning  Classification  PDF
• 2022-01-15 Multi-View representation learning in Multi-Task Scene    Run-kun Lu, Jian-wei Liu, Si-ming Lian, Xin Zuo arXiv_CV arXiv_CV  Represenation_Learning  Pose  Classification  Relation  Attention  PDF
• 2022-01-15 Semantic decoupled representation learning for remote sensing image change detection    Hao Chen, Yifan Zao, Liqin Liu, Song Chen, Zhenwei Shi arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Represenation_Learning  Self-Supervised  Pose  Detection  PDF
• 2022-01-15 Uncertainty-Aware Multi-View Representation Learning    Yu Geng, Zongbo Han, Changqing Zhang, Qinghua Hu arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  PDF
• 2022-01-15 Learning Hierarchical Graph Representation for Image Manipulation Detection    Wenyan Pan, Zhili Zhou, Miaogen Ling, Xin Geng, Q. M. Jonathan Wu arXiv_CV arXiv_CV  Represenation_Learning  Pose  Detection  Relation  CNN  PDF
• 2022-01-13 Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet?    Nenad Tomasev, Ioana Bica, Brian McWilliams, Lars Buesing, Razvan Pascanu, Charles Blundell, Jovana Mitrovic arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Self-Supervised  Pose  Classification  PDF
• 2022-01-13 Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-based Sentiment Analysis    Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Hua Jin, Dacheng Tao arXiv_AI arXiv_AI  Embedding  Bert  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Sentiment  Attention  GAN  PDF
• 2022-01-12 Uniformer: Unified Transformer for Efficient Spatiotemporal Representation Learning    Kunchang Li, Yali Wang, Peng Gao, Guanglu Song, Yu Liu, Hongsheng Li, Yu Qiao arXiv_CV arXiv_CV  Transformer  3D  Represenation_Learning  Pose  Relation  Attention  CNN  PDF
• 2022-01-12 How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map Generation    Hejie Cui, Jiaying Lu, Yao Ge, Carl Yang arXiv_CL arXiv_CL  Represenation_Learning  Pose  Classification  PDF
• 2022-01-12 Multi-task Joint Strategies of Self-supervised Representation Learning on Biomedical Networks for Drug Discovery    Xiaoqi Wang, Yingjie Cheng, Yaning Yang, Fei Li, Shaoliang Peng arXiv_AI arXiv_AI  Represenation_Learning  Adversarial  Self-Supervised  Pose  Attention  Medical  PDF
• 2022-01-11 Motion-Focused Contrastive Learning of Video Representations    Rui Li, Yiheng Zhang, Zhaofan Qiu, Ting Yao, Dong Liu, Tao Mei arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  CNN  Optical_Flow  PDF
• 2022-01-11 Boosting Video Representation Learning with Multi-Faceted Integration    Zhaofan Qiu, Ting Yao, Chong-Wah Ngo, Xiao-Ping Zhang, Dong Wu, Tao Mei arXiv_CV arXiv_CV  Embedding  Recognition  Video_Caption  3D  Represenation_Learning  Pose  Face  Action_Recognition  Action  Caption  PDF
• 2022-01-10 Comparison of Representation Learning Techniques for Tracking in time resolved 3D Ultrasound    Daniel Wulff, Jannis Hagenah, Floris Ernst arXiv_CV arXiv_CV  Tracking  3D  Represenation_Learning  Pose  PDF
• 2022-01-09 Self-Supervised Feature Learning from Partial Point Clouds via Pose Disentanglement    Meng-Shiun Tsai, Pei-Ze Chiang, Yi-Hsuan Tsai, Wei-Chen Chiu arXiv_CV arXiv_CV  Reconstruction  Segmentation  Point_Cloud  Represenation_Learning  Self-Supervised  Pose  Classification  Attention  PDF
• 2022-01-08 Coherence-Based Distributed Document Representation Learning for Scientific Documents    Shicheng Tan, Shu Zhao, Yanping Zhang arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Pose  Relation  Recommendation  PDF
• 2022-01-08 Expert Knowledge-guided Geometric Representation Learning for Magnetic Resonance Imaging-based Glioma Grading    Yeqi Wang, Longfei Li, Cheng Li, Yan Xi, Hairong Zheng, Yusong Lin, Shanshan Wang arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Knowledge  Pose  Quantitative  Classification  Deep_Learning  Relation  Prediction  PDF
• 2022-01-07 Generalized Category Discovery    Sagar Vaze, Kai Han, Andrea Vedaldi, Andrew Zisserman arXiv_CV arXiv_CV  Transformer  Recognition  Represenation_Learning  Pose  Classification  PDF
• 2022-01-07 Learning Target-aware Representation for Visual Tracking via Informative Interactions    Mingzhe Guo, Zhipeng Zhang, Heng Fan, Liping Jing, Yilin Lyu, Bing Li, Weiming Hu arXiv_CV arXiv_CV  Transformer  Tracking  Represenation_Learning  Knowledge  Pose  Action  Matching  PDF
• 2022-01-07 Spatio-Temporal Graph Representation Learning for Fraudster Group Detection    Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun arXiv_AI arXiv_AI  Represenation_Learning  RNN  Review  Pose  Detection  Relation  PDF
• 2022-01-07 RestoreDet: Degradation Equivariant Representation for Object Detection in Low Resolution Images    Ziteng Cui, Yingying Zhu, Lin Gu, Guo-Jun Qi, Xiaoxiao Li, Peng Gao, Zenghui Zhang, Tatsuya Harada arXiv_CV arXiv_CV  Super_Resolution  Restoration  Represenation_Learning  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2022-01-05 Revisiting Deep Subspace Alignment for Unsupervised Domain Adaptation    Kowshik Thopalli, Jayaraman J Thiagarajan, Rushil Anirudh, Pavan K Turaga arXiv_CV arXiv_CV  Unsupervised  Recognition  Optimization  Represenation_Learning  Knowledge  Adversarial  Pose  GAN  PDF
• 2022-01-05 Robust Self-Supervised Audio-Visual Speech Recognition    Bowen Shi, Wei-Ning Hsu, Abdelrahman Mohamed arXiv_SD arXiv_SD  Recognition  Bert  Represenation_Learning  Speech  Self-Supervised  Speech_Recognition  PDF
• 2022-01-05 Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction    Bowen Shi, Wei-Ning Hsu, Kushal Lakhotia, Abdelrahman Mohamed arXiv_CV arXiv_CV  Recognition  Bert  Represenation_Learning  Speech  Self-Supervised  Speech_Recognition  Prediction  PDF
• 2022-01-05 Biphasic Face Photo-Sketch Synthesis via Semantic-Driven Generative Adversarial Network with Graph Representation Learning    Xingqun Qi, Muyi Sun, Qi Li, Caifeng Shan arXiv_CV arXiv_CV  Represenation_Learning  Sketch  Adversarial  Pose  Face  GAN  PDF
• 2022-01-04 Sound and Visual Representation Learning with Multiple Pretraining Tasks    Arun Balajee Vasudevan, Dengxin Dai, Luc Van Gool arXiv_CV arXiv_CV  Image_Caption  Super_Resolution  Represenation_Learning  Self-Supervised  Pose  Classification  Detection  Prediction  Video_Retrieval  PDF
• 2022-01-03 Implicit Autoencoder for Point Cloud Self-supervised Representation Learning    Siming Yan, Zhenpei Yang, Haoxiang Li, Li Guan, Hao Kang, Gang Hua, Qixing Huang arXiv_CV arXiv_CV  Point_Cloud  3D  Represenation_Learning  Knowledge  Self-Supervised  Face  PDF
• 2022-01-03 Hybrid intelligence for dynamic job-shop scheduling with deep reinforcement learning and attention mechanism    Yunhui Zeng, Zijun Liao, Yuanzhi Dai, Rong Wang, Xiu Li, Bo Yuan arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Knowledge  Pose  Face  Action  Attention  PDF
• 2022-01-03 Novelty-based Generalization Evaluation for Traffic Light Detection    Arvind Kumar Shekar, Laureen Lake, Liang Gou, Liu Ren arXiv_CV arXiv_CV  Represenation_Learning  Pose  Detection  CNN  Autonomous  Prediction  PDF
• 2022-01-02 Riemannian Nearest-Regularized Subspace Classification for Polarimetric SAR images    Junfei Shi, Haiyan Jin arXiv_CV arXiv_CV  Represenation_Learning  Regularization  Pose  Classification  Relation  Image_Classification  PDF
• 2022-01-01 Self-attention Multi-view Representation Learning with Diversity-promoting Complementarity    Jian-wei Liu, Xi-hao Ding, Run-kun Lu, Xionglin Luo arXiv_CV arXiv_CV  Represenation_Learning  Pose  Deep_Learning  Attention  PDF
• 2021-12-31 OpenQA: Hybrid QA System Relying on Structured Knowledge Base as well as Non-structured Data    Gaochen Wu, Bin Xu, Yuxin Qin, Yang Liu, Lingyu Liu, Ziwei Wang arXiv_CL arXiv_CL  Transformer  Represenation_Learning  Knowledge  Pose  QA  PDF
• 2021-12-31 CSformer: Bridging Convolution and Transformer for Compressive Sensing    Dongjie Ye, Zhangkai Ni, Hanli Wang, Jian Zhang, Shiqi Wang, Sam Kwong arXiv_CV arXiv_CV  Transformer  Reconstruction  Represenation_Learning  Pose  Relation  Compressive_Sensing  Attention  CNN  PDF
• 2021-12-30 Audio-to-symbolic Arrangement via Cross-modal Music Representation Learning    Ziyu Wang, Dejing Xu, Gus Xia, Ying Shan arXiv_SD arXiv_SD  Represenation_Learning  Knowledge  Inference  PDF
• 2021-12-30 THE Benchmark: Transferable Representation Learning for Monocular Height Estimation    Zhitong Xiong, Wei Huang, Jingtao Hu, Yilei Shi, Qi Wang, Xiao Xiang Zhu arXiv_CV arXiv_CV  Transformer  Transfer_Learning  3D  Zero-Shot  Represenation_Learning  Pose  Few-Shot  PDF
• 2021-12-29 Frequency-Aware Contrastive Learning for Neural Machine Translation    Tong Zhang, Wei Ye, Baosong Yang, Long Zhang, Xingzhang Ren, Dayiheng Liu, Jinan Sun, Shikun Zhang, Haibo Zhang, Wen Zhao arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Pose  Contrastive_Learning  NMT  Prediction  PDF
• 2021-12-29 GPS: A Policy-driven Sampling Approach for Graph Representation Learning    Tiehua Zhang, Yuze Liu, Xin Chen, Xiaowei Huang, Feng Zhu, Xi Zheng arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Classification  Relation  Attention  Recommendation  PDF
• 2021-12-27 Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain?    Sedigheh Eslami, Gerard de Melo, Christoph Meinel arXiv_CV arXiv_CV  Represenation_Learning  VQA  Medical  QA  PDF
• 2021-12-27 Multi-Domain Balanced Sampling Improves Out-of-Generalization of Chest X-ray Pathology Prediction Models    Enoch Tetteh, Joseph Viviano, Yoshua Bengio, David Krueger, Joseph Paul Cohen arXiv_CV arXiv_CV  Represenation_Learning  Pose  Medical  Prediction  PDF
• 2021-12-26 Unsupervised Clustering Active Learning for Person Re-identification    Wenjing Gao, Minxian Li arXiv_AI arXiv_AI  Person_Re-identification  Unsupervised  Represenation_Learning  Pose  Deep_Learning  Re-identification  PDF
• 2021-12-23 SLIP: Self-supervision meets Language-Image Pre-training    Norman Mu, Alexander Kirillov, David Wagner, Saining Xie arXiv_CV arXiv_CV  Transformer  Recognition  Zero-Shot  Represenation_Learning  Self-Supervised  Classification  PDF
• 2021-12-23 Attentive Multi-View Deep Subspace Clustering Net    Run-kun Lu, Jian-wei Liu, Xin Zuo arXiv_CV arXiv_CV  Gradient_Descent  Represenation_Learning  Pose  Attention  PDF
• 2021-12-22 MC-DGCNN: A Novel DNN Architecture for Multi-Category Point Set Classification    Majid Farhadloo, Carl Molnar, Gaoxiang Luo, Yan Li, Shashi Shekhar, Rachel L. Maus, Svetomir N. Markovic, Raymond Moore, Alexey Leontovich arXiv_CV arXiv_CV  Represenation_Learning  Pose  Action  Classification  Deep_Learning  Relation  Attention  CNN  PDF
• 2021-12-22 Investigating Neighborhood Modeling and Asymmetry Preservation in Digraph Representation Learning    Honglu Zhou, Advith Chegu, Samuel Sohn, Mubbasir Kapadia arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Classification  Prediction  PDF
• 2021-12-21 Max-Margin Contrastive Learning    Anshul Shah, Suvrit Sra, Rama Chellappa, Anoop Cherian arXiv_AI arXiv_AI  Unsupervised  Optimization  Sparse  Represenation_Learning  Contrastive_Learning  PDF
• 2021-12-20 Implicit Neural Representation Learning for Hyperspectral Image Super-Resolution    Kaiwei Zhang arXiv_CV arXiv_CV  Reconstruction  Super_Resolution  Represenation_Learning  Pose  Action  PDF
• 2021-12-19 Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution    Qiuhao Lu, Thien Huu Nguyen, Dejing Dou arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Medical  CNN  Prediction  PDF
• 2021-12-17 Rank4Class: A Ranking Formulation for Multiclass Classification    Nan Wang, Zhen Qin, Le Yan, Honglei Zhuang, Xuanhui Wang, Michael Bendersky, Marc Najork arXiv_AI arXiv_AI  Bert  Represenation_Learning  Pose  Classification  Image_Classification  PDF
• 2021-12-17 Sparsifying Sparse Representations for Passage Retrieval by Top-$k$ Masking    Jheng-Hong Yang, Xueguang Ma, Jimmy Lin arXiv_CL arXiv_CL  Sparse  Represenation_Learning  PDF
• 2021-12-17 Topic-Aware Encoding for Extractive Summarization    Mingyang Song, Liping Jing arXiv_CL arXiv_CL  Represenation_Learning  Pose  Attention  Summarization  PDF
• 2021-12-17 Link-Intensive Alignment for Incomplete Knowledge Graphs    Vinh Van Tong, Thanh Trung Huynh, Thanh Tam Nguyen, Hongzhi Yin, Quoc Viet Hung Nguyen, Quyet Thang Huynh arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Knowledge_Graph  Detection  Relation  Object_Detection  Attention  PDF
• 2021-12-16 CrossLoc: Scalable Aerial Localization Assisted by Multimodal Synthetic Data    Qi Yan, Jianhao Zheng, Simon Reding, Shanci Li, Iordan Doytchinov arXiv_AI arXiv_AI  Represenation_Learning  Pose_Estimation  Pose  PDF
• 2021-12-16 Slot-VPS: Object-centric Representation Learning for Video Panoptic Segmentation    Yi Zhou, Hui Zhang, Hana Lee, Shuyang Sun, Pingjun Li, Yangguang Zhu, ByungIn Yoo, Xiaojuan Qi, Jae-Joon Han arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Pose  PDF
• 2021-12-16 Bootstrap Equilibrium and Probabilistic Speaker Representation Learning for Self-supervised Speaker Verification    Sung Hwan Mun, Min Hyun Han, Dongjune Lee, Jihwan Kim, Nam Soo Kim arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Regularization  Speech  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-12-16 Contrastive Spatio-Temporal Pretext Learning for Self-supervised Video Representation    Yujia Zhang, Lai-Man Po, Xuyuan Xu, Mengyang Liu, Yexin Wang, Weifeng Ou, Yuzhi Zhao, Wing-Yin Yu arXiv_CV arXiv_CV  Video_Caption  Optimization  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Prediction  PDF
• 2021-12-16 GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation    Yu Deng, Jiaolong Yang, Jianfeng Xiang, Xin Tong arXiv_CV arXiv_CV  3D  Represenation_Learning  Pose  Face  GAN  PDF
• 2021-12-16 Graph-wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning    Thilini Cooray, Ngai-Man Cheung arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Pose  Action  Prediction  Matching  PDF
• 2021-12-16 Self-Supervised Dynamic Graph Representation Learning via Temporal Subgraph Contrast    Linpu Jiang, Ke-Jia Chen, Jingqiang Chen arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action  Attention  Prediction  PDF
• 2021-12-14 Efficient Dynamic Graph Representation Learning at Scale    Xinshi Chen, Yan Zhu, Haowen Xu, Mengyang Liu, Liang Xiong, Muhan Zhang, Le Song arXiv_AI arXiv_AI  Represenation_Learning  Pose  PDF
• 2021-12-14 Performance or Trust? Why Not Both. Deep AUC Maximization with Self-Supervised Learning for COVID-19 Chest X-ray Classifications    Siyuan He, Pengcheng Xi, Ashkan Ebadi, Stephane Tremblay, Alexander Wong arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Classification  Deep_Learning  Medical  PDF
• 2021-12-14 Reinforcing Semantic-Symmetry for Document Summarization    Mingyang Song, Liping Jing arXiv_CL arXiv_CL  Reinforcement_Learning  Represenation_Learning  Salient  Pose  Summarization  PDF
• 2021-12-14 On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation    Binxu Wang, David Mayo, Arturo Deza, Andrei Barbu, Colin Conwell arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  PDF
• 2021-12-14 CLIP-Lite: Information Efficient Visual Representation Learning from Textual Annotations    Aman Shrivastava, Ramprasaath R. Selvaraju, Nikhil Naik, Vicente Ordonez arXiv_CV arXiv_CV  Transfer_Learning  Zero-Shot  Optimization  Represenation_Learning  Pose  Contrastive_Learning  Classification  Caption  PDF
• 2021-12-13 Implications of Topological Imbalance for Representation Learning on Biomedical Knowledge Graphs    Stephen Bonner, Ufuk Kirik, Ola Engkvist, Jian Tang, Ian P Barrett arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Knowledge_Graph  Relation  Medical  Inference  Prediction  PDF
• 2021-12-12 Few-shot Keypoint Detection with Uncertainty Learning for Unseen Species    Changsheng Lu, Piotr Koniusz arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Classification  Detection  Relation  Few-Shot  Object_Detection  PDF
• 2021-12-12 Semi-supervised Domain Adaptive Structure Learning    Can Qin, Lichen Wang, Qianqian Ma, Yu Yin, Huan Wang, Yun Fu arXiv_AI arXiv_AI  Represenation_Learning  Pose  PDF
• 2021-12-11 Self-supervised Spatiotemporal Representation Learning by Exploiting Video Continuity    Hanwen Liang, Niamul Quader, Zhixiang Chi, Lizhe Chen, Peng Dai, Juwei Lu, Yang Wang arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Action_Localization  Pose  Action_Recognition  Action  Video_Retrieval  PDF
• 2021-12-10 ST-MTL: Spatio-Temporal Multitask Learning Model to Predict Scanpath While Tracking Instruments in Robotic Surgery    Mobarakol Islam, Vibashan VS, Chwee Ming Lim, Hongliang Ren arXiv_CV arXiv_CV  Segmentation  Tracking  Optimization  Represenation_Learning  RNN  Salient  Pose  Detection  Attention  PDF
• 2021-12-09 Siamese Attribute-missing Graph Auto-encoder    Wenxuan Tu, Sihang Zhou, Yue Liu, Xinwang Liu arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Action  Attention  PDF
• 2021-12-08 Constrained Mean Shift Using Distant Yet Related Neighbors for Representation Learning    Ajinkya Tejankar, Soroush Abbasi Koohpayegani, KL Navaneet, Kossar Pourahmadi, Akshayvarun Subramanya, Hamed Pirsiavash arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-12-08 InvGAN: Invertable GANs    Partha Ghosh, Dominik Zietlow, Michael J. Black, Larry S. Davis, Xiaochen Hu arXiv_CV arXiv_CV  Inpainting  Represenation_Learning  Pose  Face  Quantitative  Classification  GAN  Inference  PDF
• 2021-12-08 CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning    Yue Fan, Dengxin Dai, Bernt Schiele arXiv_CV arXiv_CV  Enhancement  Represenation_Learning  Pose  PDF
• 2021-12-08 Exploring Temporal Granularity in Self-Supervised Video Representation Learning    Rui Qian, Yeqing Li, Liangzhe Yuan, Boqing Gong, Ting Liu, Matthew Brown, Serge Belongie, Ming-Hsuan Yang, Hartwig Adam, Yin Cui arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Self-Supervised  PDF
• 2021-12-08 Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework    Ching-Yun Ko, Jeet Mohapatra, Sijia Liu, Pin-Yu Chen, Luca Daniel, Lily Weng arXiv_CV arXiv_CV  Represenation_Learning  Adversarial  Self-Supervised  Pose  Contrastive_Learning  Attention  PDF
• 2021-12-08 Self-Supervised Speaker Verification with Simple Siamese Network and Self-Supervised Regularization    Mufan Sang, Haoqi Li, Fang Liu, Andrew O. Arnold, Li Wan arXiv_SD arXiv_SD  Represenation_Learning  Regularization  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-12-08 On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations    Li-Chung Lin, Cheng-Hung Liu, Chih-Ming Chen, Kai-Chin Hsu, I-Feng Wu, Ming-Feng Tsai, Chih-Jen Lin arXiv_AI arXiv_AI  Represenation_Learning  Pose  Classification  Prediction  PDF
• 2021-12-08 Self-Supervised Models are Continual Learners    Enrico Fini, Victor G. Turrisi da Costa, Xavier Alameda-Pineda, Elisa Ricci, Karteek Alahari, Julien Mairal arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  PDF
• 2021-12-08 Boosting Contrastive Learning with Relation Knowledge Distillation    Kai Zheng, Yuanjiang Wang, Ye Yuan arXiv_CV arXiv_CV  Represenation_Learning  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2021-12-08 Improving Knowledge Graph Representation Learning by Structure Contextual Pre-training    Ganqiang Ye, Wen Zhang, Zhen Bi, Chi Man Wong, Chen Hui, Huajun Chen arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Classification  Language_Model  Prediction  PDF
• 2021-12-07 Unsupervised Representation Learning via Neural Activation Coding    Yookoon Park, Sangho Lee, Gunhee Kim, David M. Blei arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Classification  PDF
• 2021-12-07 Auxiliary Learning for Self-Supervised Video Representation via Similarity-based Knowledge Distillation    Amirhossein Dadashzadeh, Alan Whone, Majid Mirmehdi arXiv_CV arXiv_CV  Represenation_Learning  Knowledge  Self-Supervised  Pose  Prediction  PDF
• 2021-12-07 STC-mix: Space, Time, Channel mixing for Self-supervised Video Representation    Srijan Das, Michael S. Ryoo arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Action_Recognition  Action  Video_Retrieval  PDF
• 2021-12-07 Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning    Manlin Zhang, Jinpeng Wang, Andy J. Ma arXiv_CV arXiv_CV  Video_Caption  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  CNN  PDF
• 2021-12-07 Time-Equivariant Contrastive Video Representation Learning    Simon Jenni, Hailin Jin arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Classification  Video_Retrieval  PDF
• 2021-12-07 Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-supervised Action Recognition    Tianyu Guo, Hong Liu, Zhan Chen, Mengyuan Liu, Tao Wang, Runwei Ding arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Attention  PDF
• 2021-12-07 TCGL: Temporal Contrastive Graph for Self-supervised Video Representation Learning    Yang Liu, Keze Wang, Lingbo Liu, Haoyuan Lan, Liang Lin arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Relation  Prediction  Video_Retrieval  PDF
• 2021-12-07 JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning    Zichuan Lin, Junyou Li, Jianing Shi, Deheng Ye, Qiang Fu, Wei Yang arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Pose  Action  Relation  PDF
• 2021-12-07 Robust Speech Representation Learning via Flow-based Embedding Regularization    Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan arXiv_SD arXiv_SD  Embedding  Represenation_Learning  Regularization  Speech  Pose  Action  Deep_Learning  PDF
• 2021-12-06 Feature Disentanglement of Robot Trajectories    Matias Valdenegro-Toro, Daniel Harnack, Hendrik Wöhrle arXiv_RO arXiv_RO  Unsupervised  Represenation_Learning  Classification  Relation  PDF
• 2021-12-06 Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization    Yunhao Ge, Zhi Xu, Yao Xiao, Gan Xin, Yunkui Pang, Laurent Itti arXiv_CV arXiv_CV  Zero-Shot  Represenation_Learning  Regularization  Pose  Quantitative  GAN  PDF
• 2021-12-06 General Facial Representation Learning in a Visual-Linguistic Manner    Yinglin Zheng, Hao Yang, Ting Zhang, Jianmin Bao, Dongdong Chen, Yangyu Huang, Lu Yuan, Dong Chen, Ming Zeng, Fang Wen arXiv_CV arXiv_CV  Represenation_Learning  Pose  Face  PDF
• 2021-12-06 4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding    Yujin Chen, Matthias Nießner, Angela Dai arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  3D  Represenation_Learning  Pose  Contrastive_Learning  Detection  Object_Detection  PDF
• 2021-12-06 A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-Commerce    Ujjal Kr Dutta, Sandeep Repakula, Maulik Parmar, Abhinav Ravi arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Quantitative  PDF
• 2021-12-06 Joint Learning of Localized Representations from Medical Images and Reports    Philip Müller (1), Georgios Kaissis (1 and 2), Congyu Zou (1), Daniel Rückert (1 and 2) ((1) Technical University of Munich, (2) Imperial College London) arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  Medical  Image_Classification  PDF
• 2021-12-06 Forward Compatible Training for Representation Learning    Vivek Ramanujan, Pavan Kumar Anasosalu Vasu, Ali Farhadi, Oncel Tuzel, Hadi Pouransari arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Pose  Face  PDF
• 2021-12-04 VT-CLIP: Enhancing Vision-Language Models with Visual-guided Texts    Renrui Zhang, Longtian Qiu, Wei Zhang, Ziyao Zeng arXiv_CV arXiv_CV  Recognition  Zero-Shot  Represenation_Learning  Knowledge  Pose  Classification  Few-Shot  Attention  Language_Model  Matching  PDF
• 2021-12-04 Representation Learning for Conversational Data using Discourse Mutual Information Maximization    Bishal Santra, Sumegh Roychowdhury, Aishik Mandal, Vasu Gurram, Atharva Naik, Manish Gupta, Pawan Goyal arXiv_CL arXiv_CL  Bert  Represenation_Learning  Adversarial  Pose  Prediction  PDF
• 2021-12-03 Table2Vec: Automated Universal Representation Learning to Encode All-round Data DNA for Benchmarkable and Explainable Enterprise Data Science    Longbing Cao, Chengzhang Zhu arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Deep_Learning  Relation  PDF
• 2021-12-03 Controversy Detection: a Text and Graph Neural Network Based Approach    Samy Benslimane (ADVANSE, LIRMM), Jérome Azé (ADVANSE, LIRMM), Sandra Bringay (UPVM, ADVANSE, LIRMM), Maximilien Servajean (LIRMM, ADVANSE, UPVM), Caroline Mollevi arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Pose  Classification  Detection  Attention  PDF
• 2021-12-03 Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks    Peri Akiva, Matthew Purri, Matthew Leotta arXiv_AI arXiv_AI  Segmentation  Unsupervised  Transfer_Learning  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Face  Classification  Detection  PDF
• 2021-12-02 BEVT: BERT Pretraining of Video Transformers    Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Yu-Gang Jiang, Luowei Zhou, Lu Yuan arXiv_CV arXiv_CV  Transformer  Recognition  Bert  Represenation_Learning  Prediction  PDF
• 2021-12-02 A Fast Knowledge Distillation Framework for Visual Recognition    Zhiqiang Shen, Eric Xing arXiv_AI arXiv_AI  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2021-12-02 DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting    Yongming Rao, Wenliang Zhao, Guangyi Chen, Yansong Tang, Zheng Zhu, Guan Huang, Jie Zhou, Jiwen Lu arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Represenation_Learning  Knowledge  Classification  Detection  Object_Detection  Language_Model  Prediction  Matching  PDF
• 2021-12-02 The Surprising Effectiveness of Representation Learning for Visual Imitation    Jyothish Pari, Nur Muhammad (Mahi) Shafiullah, Sridhar Pandian Arunachalam, Lerrel Pinto arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Action  PDF
• 2021-12-02 Iterative Frame-Level Representation Learning And Classification For Semi-Supervised Temporal Action Segmentation    Dipika Singhania, Rahul Rahaman, Angela Yao arXiv_CV arXiv_CV  Segmentation  Unsupervised  Represenation_Learning  Pose  Action  Classification  CNN  PDF
• 2021-12-02 Video-Text Pre-training with Learned Regions    Rui Yan, Mike Zheng Shou, Yixiao Ge, Alex Jinpeng Wang, Xudong Lin, Guanyu Cai, Jinhui Tang arXiv_CV arXiv_CV  Represenation_Learning  Pose  Action  Detection  Object_Detection  PDF
• 2021-12-02 Unconstrained Face Sketch Synthesis via Perception-Adaptive Network and A New Benchmark    Lin Nie, Lingbo Liu, Zhengtao Wu, Wenxiong Kang arXiv_CV arXiv_CV  Represenation_Learning  Sketch  Pose  Face  Action  Attention  CNN  PDF
• 2021-12-02 Consensus Graph Representation Learning for Better Grounded Image Captioning    Wenqiao Zhang, Haochen Shi, Siliang Tang, Jun Xiao, Qiang Yu, Yueting Zhuang arXiv_AI arXiv_AI  Image_Caption  Represenation_Learning  Pose  Classification  Caption  PDF
• 2021-12-02 Vision Pair Learning: An Efficient Training Framework for Image Classification    Bei Tong, Xiaoyuan Yu arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Pose  Classification  Attention  Image_Classification  PDF
• 2021-12-01 Molecular Contrastive Learning with Chemical Element Knowledge Graph    Yin Fang, Qiang Zhang, Haihong Yang, Xiang Zhuang, Shumin Deng, Wen Zhang, Ming Qin, Zhuo Chen, Xiaohui Fan, Huajun Chen arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Contrastive_Learning  Relation  Prediction  PDF
• 2021-12-01 Unleashing the Potential of Unsupervised Pre-Training with Intra-Identity Regularization for Person Re-Identification    Zizheng Yang, Xin Jin, Kecheng Zheng, Feng Zhao arXiv_CV arXiv_CV  Person_Re-identification  Unsupervised  Represenation_Learning  Regularization  Self-Supervised  Contrastive_Learning  Classification  Re-identification  PDF
• 2021-11-30 Diffusion Autoencoders: Toward a Meaningful and Decodable Representation    Konpat Preechakul, Nattanat Chatthee, Suttisak Wizadwongsa, Supasorn Suwajanakorn arXiv_CV arXiv_CV  Reconstruction  Represenation_Learning  Few-Shot  Denoising  GAN  PDF
• 2021-11-30 Boosting Discriminative Visual Representation Learning with Scenario-Agnostic Mixup    Siyuan Li, Zicheng Liu, Di Wu, Zihan Liu, Stan Z. Li arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Classification  Attention  PDF
• 2021-11-30 KARL-Trans-NER: Knowledge Aware Representation Learning for Named Entity Recognition using Transformers    Avi Chawla, Nidhi Mulay, Vikas Bishnoi, Gaurav Dhama arXiv_CL arXiv_CL  Transformer  Recognition  Bert  Represenation_Learning  Knowledge  Pose  Summarization  PDF
• 2021-11-30 Fast and Real-time End to End Control in Autonomous Racing Cars Through Representation Learning    Praveen Venkatesh, Rwik Rana, Harish PM arXiv_RO arXiv_RO  Tracking  Unsupervised  Optimization  Represenation_Learning  Pose  Face  Action  Autonomous  PDF
• 2021-11-30 CLIP Meets Video Captioners: Attribute-Aware Representation Learning Promotes Accurate Captioning    Bang Yang, Yuexian Zou arXiv_CV arXiv_CV  Video_Caption  Represenation_Learning  Pose  Relation  Caption  Prediction  PDF
• 2021-11-30 Aerial Images Meet Crowdsourced Trajectories: A New Approach to Robust Road Extraction    Lingbo Liu, Zewei Yang, Guanbin Li, Kuo Wang, Tianshui Chen, Liang Lin arXiv_AI arXiv_AI  Enhancement  Represenation_Learning  Pose  Action  PDF
• 2021-11-29 Semi-supervised Implicit Scene Completion from Sparse LiDAR    Pengfei Li, Yongliang Shi, Tianyu Liu, Hao Zhao, Guyue Zhou, Ya-Qin Zhang arXiv_CV arXiv_CV  Embedding  Point_Cloud  Sparse  Represenation_Learning  Quantitative  CNN  Prediction  PDF
• 2021-11-29 Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning    Julien Denize, Jaonary Rabarisoa, Astrid Orcesi, Romain Hérault, Stéphane Canu arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2021-11-29 Do We Still Need Automatic Speech Recognition for Spoken Language Understanding?    Lasse Borgholt, Jakob Drachmann Havtorn, Mostafa Abdou, Joakim Edin, Lars Maaløe, Anders Søgaard, Christian Igel arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  Self-Supervised  Classification  Detection  Speech_Recognition  PDF
• 2021-11-29 On the Integration of Self-Attention and Convolution    Xuran Pan, Chunjiang Ge, Rui Lu, Shiji Song, Guanfu Chen, Zeyi Huang, Gao Huang arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Relation  Attention  GAN  PDF
• 2021-11-28 Learning Physical Concepts in Cyber-Physical Systems: A Case Study    Henrik S. Steude, Alexander Windmann, Oliver Niggemann arXiv_AI arXiv_AI  Transfer_Learning  Represenation_Learning  Pose  PDF
• 2021-11-26 Latent Space Smoothing for Individually Fair Representations    Momchil Peychev, Anian Ruoss, Mislav Balunović, Maximilian Baader, Martin Vechev arXiv_AI arXiv_AI  Represenation_Learning  Adversarial  PDF
• 2021-11-26 Representation Learning of Logic Circuits    Min Li, Sadaf Khan, Zhengyuan Shi, Naixing Wang, Yu Huang, Qiang Xu arXiv_AI arXiv_AI  Represenation_Learning  Pose  Deep_Learning  Prediction  PDF
• 2021-11-25 Semantic-Aware Generation for Self-Supervised Visual Representation Learning    Yunjie Tian, Lingxi Xie, Xiaopeng Zhang, Jiemin Fang, Haohang Xu, Wei Huang, Jianbin Jiao, Qi Tian, Qixiang Ye arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Classification  PDF
• 2021-11-25 Global Interaction Modelling in Vision Transformer via Super Tokens    Ammarah Farooq, Muhammad Awais, Sara Ahmed, Josef Kittler arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  Represenation_Learning  Pose  Action  Classification  Attention  CNN  Image_Classification  Inference  PDF
• 2021-11-25 Exploring Versatile Prior for Human Motion via Motion Frequency Guidance    Jiachen Xu, Min Wang, Jingyu Gong, Wentao Liu, Chen Qian, Yuan Xie, Lizhuang Ma arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Pose  Quantitative  Denoising  PDF
• 2021-11-25 Self-Distilled Self-Supervised Representation Learning    Jiho Jang, Seonhoon Kim, Kiyoon Yoo, Jangho Kim, Nojun Kwak arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Self-Supervised  PDF
• 2021-11-25 Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation    Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Pose  Prediction  PDF
• 2021-11-24 Towards Cross-Cultural Analysis using Music Information Dynamics    Shlomo Dubnov, Kevin Huang, Cheng-i Wang arXiv_SD arXiv_SD  Represenation_Learning  Pose  Quantitative  PDF
• 2021-11-24 Hierarchical Modular Network for Video Captioning    Hanhua Ye, Guorong Li, Yuankai Qi, Shuhui Wang, Qingming Huang, Ming-Hsuan Yang arXiv_CV arXiv_CV  Video_Caption  Represenation_Learning  Pose  Action  Caption  PDF
• 2021-11-24 SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning    Binhui Xie, Kejia Yin, Shuang Li, Xinjing Chen arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  PDF
• 2021-11-24 Adaptive Fourier Neural Operators: Efficient Token Mixers for Transformers    John Guibas, Morteza Mardani, Zongyi Li, Andrew Tao, Anima Anandkumar, Bryan Catanzaro arXiv_CV arXiv_CV  Transformer  Segmentation  Represenation_Learning  Pose  Few-Shot  Attention  PDF
• 2021-11-23 Domain-Agnostic Clustering with Self-Distillation    Mohammed Adnan, Yani A. Ioannou, Chuan-Yung Tsai, Graham W. Taylor arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Knowledge  Self-Supervised  Pose  PDF
• 2021-11-23 Towards Learning Universal Audio Representations    Luyu Wang, Pauline Luc, Yan Wu, Adria Recasens, Lucas Smaira, Andrew Brock, Andrew Jaegle, Jean-Baptiste Alayrac, Sander Dieleman, Joao Carreira, Aaron van den Oord arXiv_SD arXiv_SD  Represenation_Learning  Speech  Pose  Classification  PDF
• 2021-11-23 PAM: Pose Attention Module for Pose-Invariant Face Recognition    En-Jung Tsai, Wei-Chang Yeh arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Face  Face_Recognition  Attention  PDF
• 2021-11-23 Exploring Non-Contrastive Representation Learning for Deep Clustering    Zhizhong Huang, Jie Chen, Junping Zhang, Hongming Shan arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2021-11-22 A Free Lunch from the Noise: Provable and Practical Exploration for Representation Learning    Tongzheng Ren, Tianjun Zhang, Csaba Szepesvári, Bo Dai arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Represenation_Learning  Pose  Deep_Learning  PDF
• 2021-11-22 Towards Tokenized Human Dynamics Representation    Kenneth Li, Xiao Sun, Zhirong Wu, Fangyun Wei, Stephen Lin arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  Pose  Action  Classification  PDF
• 2021-11-22 Why Do Self-Supervised Models Transfer? Investigating the Impact of Invariance on Downstream Tasks    Linus Ericsson, Henry Gouk, Timothy M. Hospedales arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Matching  PDF
• 2021-11-22 Predicting Osteoarthritis Progression in Radiographs via Unsupervised Representation Learning    Tianyu Han, Jakob Nikolas Kather, Federico Pedersoli, Markus Zimmermann, Sebastian Keil, Maximilian Schulze-Hagen, Marc Terwoelbeck, Peter Isfort, Christoph Haarburger, Fabian Kiessling, Volkmar Schulz, Christiane Kuhl, Sven Nebelung, Daniel Truhn arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Prediction  PDF
• 2021-11-22 L-Verse: Bidirectional Generation Between Image and Text    Taehoon Kim, Gwangmo Song, Sihaeng Lee, Sangyun Kim, Yewon Seo, Soonyoung Lee, Seung Hwan Kim, Honglak Lee, Kyunghoon Bae arXiv_CV arXiv_CV  Image_Caption  Transformer  Reconstruction  Represenation_Learning  Pose  Action  Quantitative  Detection  Relation  Object_Detection  Text_Generation  Caption  PDF
• 2021-11-22 Contrast-reconstruction Representation Learning for Self-supervised Skeleton-based Action Recognition    Peng Wang, Jun Wen, Chenyang Si, Yuntao Qian, Liang Wang arXiv_CV arXiv_CV  Surveillance  Reconstruction  Unsupervised  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  PDF
• 2021-11-22 Exploring Feature Representation Learning for Semi-supervised Medical Image Segmentation    Huimin Wu, Xiaomeng Li, Kwang-Ting Cheng arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Pose  Contrastive_Learning  Medical  PDF
• 2021-11-22 Knowledge Based Multilingual Language Model    Linlin Liu, Xin Li, Ruidan He, Lidong Bing, Shafiq Joty, Luo Si arXiv_AI arXiv_AI  Recognition  Represenation_Learning  Knowledge  Knowledge_Graph  Classification  Relation  Language_Model  PDF
• 2021-11-22 Self-supervised Semi-supervised Learning for Data Labeling and Quality Evaluation    Haoping Bai, Meng Cao, Ping Huang, Jiulong Shan arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-11-21 HoughCL: Finding Better Positive Pairs in Dense Self-supervised Learning    Yunsung Lee, Teakgyu Hong, Han-Cheol Cho, Junbum Cha, Seungryong Kim arXiv_CV arXiv_CV  Segmentation  Embedding  Represenation_Learning  Self-Supervised  Contrastive_Learning  Detection  Object_Detection  Prediction  PDF
• 2021-11-21 Network representation learning: A macro and micro view    Xueyi Liu, Jie Tang arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Review  Survey  GAN  PDF
• 2021-11-21 Distributed Unsupervised Visual Representation Learning with Fused Features    Yawen Wu, Zhepeng Wang, Dewen Zeng, Meng Li, Yiyu Shi, Jingtong Hu arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Prediction  Matching  PDF
• 2021-11-21 TraVLR: Now You See It, Now You Don't! Evaluating Cross-Modal Transfer of Visio-Linguistic Reasoning    Keng Ji Chow, Samson Tan, Min-Yen Kan arXiv_CV arXiv_CV  Zero-Shot  Represenation_Learning  Pose  Relation  PDF
• 2021-11-20 Towards Graph Self-Supervised Learning with Contrastive Adjusted Zooming    Yizhen Zheng, Ming Jin, Shirui Pan, Yuan-Fang Li, Hao Peng, Ming Li, Zhao Li arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-11-19 Unsupervised Visual Time-Series Representation Learning and Clustering    Gaurangi Anand, Richi Nayak arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Autonomous  PDF
• 2021-11-19 Graph Neural Networks with Feature and Structure Aware Random Walk    Wei Zhuo, Chenyun Yu, Guang Tan arXiv_AI arXiv_AI  Represenation_Learning  Pose  Classification  Relation  Attention  PDF
• 2021-11-19 UFO: A UniFied TransfOrmer for Vision-Language Representation Learning    Jianfeng Wang, Xiaowei Hu, Zhe Gan, Zhengyuan Yang, Xiyang Dai, Zicheng Liu, Yumao Lu, Lijuan Wang arXiv_CV arXiv_CV  Image_Caption  Transformer  Optimization  Represenation_Learning  Pose  VQA  Attention  Caption  Language_Model  Matching  PDF
• 2021-11-18 SimMIM: A Simple Framework for Masked Image Modeling    Zhenda Xie, Zheng Zhang, Yue Cao, Yutong Lin, Jianmin Bao, Zhuliang Yao, Qi Dai, Han Hu arXiv_CV arXiv_CV  Represenation_Learning  Pose  Classification  Prediction  PDF
• 2021-11-18 Improving Transferability of Representations via Augmentation-Aware Self-Supervision    Hankook Lee, Kibok Lee, Kimin Lee, Honglak Lee, Jinwoo Shin arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Represenation_Learning  Self-Supervised  PDF
• 2021-11-18 Self-Supervised Class Incremental Learning    Zixuan Ni, Siliang Tang, Yueting Zhuang arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Classification  PDF
• 2021-11-18 SDCUP: Schema Dependency-Enhanced Curriculum Pre-Training for Table Semantic Parsing    Bowen Qin, Lihan Wang, Binyuan Hui, Ruiying Geng, Zheng Cao, Min Yang, Jian Sun, Yongbin Li arXiv_CL arXiv_CL  Represenation_Learning  Pose  Action  Relation  Attention  Language_Model  PDF
• 2021-11-17 Learning to Align Sequential Actions in the Wild    Weizhe Liu, Bugra Tekin, Huseyin Coskun, Vibhav Vineet, Pascal Fua, Marc Pollefeys arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Action  PDF
• 2021-11-17 XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale    Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  Self-Supervised  Speech_Recognition  PDF
• 2021-11-16 Keypoint Message Passing for Video-based Person Re-Identification    Di Chen, Andreas Doering, Shanshan Zhang, Jian Yang, Juergen Gall, Bernt Schiele arXiv_CV arXiv_CV  Surveillance  Person_Re-identification  3D  Represenation_Learning  Pose  Re-identification  CNN  Inference  PDF
• 2021-11-15 QK Iteration: A Self-Supervised Representation Learning Algorithm for Image Similarity    David Wu, Yunnan Wu arXiv_CV arXiv_CV  Recognition  Optimization  Represenation_Learning  Self-Supervised  Pose  Face  Detection  PDF
• 2021-11-15 Learning Representations for Pixel-based Control: What Matters and Why?    Manan Tomar, Utkarsh A. Mishra, Amy Zhang, Matthew E. Taylor arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Pose  Contrastive_Learning  Attention  PDF
• 2021-11-14 Improving Compound Activity Classification via Deep Transfer and Representation Learning    Vishal Dey, Raghu Machiraju, Xia Ning arXiv_AI arXiv_AI  Transfer_Learning  Represenation_Learning  Classification  Relation  Activity  PDF
• 2021-11-14 Code Representation Learning with Pr'ufer Sequences    Tenzin Jinpa, Yong Gao arXiv_AI arXiv_AI  Represenation_Learning  Pose  Summarization  PDF
• 2021-11-12 Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding    Kyunghoon Hur, Jiyoung Lee, Jungwoo Oh, Wesley Price, Young-Hak Kim, Edward Choi arXiv_CL arXiv_CL  Embedding  Zero-Shot  Represenation_Learning  Deep_Learning  Medical  PDF
• 2021-11-11 Unsupervised Part Discovery from Contrastive Reconstruction    Subhabrata Choudhury, Iro Laina, Christian Rupprecht, Andrea Vedaldi arXiv_CV arXiv_CV  Image_Caption  Reconstruction  Segmentation  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Classification  Attention  PDF
• 2021-11-11 Towards an Efficient Voice Identification Using Wav2Vec2.0 and HuBERT Based on the Quran Reciters Dataset    Aly Moustafa, Salah A. Aly arXiv_AI arXiv_AI  Transformer  Recognition  Bert  Represenation_Learning  Speech  Pose  Deep_Learning  Speech_Recognition  PDF
• 2021-11-11 Implicit SVD for Graph Representation Learning    Sami Abu-El-Haija, Hesham Mostafa, Marcel Nassar, Valentino Crespi, Greg Ver Steeg, Aram Galstyan arXiv_AI arXiv_AI  Represenation_Learning  Action  PDF
• 2021-11-11 Semantic-aware Representation Learning Via Probability Contrastive Loss    Junjie Li, Yixin Zhang, Zilei Wang, Keyu Tu arXiv_CV arXiv_CV  Unsupervised  Optimization  Represenation_Learning  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-11-10 CLIP2TV: An Empirical Study on Transformer-based Methods for Video-Text Retrieval    Zijian Gao, Jingyu Liu, Sheng Chen, Dedan Chang, Hao Zhang, Jinwei Yuan arXiv_CV arXiv_CV  Transformer  Represenation_Learning  PDF
• 2021-11-09 Metagenome2Vec: Building Contextualized Representations for Scalable Metagenome Analysis    Sathyanarayanan N. Aakur, Vineela Indla, Vennela Indla, Sai Narayanan, Arunkumar Bagavathi, Vishalini Laguduva Ramnath, Akhilesh Ramachandran arXiv_AI arXiv_AI  Segmentation  Unsupervised  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-11-09 Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Temporal Synchronicity    Pritam Sarkar, Ali Etemad arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Action_Recognition  Action  Classification  Relation  PDF
• 2021-11-09 Object-Centric Representation Learning with Generative Spatial-Temporal Factorization    Li Nanbo, Muhammad Ahmed Raza, Hu Wenbin, Zhaole Sun, Robert B. Fisher arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Pose  Action  PDF
• 2021-11-09 RAVE: A variational autoencoder for fast and high-quality neural audio synthesis    Antoine Caillon, Philippe Esling arXiv_SD arXiv_SD  Reconstruction  Represenation_Learning  Adversarial  Speech  Quantitative  PDF
• 2021-11-08 Characterizing the adversarial vulnerability of speech self-supervised learning    Haibin Wu, Bo Zheng, Xu Li, Xixin Wu, Hung-yi Lee, Helen Meng arXiv_SD arXiv_SD  Represenation_Learning  Knowledge  Adversarial  Speech  Self-Supervised  Pose  Attention  PDF
• 2021-11-08 Deep Unsupervised Active Learning on Learnable Graphs    Handong Ma, Changsheng Li, Xinchu Shi, Ye Yuan, Guoren Wang arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Knowledge  Pose  Deep_Learning  Relation  PDF
• 2021-11-08 Representation Learning via Quantum Neural Tangent Kernels    Junyu Liu, Francesco Tacchino, Jennifer R. Glick, Liang Jiang, Antonio Mezzacapo arXiv_AI arXiv_AI  Optimization  Represenation_Learning  PDF
• 2021-11-07 Theme Transformer: Symbolic Music Generation with Theme-Conditioned Transformer    Yi-Jen Shih, Shih-Lun Wu, Frank Zalkow, Meinard Müller, Yi-Hsuan Yang arXiv_SD arXiv_SD  Transformer  Represenation_Learning  Pose  Deep_Learning  Attention  PDF
• 2021-11-06 Development of a robust cascaded architecture for intelligent robot grasping using limited labelled data    Priya Shukla, Vandana Kushwaha, G. C. Nandi arXiv_RO arXiv_RO  Embedding  Represenation_Learning  Knowledge  Pose  PDF
• 2021-11-06 Order-Guided Disentangled Representation Learning for Ulcerative Colitis Classification with Limited Labels    Shota Harada, Ryoma Bise, Hideaki Hayashi, Kiyohito Tanaka, Seiichi Uchida arXiv_CV arXiv_CV  Represenation_Learning  Pose  Classification  PDF
• 2021-11-05 Collaborative Graph Contrastive Learning: Data Augmentation Composition May Not be Necessary for Graph Representation Learning    Yuxiang Ren, Jiawei Zhang arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-11-04 Generalized Radiograph Representation Learning via Cross-supervision between Images and Free-text Radiology Reports    Hong-Yu Zhou, Xiaoyu Chen, Yinghao Zhang, Ruibang Luo, Liansheng Wang, Yizhou Yu arXiv_CV arXiv_CV  Image_Caption  Transformer  Transfer_Learning  Represenation_Learning  Review  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-11-04 Online Continual Learning via Multiple Deep Metric Learning and Uncertainty-guided Episodic Memory Replay -- 3rd Place Solution for ICCV 2021 Workshop SSLAD Track 3A Continual Object Classification    Muhammad Rifki Kurniawan, Xing Wei, Yihong Gong arXiv_CV arXiv_CV  Represenation_Learning  Pose  Contrastive_Learning  Classification  Autonomous  PDF
• 2021-11-04 Multi-scale 2D Representation Learning for weakly-supervised moment retrieval    Ding Li, Rui Wu, Yongqiang Tang, Zhizhong Zhang, Wensheng Zhang arXiv_CV arXiv_CV  Weakly_Supervised  Represenation_Learning  Pose  Caption  Activity  CNN  PDF
• 2021-11-04 MixSiam: A Mixture-based Approach to Self-supervised Representation Learning    Xiaoyang Guo, Tianhao Zhao, Yutian Lin, Bo Du arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Prediction  PDF
• 2021-11-03 A Comparison of Discrete and Soft Speech Units for Improved Voice Conversion    Benjamin van Niekerk, Marc-André Carbonneau, Julian Zaïdi, Mathew Baas, Hugo Seuté, Herman Kamper arXiv_SD arXiv_SD  Represenation_Learning  Speech  Self-Supervised  Pose  PDF
• 2021-11-03 A cross-modal fusion network based on self-attention and residual structure for multimodal emotion recognition    Ziwang Fu, Feng Liu, Hanyang Wang, Jiayin Qi, Xiangling Fu, Aimin Zhou, Zhibin Li arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Emotion  Action  Attention  PDF
• 2021-11-03 The Klarna Product Page Dataset: A RealisticBenchmark for Web Representation Learning    Alexandra Hotti, Riccardo Sven Risuleo, Stefan Magureanu, Aref Moradi, Jens Lagergren arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Pose  Classification  CNN  Prediction  PDF
• 2021-11-02 Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity    Sebastian Ribecky, Jakob Abeßer, Hanna Lukashevich arXiv_SD arXiv_SD  Represenation_Learning  Pose  Prediction  PDF
• 2021-11-02 Procedural Generalization by Planning with Self-Supervised World Models    Ankesh Anand, Jacob Walker, Yazhe Li, Eszter Vértes, Julian Schrittwieser, Sherjil Ozair, Théophane Weber, Jessica B. Hamrick arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Self-Supervised  Prediction  PDF
• 2021-11-01 HRViT: Multi-Scale High-Resolution Vision Transformer    Jiaqi Gu, Hyoukjun Kwon, Dilin Wang, Wei Ye, Meng Li, Yu-Hsin Chen, Liangzhen Lai, Vikas Chandra, David Z. Pan arXiv_AI arXiv_AI  Transformer  Segmentation  Semantic_Segmentation  Represenation_Learning  Pose  Classification  Attention  Prediction  PDF
• 2021-11-01 Hex2vec -- Context-Aware Embedding H3 Hexagons with OpenStreetMap Tags    Szymon Woźniak, Piotr Szymański arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Detection  Inference  Language_Model  PDF
• 2021-11-01 RMNA: A Neighbor Aggregation-Based Knowledge Graph Representation Learning Model Using Rule Mining    Ling Chen, Jun Cui, Xing Tang, Chaodu Song, Yuntao Qian, Yansheng Li, Yongjun Zhang arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  PDF
• 2021-10-31 TorchXRayVision: A library of chest X-ray datasets and models    Joseph Paul Cohen, Joseph D. Viviano, Paul Bertin, Paul Morrison, Parsa Torabian, Matteo Guarrera, Matthew P Lungren, Akshay Chaudhari, Rupert Brooks, Mohammad Hashir, Hadrien Bertrand arXiv_AI arXiv_AI  Represenation_Learning  Face  Classification  Deep_Learning  PDF
• 2021-10-31 Quality Estimation Using Round-trip Translation with Sentence Embeddings    Nathan Crone, Adam Power, John Weldon arXiv_CL arXiv_CL  Embedding  Represenation_Learning  PDF
• 2021-10-30 Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification    Yaqing Wang, Song Wang, Quanming Yao, Dejing Dou arXiv_AI arXiv_AI  Text_Classification  Represenation_Learning  Pose  Action  Classification  PDF
• 2021-10-29 Combining Unsupervised and Text Augmented Semi-Supervised Learning for Low Resourced Autoregressive Speech Recognition    Chak-Fai Li, Francis Keith, William Hartmann, Matthew Snover arXiv_CL arXiv_CL  Unsupervised  Recognition  Represenation_Learning  Knowledge  Speech  Speech_Recognition  Language_Model  PDF
• 2021-10-29 Properties from Mechanisms: An Equivariance Perspective on Identifiable Representation Learning    Kartik Ahuja, Jason Hartford, Yoshua Bengio arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Knowledge  Relation  PDF
• 2021-10-29 Whole Brain Segmentation with Full Volume Neural Network    Yeshu Li, Jonathan Cui, Yilun Sheng, Xiao Liang, Jingdong Wang, Eric I-Chao Chang, Yan Xu arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Pose  CNN  Inference  PDF
• 2021-10-29 Pre-training Co-evolutionary Protein Representation via A Pairwise Masked Language Model    Liang He, Shizhuo Zhang, Lijun Wu, Huanhuan Xia, Fusong Ju, He Zhang, Siyuan Liu, Yingce Xia, Jianwei Zhu, Pan Deng, Bin Shao, Tao Qin, Tie-Yan Liu arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Pose  Relation  Language_Model  Prediction  PDF
• 2021-10-29 Cycle-Balanced Representation Learning For Counterfactual Inference    Guanglin Zhou, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu arXiv_AI arXiv_AI  Represenation_Learning  Adversarial  Pose  Inference  PDF
• 2021-10-28 Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction    Heming Wang, Yao Qian, Xiaofei Wang, Yiming Wang, Chengyi Wang, Shujie Liu, Takuya Yoshioka, Jinyu Li, DeLiang Wang arXiv_CL arXiv_CL  Reconstruction  Enhancement  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Contrastive_Learning  Denoising  Speech_Recognition  Inference  PDF
• 2021-10-28 Learning to Ground Multi-Agent Communication with Autoencoders    Toru Lin, Minyoung Huh, Chris Stauffer, Ser-Nam Lim, Phillip Isola arXiv_AI arXiv_AI  Represenation_Learning  PDF
• 2021-10-28 Residual Relaxation for Multi-view Representation Learning    Yifei Wang, Zhengyang Geng, Feng Jiang, Chuming Li, Yisen Wang, Jiansheng Yang, Zhouchen Lin arXiv_CV arXiv_CV  Represenation_Learning  PDF
• 2021-10-28 Learning Deep Representation with Energy-Based Self-Expressiveness for Subspace Clustering    Yanming Li, Changsheng Li, Shiye Wang, Ye Yuan, Guoren Wang arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Deep_Learning  Attention  PDF
• 2021-10-28 Graph Communal Contrastive Learning    Bolian Li, Baoyu Jing, Hanghang Tong arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Detection  Relation  PDF
• 2021-10-28 Audio-visual Representation Learning for Anomaly Events Detection in Crowds    Junyu Gao, Maoguo Gong, Xuelong Li arXiv_CV arXiv_CV  Surveillance  3D  Represenation_Learning  Detection  Attention  Prediction  PDF
• 2021-10-27 Parameterized Explanations for Investor / Company Matching    Simerjot Kaur, Ivan Brugere, Andrea Stefanucci, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso arXiv_AI arXiv_AI  Represenation_Learning  Pose  Recommendation  Matching  PDF
• 2021-10-27 GenURL: A General Framework for Unsupervised Representation Learning    Siyuan Li, Zelin Zang, Di Wu, Zhiyuan Chen, Stan Z. Li arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Knowledge  Self-Supervised  Pose  PDF
• 2021-10-27 Zero-shot Voice Conversion via Self-supervised Prosody Representation Learning    Shijun Wang, Dimche Kostadinov, Damian Borth arXiv_AI arXiv_AI  Zero-Shot  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-10-27 Emoji-aware Co-attention Network with EmoGraph2vec Model for Sentiment Anaylsis    Xiaowei Yuan, Jingyuan Hu, Xiaodan Zhang, Honglei Lv, Hao Liu arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Represenation_Learning  Knowledge  Pose  Emotion  Action  Sentiment  Attention  CNN  PDF
• 2021-10-27 Self-supervised EEG Representation Learning for Automatic Sleep Staging    Chaoqi Yang, Danica Xiao, M. Brandon Westover, Jimeng Sun arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Prediction  PDF
• 2021-10-27 Towards Robust Bisimulation Metric Learning    Mete Kemertas, Tristan Aumentado-Armstrong arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Sparse  Represenation_Learning  Regularization  Pose  Action  PDF
• 2021-10-26 Combining expert knowledge and neural networks to model environmental stresses in agriculture    Kostadin Cvejoski, Jannis Schuecker, Anne-Katrin Mahlein, Bogdan Georgiev arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  PDF
• 2021-10-26 Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks    Pengyong Li, Jun Wang, Ziliang Li, Yixuan Qiao, Xianggen Liu, Fei Ma, Peng Gao, Seng Song, Guotong Xie arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  PDF
• 2021-10-26 Directional Self-supervised Learning for Risky Image Augmentations    Yalong Bai, Yifan Yang, Wei Zhang, Tao Mei arXiv_CV arXiv_CV  Image_Caption  Represenation_Learning  Self-Supervised  Pose  Relation  PDF
• 2021-10-26 Towards More Generalizable One-shot Visual Imitation Learning    Zhao Mandi, Fangchen Liu, Kimin Lee, Pieter Abbeel arXiv_AI arXiv_AI  Represenation_Learning  Pose  Contrastive_Learning  Few-Shot  Attention  PDF
• 2021-10-26 TriBERT: Full-body Human-centric Audio-visual Representation Learning for Visual Sound Separation    Tanzila Rahman, Mengyu Yang, Leonid Sigal arXiv_CV arXiv_CV  Transformer  Segmentation  Bert  Represenation_Learning  Knowledge  Pose  Action  Detection  Attention  PDF
• 2021-10-25 LAE : Long-tailed Age Estimation    Zenghao Bao, Zichang Tan, Yu Zhu, Jun Wan, Xibo Ma, Zhen Lei, Guodong Guo arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Classification  GAN  PDF
• 2021-10-25 Practical Galaxy Morphology Tools from Deep Supervised Representation Learning    Mike Walmsley, Anna M. M. Scaife, Chris Lintott, Michelle Lochner, Verlon Etsebeth, Tobias Géron, Hugh Dickinson, Lucy Fortson, Sandor Kruk, Karen L. Masters, Kameswara Bharadwaj Mantha, Brooke D. Simmons arXiv_CV arXiv_CV  Represenation_Learning  Deep_Learning  Detection  Matching  PDF
• 2021-10-25 DaRE: A Cross-Domain Recommender System with Domain-aware Feature Extraction and Review Encoder    Yoonhyuk Choi, Jiho Choi, Taewook Ko, Chongkwon Kim arXiv_AI arXiv_AI  Represenation_Learning  Review  Adversarial  Pose  Action  Recommendation  PDF
• 2021-10-24 Learning Speaker Representation with Semi-supervised Learning approach for Speaker Profiling    Shangeth Rajaa, Pham Van Tung, Chng Eng Siong arXiv_SD arXiv_SD  Unsupervised  Represenation_Learning  Speech  Pose  Prediction  Recommendation  PDF
• 2021-10-24 Reachability Embeddings: Scalable Self-Supervised Representation Learning from Markovian Trajectories for Geospatial Computer Vision    Swetava Ganguli, C. V. Krishnakumar Iyer, Vipul Pandey arXiv_AI arXiv_AI  Segmentation  Embedding  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Pose  Face  Quantitative  CNN  PDF
• 2021-10-24 A Closer Look at Few-Shot Video Classification: A New Baseline and Benchmark    Zhenxi Zhu, Limin Wang, Sheng Guo, Gangshan Wu arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Action  Classification  Relation  Few-Shot  Video_Classification  PDF
• 2021-10-24 DiffSRL: Learning Dynamic-aware State Representation for Deformable Object Control with Differentiable Simulator    Sirui Chen, Yunhao Liu, Jialong Li, Shang Wen Yao, Tingxiang Fan, Jia Pan arXiv_RO arXiv_RO  Reinforcement_Learning  Represenation_Learning  Pose  Prediction  PDF
• 2021-10-23 Group-disentangled Representation Learning with Weakly-Supervised Regularization    Linh Tran, Amir Hosein Khasahmadi, Aditya Sanghi, Saeid Asgari arXiv_CV arXiv_CV  Reconstruction  Transfer_Learning  3D  Represenation_Learning  Regularization  Pose  Classification  PDF
• 2021-10-22 Contrastively Disentangled Sequential Variational Autoencoder    Junwen Bai, Weiran Wang, Carla Gomes arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-10-22 PPSGCN: A Privacy-Preserving Subgraph Sampling Based Distributed GCN Training Method    Binchi Zhang, Minnan Luo, Shangbin Feng, Ziqi Liu, Jun Zhou, Qinghua Zheng arXiv_AI arXiv_AI  Represenation_Learning  Pose  CNN  PDF
• 2021-10-22 Occlusion-Robust Object Pose Estimation with Holistic Representation    Bo Chen, Tat-Jun Chin, Marius Klimavicius arXiv_CV arXiv_CV  3D  Represenation_Learning  Pose_Estimation  Pose  Prediction  PDF
• 2021-10-22 Signature-Graph Networks    Ali Hamdi, Flora Salim, Du Yong Kim, Xiaojun Chang arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Adversarial  Pose  Classification  Attention  GAN  CNN  Image_Classification  PDF
• 2021-10-21 Wav2CLIP: Learning Robust Audio Representations From CLIP    Ho-Hsiang Wu, Prem Seetharaman, Kundan Kumar, Juan Pablo Bello arXiv_SD arXiv_SD  Embedding  Zero-Shot  Represenation_Learning  Pose  Classification  PDF
• 2021-10-21 Self-Supervised Visual Representation Learning Using Lightweight Architectures    Prathamesh Sonawane, Sparsh Drolia, Saqib Shamsi, Bhargav Jain arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  PDF
• 2021-10-21 Efficient Robotic Manipulation Through Offline-to-Online Reinforcement Learning and Goal-Aware State Information    Jin Li, Xianyuan Zhan, Zixu Xiao, Guyue Zhou arXiv_AI arXiv_AI  Unsupervised  Reinforcement_Learning  Sparse  Represenation_Learning  Pose  PDF
• 2021-10-21 Principled Representation Learning for Entity Alignment    Lingbing Guo, Zequn Sun, Mingyang Chen, Wei Hu, Qiang Zhang, Huajun Chen arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Ontology  Attention  PDF
• 2021-10-20 Contrastive Document Representation Learning with Graph Attention Networks    Peng Xu, Xinchi Chen, Xiaofei Ma, Zhiheng Huang, Bing Xiang arXiv_CL arXiv_CL  Transformer  Embedding  Represenation_Learning  Pose  Contrastive_Learning  Classification  Attention  Language_Model  PDF
• 2021-10-20 Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning    Guocheng Qian, Hasan Abed Al Kader Hammoud, Guohao Li, Ali Thabet, Bernard Ghanem arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Represenation_Learning  Pose  Action  Classification  Relation  Inference  PDF
• 2021-10-20 Surrogate Representation Learning with Isometric Mapping for Gray-box Graph Adversarial Attacks    Zihan Liul, Yun Luo, Zelin Zang, Stan Z. Li arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Adversarial  Pose  Classification  PDF
• 2021-10-20 Knowledge Graph informed Fake News Classification via Heterogeneous Representation Ensembles    Boshko Koloski, Timen Stepišnik-Perdih, Marko Robnik-Šikonja, Senja Pollak, Blaž Škrlj arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Knowledge_Graph  Classification  Detection  Relation  Language_Model  PDF
• 2021-10-20 LMSOC: An Approach for Socially Sensitive Pretraining    Vivek Kulkarni, Shubhanshu Mishra, Aria Haghighi arXiv_CL arXiv_CL  Transformer  Represenation_Learning  Pose  Language_Model  PDF
• 2021-10-19 Constrained Mean Shift for Representation Learning    Ajinkya Tejankar, Soroush Abbasi Koohpayegani, Hamed Pirsiavash arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Knowledge  Self-Supervised  PDF
• 2021-10-19 Momentum Contrastive Autoencoder: Using Contrastive Learning for Latent Space Distribution Matching in WAE    Devansh Arpit, Aadyot, Bhatnagar, Huan Wang, Caiming Xiong arXiv_CV arXiv_CV  Optimization  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Matching  PDF
• 2021-10-19 Improving Tail-Class Representation with Centroid Contrastive Learning    Anthony Meng Huat Tiong, Junnan Li, Guosheng Lin, Boyang Li, Caiming Xiong, Steven C.H. Hoi arXiv_CV arXiv_CV  Represenation_Learning  Pose  Contrastive_Learning  Classification  Image_Classification  PDF
• 2021-10-18 TLDR: Twin Learning for Dimensionality Reduction    Yannis Kalantidis, Carlos Lassance, Jon Almazan, Diane Larlus arXiv_AI arXiv_AI  Unsupervised  Optimization  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-10-18 Understanding Dimensional Collapse in Contrastive Self-supervised Learning    Li Jing, Pascal Vincent, Yann LeCun, Yuandong Tian arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-10-18 Self-Supervised Representation Learning: Introduction, Advances and Challenges    Linus Ericsson, Henry Gouk, Chen Change Loy, Timothy M. Hospedales arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Survey  Deep_Learning  PDF
• 2021-10-18 Disentangled Representation with Dual-stage Feature Learning for Face Anti-spoofing    Yu-Chun Wang, Chien-Yi Wang, Shang-Hong Lai arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Face  Face_Recognition  Attention  PDF
• 2021-10-18 Speech Representation Learning Through Self-supervised Pretraining And Multi-task Finetuning    Yi-Chen Chen, Shu-wen Yang, Cheng-Kuang Lee, Simon See, Hung-yi Lee arXiv_AI arXiv_AI  Represenation_Learning  Speech  Self-Supervised  PDF
• 2021-10-17 Prioritization of COVID-19-related literature via unsupervised keyphrase extraction and document representation learning    Blaž Škrlj, Marko Jukič, Nika Eržen, Senja Pollak, Nada Lavrač arXiv_CL arXiv_CL  Embedding  Unsupervised  Represenation_Learning  Knowledge  Action  PDF
• 2021-10-17 Self-Supervised Learning for Binary Networks by Joint Classifier Training    Dahyun Kim, Jonghyun Choi arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-10-16 Virtual Augmentation Supported Contrastive Learning of Sentence Representations    Dejiao Zhang, Wei Xiao, Henghui Zhu, Xiaofei Ma, Andrew O. Arnold arXiv_CL arXiv_CL  Unsupervised  Represenation_Learning  Knowledge  Adversarial  Contrastive_Learning  PDF
• 2021-10-15 Hierarchical Curriculum Learning for AMR Parsing    Peiyi Wang, Liang Chen, Tianyu Liu, Baobao Chang, Zhifang Sui arXiv_CL arXiv_CL  Represenation_Learning  Pose  Relation  PDF
• 2021-10-15 Self-supervised Contrastive Attributed Graph Clustering    Wei Xia, Quanxue Gao, Ming Yang, Xinbo Gao arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-10-14 Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations    Ji Xin, Chenyan Xiong, Ashwin Srinivasan, Ankita Sharma, Damien Jose, Paul N. Bennett arXiv_CL arXiv_CL  Embedding  Zero-Shot  Represenation_Learning  Adversarial  Pose  Matching  PDF
• 2021-10-14 Inverse Problems Leveraging Pre-trained Contrastive Representations    Sriram Ravula, Georgios Smyrnis, Matt Jordan, Alexandros G. Dimakis arXiv_CV arXiv_CV  Represenation_Learning  Pose  Action  PDF
• 2021-10-14 Self-Supervised Learning by Estimating Twin Class Distributions    Feng Wang, Tao Kong, Rufeng Zhang, Huaping Liu, Hang Li arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  Represenation_Learning  Self-Supervised  Classification  Detection  Prediction  PDF
• 2021-10-14 Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks    Sangeeta Srivastava, Yun Wang, Andros Tjandra, Anurag Kumar, Chunxi Liu, Kritika Singh, Yatharth Saraf arXiv_SD arXiv_SD  Represenation_Learning  Speech  Self-Supervised  Pose  PDF
• 2021-10-14 Learning Semantics: An Opportunity for Effective 6G Communications    Mohamed Sana, Emilio Calvanese Strinati arXiv_AI arXiv_AI  Reconstruction  Represenation_Learning  Knowledge  PDF
• 2021-10-14 SpeechT5: Unified-Modal Encoder-Decoder Pre-training for Spoken Language Processing    Junyi Ao, Rui Wang, Long Zhou, Shujie Liu, Shuo Ren, Yu Wu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei arXiv_CL arXiv_CL  Transformer  Quantization  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-10-13 The Impact of Spatiotemporal Augmentations on Self-Supervised Audiovisual Representation Learning    Haider Al-Tahan, Yalda Mohsenzadeh arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-10-13 OPEn: An Open-ended Physics Environment for Learning Without a Task    Chuang Gan, Abhishek Bhandwaldar, Antonio Torralba, Joshua B. Tenenbaum, Phillip Isola arXiv_RO arXiv_RO  Unsupervised  Represenation_Learning  Contrastive_Learning  PDF
• 2021-10-13 Unsupervised Representation Learning for 3D Point Cloud Data    Jincen Jiang, Xuequan Lu, Wanli Ouyang, Meili Wang arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Point_Cloud  3D  Represenation_Learning  Pose  Classification  Attention  PDF
• 2021-10-13 Duality Temporal-channel-frequency Attention Enhanced Speaker Representation Learning    Li Zhang, Qing Wang, Lei Xie arXiv_SD arXiv_SD  Represenation_Learning  Salient  Pose  Action  Attention  PDF
• 2021-10-13 Well-classified Examples are Underestimated in Classification with Deep Neural Networks    Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Xu Sun arXiv_CV arXiv_CV  Optimization  Represenation_Learning  Adversarial  Pose  Classification  Detection  Image_Classification  PDF
• 2021-10-13 Winning the ICCV'2021 VALUE Challenge: Task-aware Ensemble and Transfer Learning with Visual Concepts    Minchul Shin, Jonghwan Mun, Kyoung-Woon On, Woo-Young Kang, Gunsoo Han, Eun-Sol Kim arXiv_CV arXiv_CV  Transfer_Learning  Optimization  Represenation_Learning  Caption  QA  PDF
• 2021-10-12 Aspect-driven User Preference and News Representation Learning for News Recommendation    Rongyao Wang, Wenpeng Lu, Shoujin Wang, Xueping Peng, Hao Wu, Qian Zhang arXiv_AI arXiv_AI  Represenation_Learning  Pose  Recommendation  PDF
• 2021-10-12 Large-scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification    Zhengyang Chen, Sanyuan Chen, Yu Wu, Yao Qian, Chengyi Wang, Shujie Liu, Yanmin Qian, Michael Zeng arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Speech  Self-Supervised  PDF
• 2021-10-12 UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training    Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li, Xiangzhan Yu arXiv_CL arXiv_CL  Unsupervised  Recognition  Bert  Represenation_Learning  Speech  Self-Supervised  Pose  Action  Speech_Recognition  PDF
• 2021-10-12 Guided-GAN: Adversarial Representation Learning for Activity Recognition with Wearables    Alireza Abedin, Hamid Rezatofighi, Damith C. Ranasinghe arXiv_AI arXiv_AI  Unsupervised  Recognition  Represenation_Learning  Adversarial  Pose  Classification  GAN  Activity  PDF
• 2021-10-12 Action-Sufficient State Representation Learning for Control with Structural Constraints    Biwei Huang, Chaochao Lu, Liu Leqi, José Miguel Hernández-Lobato, Clark Glymour, Bernhard Schölkopf, Kun Zhang arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Relation  PDF
• 2021-10-12 A Prior Guided Adversarial Representation Learning and Hypergraph Perceptual Network for Predicting Abnormal Connections of Alzheimer's Disease    Qiankun Zuo, Baiying Lei, Shuqiang Wang, Yong Liu, Bingchuan Wang, Yanyan Shen arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Adversarial  Pose  Classification  Relation  Medical  PDF
• 2021-10-11 Revitalizing CNN Attentions via Transformers in Self-Supervised Visual Representation Learning    Chongjian Ge, Youwei Liang, Yibing Song, Jianbo Jiao, Jue Wang, Ping Luo arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Enhancement  Recognition  Represenation_Learning  Self-Supervised  Pose  Classification  Detection  Object_Detection  Attention  Image_Classification  PDF
• 2021-10-11 Learning Temporally-Consistent Representations for Data-Efficient Reinforcement Learning    Trevor McInroe, Lukas Schäfer, Stefano V. Albrecht arXiv_AI arXiv_AI  Reinforcement_Learning  Optimization  Represenation_Learning  Self-Supervised  Pose  Action  PDF
• 2021-10-10 Multi-Class Cell Detection Using Spatial Context Representation    Shahira Abousamra, David Belinsky, John Van Arnam, Felicia Allard, Eric Yee, Rajarsi Gupta, Tahsin Kurc, Dimitris Samaras, Joel Saltz, Chao Chen arXiv_CV arXiv_CV  Represenation_Learning  Pose  Classification  Detection  PDF
• 2021-10-10 Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks    Anton Chernyavskiy, Dmitry Ilvovsky, Pavel Kalinin, Preslav Nakov arXiv_AI arXiv_AI  Transformer  Embedding  Represenation_Learning  Classification  Attention  PDF
• 2021-10-10 Feature Imitating Networks    Sari Saba-Sadiya, Tuka Alhanai, Mohammad M Ghassemi arXiv_AI arXiv_AI  Represenation_Learning  Inference  PDF
• 2021-10-10 6D-ViT: Category-Level 6D Object Pose Estimation via Transformer-based Instance Representation Learning    Lu Zou, Zhangjin Huang arXiv_CV arXiv_CV  Transformer  Point_Cloud  3D  Represenation_Learning  Pose_Estimation  Pose  PDF
• 2021-10-10 Weakly Supervised Contrastive Learning    Mingkai Zheng, Fei Wang, Shan You, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu arXiv_CV arXiv_CV  Unsupervised  Weakly_Supervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Attention  PDF
• 2021-10-09 Representation Learning for Online and Offline RL in Low-rank MDPs    Masatoshi Uehara, Xuezhou Zhang, Wen Sun arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  PDF
• 2021-10-09 Vector-quantized Image Modeling with Improved VQGAN    Jiahui Yu, Xin Li, Jing Yu Koh, Han Zhang, Ruoming Pang, James Qin, Alexander Ku, Yuanzhong Xu, Jason Baldridge, Yonghui Wu arXiv_CV arXiv_CV  Transformer  Reconstruction  Unsupervised  Transfer_Learning  Zero-Shot  Represenation_Learning  Pose  Few-Shot  GAN  Language_Model  Prediction  PDF
• 2021-10-09 Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification    Jinghan Sun, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Knowledge  Pose  Classification  Few-Shot  PDF
• 2021-10-09 CLIP-Adapter: Better Vision-Language Models with Feature Adapters    Peng Gao, Shijie Geng, Renrui Zhang, Teli Ma, Rongyao Fang, Yongfeng Zhang, Hongsheng Li, Yu Qiao arXiv_CV arXiv_CV  Zero-Shot  Optimization  Represenation_Learning  Pose  Classification  Few-Shot  Language_Model  Prediction  PDF
• 2021-10-09 Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks    Hongzhan Lin, Jing Ma, Mingfei Cheng, Zhiwei Yang, Liangliang Chen, Guang Chen arXiv_CL arXiv_CL  Represenation_Learning  Pose  Action  Classification  Detection  Relation  Attention  PDF
• 2021-10-09 Arabic Speech Emotion Recognition Employing Wav2vec2.0 and HuBERT Based on BAVED Dataset    Omar Mohamed, Salah A. Aly arXiv_AI arXiv_AI  Recognition  Bert  Represenation_Learning  Speech  Emotion  Deep_Learning  Speech_Recognition  PDF
• 2021-10-08 Contrastive String Representation Learning using Synthetic Data    Urchade Zaratiana arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Pose  Contrastive_Learning  Matching  PDF
• 2021-10-08 Hierarchical Conditional End-to-End ASR with CTC and Multi-Granular Subword Units    Yosuke Higuchi, Keita Karube, Tetsuji Ogawa, Tetsunori Kobayashi arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  Pose  Action  Classification  Speech_Recognition  Prediction  PDF
• 2021-10-08 Improving Pseudo-label Training For End-to-end Speech Recognition Using Gradient Mask    Shaoshi Ling, Chen Shen, Meng Cai, Zejun Ma arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2021-10-07 Pre-training Molecular Graph Representation with 3D Geometry    Shengchao Liu, Hanchen Wang, Weiyang Liu, Joan Lasenby, Hongyu Guo, Jian Tang arXiv_CV arXiv_CV  3D  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-10-07 InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization    Robert Harb, Patrick Knöbelreiter arXiv_CV arXiv_CV  Image_Caption  Segmentation  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Quantitative  PDF
• 2021-10-07 Attention is All You Need? Good Embeddings with Statistics are enough: Audio Understanding WITHOUT Convolutions/Transformers/BERTs/Mixers/Attention/RNNs or    Prateek Verma arXiv_AI arXiv_AI  Transformer  Embedding  Bert  Represenation_Learning  RNN  Classification  Deep_Learning  Attention  CNN  PDF
• 2021-10-06 Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations    Yihong Chen, Pasquale Minervini, Sebastian Riedel, Pontus Stenetorp arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Self-Supervised  Pose  Relation  Prediction  PDF
• 2021-10-06 ActiveMatch: End-to-end Semi-supervised Active Representation Learning    Xinkai Yuan, Zilinghan Li, Gaoang Wang (Zhejiang University-University of Illinois at Urbana-Champaign Institute, Zhejiang University) arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Classification  PDF
• 2021-10-05 Unsupervised Speech Segmentation and Variable Rate Representation Learning using Segmental Contrastive Predictive Coding    Saurabhchand Bhati, Jesús Villalba, Piotr Żelasko, Laureano Moro-Velazquez, Najim Dehak arXiv_SD arXiv_SD  Segmentation  Unsupervised  Represenation_Learning  Speech  Self-Supervised  Pose  Boundary_Detection  Action  Classification  Detection  Object_Detection  CNN  PDF
• 2021-10-05 Debiased Graph Contrastive Learning    Jun Xia, Lirong Wu, Jintao Chen, Ge Wang, Stan Z.Li arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2021-10-05 DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT    Heng-Jui Chang, Shu-wen Yang, Hung-yi Lee arXiv_CL arXiv_CL  Bert  Represenation_Learning  Speech  Self-Supervised  PDF
• 2021-10-05 Attention Augmented Convolutional Transformer for Tabular Time-series    Sharath M Shankaranarayana, Davor Runje arXiv_AI arXiv_AI  Transformer  Embedding  Quantization  Bert  Represenation_Learning  Pose  Classification  Attention  CNN  Language_Model  PDF
• 2021-10-04 How You Move Your Head Tells What You Do: Self-supervised Video Representation Learning with Egocentric Cameras and IMU Sensors    Satoshi Tsutsui, Ruta Desai, Karl Ridgeway arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Activity  PDF
• 2021-10-03 Spatio-Temporal Video Representation Learning for AI Based Video Playback Style Prediction    Rishubh Parihar, Gaurav Ramola, Ranajit Saha, Ravi Kini, Aniket Rege, Sudha Velusamy arXiv_AI arXiv_AI  Recognition  Video_Caption  Represenation_Learning  Pose  Action_Recognition  Action  Classification  Prediction  Recommendation  Video_Retrieval  PDF
• 2021-10-03 Graph Representation Learning for Spatial Image Steganalysis    Qiyun Liu, Hanzhou Wu arXiv_CV arXiv_CV  Represenation_Learning  Attention  GAN  CNN  PDF
• 2021-10-02 Seeking Visual Discomfort: Curiosity-driven Representations for Reinforcement Learning    Elie Aljalbout, Maximilian Ulmer, Rudolph Triebel arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Pose  Attention  PDF
• 2021-10-01 Learning Compact Representations of Neural Networks using DiscriminAtive Masking    Jie Bu, Arka Daw, M. Maruf, Anuj Karpatne arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Classification  Deep_Learning  Image_Classification  Recommendation  PDF
• 2021-10-01 SMATE: Semi-Supervised Spatio-Temporal Representation Learning on Multivariate Time Series    Jingwei Zuo, Karine Zeitouni, Yehia Taher arXiv_AI arXiv_AI  Represenation_Learning  Pose  Classification  Attention  PDF
• 2021-10-01 Reconstruction for Powerful Graph Representations    Leonardo Cotta, Christopher Morris, Bruno Ribeiro arXiv_AI arXiv_AI  Reconstruction  Represenation_Learning  Face  PDF
• 2021-10-01 Self-supervised Secondary Landmark Detection via 3D Representation Learning    Praneet C. Bala, Jan Zimmermann, Hyun Soo Park, Benjamin Y. Hayden arXiv_CV arXiv_CV  Tracking  3D  Represenation_Learning  Knowledge  Self-Supervised  Detection  Relation  Object_Detection  GAN  PDF
• 2021-10-01 Unsupervised Motion Representation Learning with Capsule Autoencoders    Ziwei Xu, Xudong Shen, Yongkang Wong, Mohan S Kankanhalli arXiv_CV arXiv_CV  Unsupervised  Recognition  Represenation_Learning  Pose  Action_Recognition  Action  PDF
• 2021-10-01 Mask or Non-Mask? Robust Face Mask Detector via Triplet-Consistency Representation Learning    Chun-Wei Yang, Thanh-Hai Phung, Hong-Han Shuai, Wen-Huang Cheng arXiv_CV arXiv_CV  Represenation_Learning  Pose  Face  Detection  Object_Detection  Attention  CNN  PDF
• 2021-10-01 A Survey of Knowledge Enhanced Pre-trained Models    Jian Yang, Gang Xiao, Yulong Shen, Wei Jiang, Xinyu Hu, Ying Zhang, Jinghui Peng arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Self-Supervised  Survey  PDF
• 2021-10-01 Inductive Representation Learning in Temporal Networks via Mining Neighborhood and Community Influences    Meng Liu, Yong Liu arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Classification  Prediction  PDF
• 2021-10-01 DualNet: Continual Learning, Fast and Slow    Quang Pham, Chenghao Liu, Steven Hoi arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Knowledge  Self-Supervised  Pose  PDF
• 2021-09-30 SpliceOut: A Simple and Efficient Audio Augmentation Method    Arjit Jain, Pranay Reddy Samala, Deepak Mittal, Preethi Jyoti, Maneesh Singh arXiv_AI arXiv_AI  Unsupervised  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Classification  Speech_Recognition  PDF
• 2021-09-30 Mining for strong gravitational lenses with self-supervised learning    George Stein, Jacqueline Blaum, Peter Harrington, Tomislav Medan, Zarija Lukic arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Survey  Prediction  PDF
• 2021-09-30 A Review of Text Style Transfer using Deep Learning    Martina Toshevska, Sonja Gievska arXiv_AI arXiv_AI  Style_Transfer  Represenation_Learning  Review  Pose  Deep_Learning  PDF
• 2021-09-30 Motion-aware Self-supervised Video Representation Learning via Foreground-background Merging    Shuangrui Ding, Maomao Li, Tianyu Yang, Rui Qian, Haohang Xu, Qingyi Chen, Jue Wang arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Detection  Object_Detection  PDF
• 2021-09-30 Scalable Rule-Based Representation Learning for Interpretable Classification    Zhuo Wang, Wei Zhang, Ning Liu, Jianyong Wang arXiv_AI arXiv_AI  Gradient_Descent  Represenation_Learning  Pose  Classification  PDF
• 2021-09-29 Neural Knitworks: Patched Neural Implicit Representation Networks    Mikolaj Czerkawski, Javier Cardona, Robert Atkinson, Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis arXiv_AI arXiv_AI  Inpainting  Super_Resolution  Represenation_Learning  Knowledge  Adversarial  Pose  Denoising  CNN  Prediction  PDF
• 2021-09-29 Comparison of Self-Supervised Speech Pre-Training Methods on Flemish Dutch    Jakob Poncelet, Hugo Van hamme arXiv_SD arXiv_SD  Unsupervised  Recognition  Represenation_Learning  Speech  Self-Supervised  Speech_Recognition  Matching  PDF
• 2021-09-29 Distribution Knowledge Embedding for Graph Pooling    Kaixuan Chen, Jie Song, Shunyu Liu, Na Yu, Zunlei Feng, Mingli Song arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Pose  PDF
• 2021-09-29 Multimodal Emotion Recognition with High-level Speech and Text Features    Mariana Rodrigues Makiuchi, Kuniaki Uto, Koichi Shinoda arXiv_CL arXiv_CL  Transformer  Recognition  Represenation_Learning  Speech  Pose  Emotion  Action  Classification  Deep_Learning  PDF
• 2021-09-29 Can phones, syllables, and words emerge as side-products of cross-situational audiovisual learning? -- A computational investigation    Khazar Khorrami, Okko Räsänen arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Review  Speech  PDF
• 2021-09-28 Exploratory State Representation Learning    Astrid Merckling, Nicolas Perrin-Gilbert, Alexandre Coninx, Stéphane Doncieux arXiv_RO arXiv_RO  Reinforcement_Learning  Represenation_Learning  Pose  Prediction  PDF
• 2021-09-28 Making Curiosity Explicit in Vision-based RL    Elie Aljalbout, Maximilian Ulmer, Rudolph Triebel arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Attention  PDF
• 2021-09-27 Audio-to-Image Cross-Modal Generation    Maciej Żelaszczyk, Jacek Mańdziuk arXiv_SD arXiv_SD  Reconstruction  Represenation_Learning  Adversarial  Classification  Image_Classification  PDF
• 2021-09-27 Experience feedback using Representation Learning for Few-Shot Object Detection on Aerial Images    Pierre Le Jeune, Mustapha Lebbah, Anissa Mokraoui, Hanene Azzag arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Self-Supervised  Pose  Classification  Detection  Few-Shot  Object_Detection  PDF
• 2021-09-27 ConTIG: Continuous Representation Learning on Temporal Interaction Graphs    Xu Yan, Xiaoliang Fan, Peizhen Yang, Zonghan Wu, Shirui Pan, Longbiao Chen, Yu Zang, Cheng Wang arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Action  Classification  Attention  Inference  Prediction  Recommendation  PDF
• 2021-09-26 Cluster Analysis with Deep Embeddings and Contrastive Learning    Ramakrishnan Sundareswaran, Jansel Herrera-Gerena, John Just, Ali Janessari arXiv_CV arXiv_CV  Embedding  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2021-09-26 Self-Supervised Video Representation Learning by Video Incoherence Detection    Haozhi Cao, Yuecong Xu, Jianfei Yang, Kezhi Mao, Lihua Xie, Jianxiong Yin, Simon See arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Detection  Video_Retrieval  PDF
• 2021-09-24 Discovering Novel Customer Features with Recurrent Neural Networks for Personality Based Financial Services    Charl Maree, Christian W. Omlin arXiv_AI arXiv_AI  Segmentation  Represenation_Learning  RNN  Relation  PDF
• 2021-09-24 Edge but not Least: Cross-View Graph Pooling    Xiaowei Zhou, Jie Yin, Ivor W. Tsang arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Action  Classification  Prediction  PDF
• 2021-09-24 Learning Dual Dynamic Representations on Time-Sliced User-Item Interaction Graphs for Sequential Recommendation    Zeyuan Chen, Wei Zhang, Junchi Yan, Gang Wang, Jianyong Wang arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Prediction  Recommendation  PDF
• 2021-09-24 Dense Contrastive Visual-Linguistic Pretraining    Lei Shi, Kai Shuang, Shijie Geng, Peng Gao, Zuohui Fu, Gerard de Melo, Yunpeng Chen, Sen Su arXiv_CV arXiv_CV  Bert  Sparse  Represenation_Learning  Adversarial  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2021-09-24 Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends    Siddique Latif, Rajib Rana, Sara Khalifa, Raja Jurdak, Junaid Qadir, Björn W. Schuller arXiv_SD arXiv_SD  Recognition  Represenation_Learning  Knowledge  Review  Speech  Emotion  Survey  Classification  Deep_Learning  Speech_Recognition  Prediction  PDF
• 2021-09-24 Holistic Semi-Supervised Approaches for EEG Representation Learning    Guangyi Zhang, Ali Etemad arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Emotion  PDF
• 2021-09-24 AES Are Both Overstable And Oversensitive: Explaining Why And Proposing Defenses    Yaman Kumar Singla, Swapnil Parekh, Somesh Singh, Junyi Jessy Li, Rajiv Ratn Shah, Changyou Chen arXiv_AI arXiv_AI  Embedding  Bert  Represenation_Learning  Adversarial  Speech  Pose  Detection  PDF
• 2021-09-23 Long Short View Feature Decomposition via Contrastive Video Representation Learning    Nadine Behrmann, Mohsen Fayyaz, Juergen Gall, Mehdi Noroozi arXiv_CV arXiv_CV  Segmentation  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Prediction  PDF
• 2021-09-23 How much 'human-like' visual experience do current self-supervised learning algorithms need to achieve human-level object recognition?    A. Emin Orhan arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  PDF
• 2021-09-22 Deep Variational Clustering Framework for Self-labeling of Large-scale Medical Images    Farzin Soleymani, Mohammad Eslami, Tobias Elze, Bernd Bischl, Mina Rezaei arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Pose  Medical  CNN  PDF
• 2021-09-22 KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation    Yongfei Liu, Chenfei Wu, Shao-yen Tseng, Vasudev Lal, Xuming He, Nan Duan arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Knowledge  Self-Supervised  Pose  Detection  Object_Detection  PDF
• 2021-09-22 HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning    Mingyu Derek Ma, Muhao Chen, Te-Lin Wu, Nanyun Peng arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Relation  Inference  PDF
• 2021-09-21 Self-supervised Representation Learning for Reliable Robotic Monitoring of Fruit Anomalies    Taeyeong Choi, Owen Would, Adrian Salazar-Gomez, Grzegorz Cielniak arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Detection  Relation  Autonomous  PDF
• 2021-09-21 CONQUER: Contextual Query-aware Ranking for Video Corpus Moment Retrieval    Zhijian Hou, Chong-Wah Ngo, Wing Kwong Chan arXiv_AI arXiv_AI  Represenation_Learning  Pose  Attention  Video_Retrieval  PDF
• 2021-09-21 Representation Learning for Short Text Clustering    Hui Yin, Xiangyu Song, Shuiqiao Yang, Guangyan Huang, Jianxin Li arXiv_CL arXiv_CL  Unsupervised  Bert  Sparse  Represenation_Learning  Pose  CNN  Language_Model  PDF
• 2021-09-20 Learning to Improve Representations by Communicating About Perspectives    Julius Taylor, Eleni Nisioti, Clément Moulin-Frier arXiv_AI arXiv_AI  Represenation_Learning  Pose  PDF
• 2021-09-19 ARCA23K: An audio dataset for investigating open-set label noise    Turab Iqbal, Yin Cao, Andrew Bailey, Mark D. Plumbley, Wenwu Wang arXiv_SD arXiv_SD  Represenation_Learning  Classification  PDF
• 2021-09-19 Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition    Guolin Zheng, Yubei Xiao, Ke Gong, Pan Zhou, Xiaodan Liang, Liang Lin arXiv_CL arXiv_CL  Embedding  Recognition  Bert  Represenation_Learning  Knowledge  Speech  Attention  Speech_Recognition  Language_Model  PDF
• 2021-09-18 Visual Representation Learning for Preference-Aware Path Planning    Kavan Singh Sikand, Sadegh Rabiee, Adam Uccello, Xuesu Xiao, Garrett Warnell, Joydeep Biswas arXiv_RO arXiv_RO  Segmentation  Semantic_Segmentation  Represenation_Learning  Autonomous  PDF
• 2021-09-18 MM-Deacon: Multimodal molecular domain embedding analysis via contrastive learning    Zhihui Guo, Pramod Kumar Sharma, Liang Du, Robin Abraham arXiv_CL arXiv_CL  Transformer  Embedding  Represenation_Learning  Pose  Contrastive_Learning  Action  Language_Model  PDF
• 2021-09-18 Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems    Di Jin, Shuyang Gao, Seokhwan Kim, Yang Liu, Dilek Hakkani-Tur arXiv_AI arXiv_AI  Zero-Shot  Represenation_Learning  Knowledge  Pose  Detection  Few-Shot  Object_Detection  PDF
• 2021-09-17 Efficient State Representation Learning for Dynamic Robotic Scenarios    Zhaorun Chen, Liang Gong, Te Sun, Binhao Chen, Shenghan Xie, David Filliat, Natalia Díaz-Rodríguez arXiv_AI arXiv_AI  Reinforcement_Learning  Optimization  Represenation_Learning  Pose  Deep_Learning  PDF
• 2021-09-17 Pointly-supervised 3D Scene Parsing with Viewpoint Bottleneck    Liyi Luo, Beiwen Tian, Hao Zhao, Guyue Zhou arXiv_CV arXiv_CV  Scene_Parsing  Point_Cloud  3D  Sparse  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Quantitative  GAN  PDF
• 2021-09-17 Carl-Lead: Lidar-based End-to-End Autonomous Driving with Contrastive Deep Reinforcement Learning    Peide Cai, Sukai Wang, Hengli Wang, Ming Liu arXiv_AI arXiv_AI  Unsupervised  Reinforcement_Learning  Represenation_Learning  Autonomous  PDF
• 2021-09-17 Distilling Linguistic Context for Language Model Compression    Geondo Park, Gyeongman Kim, Eunho Yang arXiv_AI arXiv_AI  Bert  Represenation_Learning  Knowledge  Pose  Relation  Language_Model  PDF
• 2021-09-16 Semi-Supervised Visual Representation Learning for Fashion Compatibility    Ambareesh Revanur, Vijay Kumar, Deepthi Sharma arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Regularization  Pose  Action  Prediction  Matching  PDF
• 2021-09-16 Dense Semantic Contrast for Self-Supervised Visual Representation Learning    Xiaoni Li, Yu Zhou, Yifei Zhang, Aoting Zhang, Wei Wang, Ning Jiang, Haiying Wu, Weiping Wang arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Detection  Relation  Object_Detection  Prediction  PDF
• 2021-09-14 Graph Embedding via Diffusion-Wavelets-Based Node Feature Distribution Characterization    Lili Wang, Chenghan Huang, Weicheng Ma, Xinyuan Cao, Soroush Vosoughi arXiv_AI arXiv_AI  Embedding  Unsupervised  Sparse  Represenation_Learning  Pose  PDF
• 2021-09-14 Self-Supervised Metric Learning With Graph Clustering For Speaker Diarization    Prachi Singh, Sriram Ganapathy arXiv_SD arXiv_SD  Embedding  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-09-14 Comparing Reconstruction- and Contrastive-based Models for Visual Task Planning    Constantinos Chamzas, Martina Lippi, Michael C. Welle, Anastasia Varava, Lydia E. Kavraki, Danica Kragic arXiv_RO arXiv_RO  Reconstruction  Represenation_Learning  PDF
• 2021-09-14 Network representation learning systematic review: ancestors and current development state    Amina Amara, Mohamed Ali Hadj Taieb, Mohamed Ben Aouicha arXiv_AI arXiv_AI  Embedding  Sparse  Represenation_Learning  Review  Pose  Survey  PDF
• 2021-09-13 Predicting the outcome of team movements -- Player time series analysis using fuzzy and deep methods for representation learning    Omid Shokrollahi, Bahman Rohani, Amin Nobakhti arXiv_AI arXiv_AI  Unsupervised  Recognition  Represenation_Learning  Pose  Action  Prediction  PDF
• 2021-09-13 Cross Domain Robot Imitation with Invariant Representation    Zhao-Heng Yin, Lingfeng Sun, Hengbo Ma, Masayoshi Tomizuka, Wu-Jun Li arXiv_RO arXiv_RO  Represenation_Learning  Pose  Action  PDF
• 2021-09-13 Task Guided Compositional Representation Learning for ZDA    Shuang Liu, Mete Ozay arXiv_CV arXiv_CV  Zero-Shot  Represenation_Learning  Knowledge  Pose  Classification  Image_Classification  PDF
• 2021-09-13 Online Unsupervised Learning of Visual Representations and Categories    Mengye Ren, Tyler R. Scott, Michael L. Iuzzolino, Michael C. Mozer, Richard Zemel arXiv_CV arXiv_CV  Unsupervised  Recognition  Represenation_Learning  Self-Supervised  Pose  Action  Few-Shot  PDF
• 2021-09-12 Constructing Phrase-level Semantic Labels to Form Multi-Grained Supervision for Image-Text Retrieval    Zhihao Fan, Zhongyu Wei, Zejun Li, Siyuan Wang, Haijun Shan, Xuanjing Huang, Jianqing Fan arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Pose  Action  Attention  Matching  PDF
• 2021-09-12 Pairwise Supervised Contrastive Learning of Sentence Representations    Dejiao Zhang, Shang-Wen Li, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang arXiv_CL arXiv_CL  Represenation_Learning  Pose  Contrastive_Learning  Inference  PDF
• 2021-09-11 Bayesian Topic Regression for Causal Inference    Maximilian Ahrens, Julian Ashwin, Jan-Peter Calliess, Vu Nguyen arXiv_CL arXiv_CL  Represenation_Learning  Inference  Prediction  PDF
• 2021-09-11 Learning Statistical Representation with Joint Deep Embedded Clustering    Mina Rezaei, Emilio Dorigatti, David Ruegamer, Bernd Bischl arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Pose  Deep_Learning  PDF
• 2021-09-10 Box Embeddings: An open-source library for representation learning using geometric structures    Tejas Chheda, Purujit Goyal, Trang Tran, Dhruvesh Patel, Michael Boratko, Shib Sankar Dasgupta, Andrew McCallum arXiv_CL arXiv_CL  Embedding  Represenation_Learning  PDF
• 2021-09-10 Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding    Zhenzhi Wang, Limin Wang, Tao Wu, Tianhao Li, Gangshan Wu arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Detection  Relation  Matching  PDF
• 2021-09-09 Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts    Hong-Yu Zhou, Chixiang Lu, Sibei Yang, Xiaoguang Han, Yizhou Yu arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  Contrastive_Learning  Classification  Medical  PDF
• 2021-09-09 Deep Active Inference for Pixel-Based Discrete Control: Evaluation on the Car Racing Problem    Niels van Hoeffelen, Pablo Lanillos arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Inference  PDF
• 2021-09-09 Graphine: A Dataset for Graph-aware Terminology Definition Generation    Zequn Liu, Shukai Wang, Yiyang Gu, Ruiyi Zhang, Ming Zhang, Sheng Wang arXiv_CL arXiv_CL  Transformer  Represenation_Learning  Pose  Text_Generation  Medical  Language_Model  PDF
• 2021-09-08 Sequence Level Contrastive Learning for Text Summarization    Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei arXiv_CL arXiv_CL  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Summarization  Text_Generation  PDF
• 2021-09-08 Cross-Site Severity Assessment of COVID-19 from CT Images via Domain Adaptation    Geng-Xin Xu, Chen Liu, Jun Liu, Zhongxiang Ding, Feng Shi, Man Guo, Wei Zhao, Xiaoming Li, Ying Wei, Yaozong Gao, Chuan-Xian Ren, Dinggang Shen arXiv_CV arXiv_CV  Reconstruction  Represenation_Learning  Pose  Face  Classification  PDF
• 2021-09-08 RGB-D Salient Object Detection with Ubiquitous Target Awareness    Yifan Zhao, Jiawei Zhao, Jia Li, Xiaowu Chen arXiv_CV arXiv_CV  Represenation_Learning  Salient  Pose  Action  Detection  Object_Detection  Inference  PDF
• 2021-09-08 Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering    Chenyu You, Nuo Chen, Yuexian Zou arXiv_AI arXiv_AI  Restoration  Represenation_Learning  Speech  Self-Supervised  Pose  Attention  Prediction  QA  PDF
• 2021-09-07 Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology    Joseph Boyd, Mykola Liashuha, Eric Deutsch, Nikos Paragios, Stergios Christodoulidis, Maria Vakalopoulou arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Classification  PDF
• 2021-09-07 Knowledge Distillation Using Hierarchical Self-Supervision Augmented Distribution    Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu arXiv_CV arXiv_CV  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2021-09-07 The DKU-DukeECE System for the Self-Supervision Speaker Verification Task of the 2021 VoxCeleb Speaker Recognition Challenge    Danwei Cai, Ming Li arXiv_SD arXiv_SD  Embedding  Recognition  Represenation_Learning  Self-Supervised  Pose  PDF
• 2021-09-06 Zero-Shot Open Set Detection by Extending CLIP    Sepideh Esmaeilpour, Bing Liu, Eric Robertson, Lei Shu arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  Represenation_Learning  Pose  Classification  Detection  PDF
• 2021-09-06 Enhancing Language Models with Plug-and-Play Large-Scale Commonsense    Wanyun Cui, Xingran Chen arXiv_CL arXiv_CL  Transformer  Embedding  Bert  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Language_Model  PDF
• 2021-09-06 Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction    Bo Wang, Tao Shen, Guodong Long, Tianyi Zhou, Yi Chang arXiv_CL arXiv_CL  Transformer  Embedding  Unsupervised  Sentiment_Classification  Represenation_Learning  Adversarial  Pose  Action  Classification  Sentiment  PDF
• 2021-09-06 Pointspectrum: Equivariance Meets Laplacian Filtering for Graph Representation Learning    Marinos Poiitis, Pavlos Sermpezis, Athena Vakali arXiv_AI arXiv_AI  Represenation_Learning  Pose  PDF
• 2021-09-06 Information Theory-Guided Heuristic Progressive Multi-View Coding    Jiangmeng Li, Wenwen Qiang, Hang Gao, Bing Su, Farid Razzak, Jie Hu, Changwen Zheng, Hui Xiong arXiv_AI arXiv_AI  Optimization  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2021-09-04 Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment    Zhanghexuan Ji, Mohammad Abuzar Shaikh, Dana Moukheiber, Sargur Srihari, Yifan Peng, Mingchen Gao arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Classification  Attention  Matching  PDF
• 2021-09-04 LAViTeR: Learning Aligned Visual and Textual Representations Assisted by Image and Caption Generation    Mohammad Abuzar Shaikh, Zhanghexuan Ji, Dana Moukheiber, Sargur Srihari, Mingchen Gao arXiv_AI arXiv_AI  Image_Caption  Transformer  Embedding  Represenation_Learning  Self-Supervised  Pose  Attention  GAN  Caption  PDF
• 2021-09-04 Multi-modal Representation Learning for Video Advertisement Content Structuring    Daya Guo, Zhaoyang Zeng arXiv_CV arXiv_CV  Embedding  Video_Caption  Represenation_Learning  Speech  Pose  Classification  Relation  Caption  Matching  PDF
• 2021-09-04 Representation Learning for Efficient and Effective Similarity Search and Recommendation    Casper Hansen arXiv_AI arXiv_AI  Represenation_Learning  Recommendation  PDF
• 2021-09-04 Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation    Lin Wang, Yujeong Chae, Kuk-Jin Yoon arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Sparse  Represenation_Learning  Knowledge  Pose  Inference  Prediction  PDF
• 2021-09-03 Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation    Haoran Yang, Wai Lam, Piji Li arXiv_CL arXiv_CL  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Action  NMT  PDF
• 2021-09-02 Learning to Prompt for Vision-Language Models    Kaiyang Zhou, Jingkang Yang, Chen Change Loy, Ziwei Liu arXiv_AI arXiv_AI  Zero-Shot  Optimization  Represenation_Learning  Pose  Language_Model  PDF
• 2021-09-02 Neural News Recommendation with Collaborative News Encoding and Structural User Encoding    Zhiming Mao, Xingshan Zeng, Kam-Fai Wong arXiv_CL arXiv_CL  Represenation_Learning  RNN  Pose  Action  Relation  Attention  CNN  Recommendation  PDF
• 2021-09-01 Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds    Siyuan Huang, Yichen Xie, Song-Chun Zhu, Yixin Zhu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Represenation_Learning  Self-Supervised  Classification  Detection  Object_Detection  PDF
• 2021-08-31 Contrastive Multiview Coding with Electro-optics for SAR Semantic Segmentation    Keumgang Cha, Junghoon Seo, Yeji Choi arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Pose  Deep_Learning  PDF
• 2021-08-31 Sentence Bottleneck Autoencoders from Transformer Language Models    Ivan Montero, Nikolaos Pappas, Noah A. Smith arXiv_CL arXiv_CL  Transformer  Reconstruction  Style_Transfer  Represenation_Learning  Classification  Denoising  Language_Model  PDF
• 2021-08-31 Heterogeneous Graph Neural Network with Multi-view Representation Learning    Zezhi Shao, Yongjun Xu, Wei Wei, Fei Wang, Zhao Zhang, Feida Zhu arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Classification  Prediction  PDF
• 2021-08-30 Font Completion and Manipulation by Cycling Between Multi-Modality Representations    Ye Yuan, Wuyang Chen, Zhaowen Wang, Matthew Fisher, Zhifei Zhang, Zhangyang Wang, Hailin Jin arXiv_CV arXiv_CV  Style_Transfer  Represenation_Learning  Knowledge  Pose  Face  PDF
• 2021-08-29 Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation    Chenkai Sun, Weijiang Li, Jinfeng Xiao, Nikolaus Nova Parulian, ChengXiang Zhai, Heng Ji arXiv_CL arXiv_CL  Represenation_Learning  Knowledge  Pose  Action  Attention  Medical  PDF
• 2021-08-29 Calibrating Class Activation Maps for Long-Tailed Visual Recognition    Chi Zhang, Guosheng Lin, Lvlong Lai, Henghui Ding, Qingyao Wu arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Classification  Prediction  PDF
• 2021-08-29 Variational voxelwise rs-fMRI representation learning: Evaluation of sex, age, and neuropsychiatric signatures    Eloy Geenjaar, Tonya White, Vince Calhoun arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Pose  Classification  Deep_Learning  Relation  Prediction  PDF
• 2021-08-27 Learning Energy-Based Approximate Inference Networks for Structured Applications in NLP    Lifu Tu arXiv_CL arXiv_CL  Represenation_Learning  Adversarial  Pose  Inference  Prediction  PDF
• 2021-08-27 A Partition Filter Network for Joint Entity and Relation Extraction    Zhiheng Yan, Chong Zhang, Jinlan Fu, Qi Zhang, Zhongyu Wei arXiv_CL arXiv_CL  Represenation_Learning  Pose  Action  Relation  Relation_Extraction  PDF
• 2021-08-27 MultiSiam: Self-supervised Multi-instance Siamese Representation Learning for Autonomous Driving    Kai Chen, Lanqing Hong, Hang Xu, Zhenguo Li, Dit-Yan Yeung arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Attention  Autonomous  PDF
• 2021-08-26 A Tutorial on Learning Disentangled Representations in the Imaging Domain    Xiao Liu, Pedro Sanchez, Spyridon Thermos, Alison Q. O'Neil, Sotirios A.Tsaftaris arXiv_CV arXiv_CV  Represenation_Learning  Pose  Relation  Medical  PDF
• 2021-08-26 Drop-DTW: Aligning Common Signal Between Sequences While Dropping Outliers    Nikita Dvornik, Isma Hadji, Konstantinos G. Derpanis, Animesh Garg, Allan D. Jepson arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Matching  PDF
• 2021-08-26 PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning    Xiaoang Shen, Guokai Zhang, Huilin Lai, Jihao Luo, Ye Luo, Jianwei Lu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Pose  Deep_Learning  Relation  Few-Shot  GAN  Medical  PDF
• 2021-08-25 ETA Prediction with Graph Neural Networks in Google Maps    Austin Derrow-Pinion, Jennifer She, David Wong, Oliver Lange, Todd Hester, Luis Perez, Marc Nunkesser, Seongjae Lee, Xueying Guo, Brett Wiltshire, Peter W. Battaglia, Vishal Gupta, Ang Li, Zhongwen Xu, Alvaro Sanchez-Gonzalez, Yujia Li, Petar Veličković arXiv_AI arXiv_AI  Represenation_Learning  Action  Prediction  PDF
• 2021-08-24 NeRP: Implicit Neural Representation Learning with Prior Embedding for Sparsely Sampled Image Reconstruction    Liyue Shen, John Pauly, Lei Xing arXiv_CV arXiv_CV  Reconstruction  Embedding  Sparse  Represenation_Learning  Pose  Deep_Learning  PDF
• 2021-08-24 Temporal Knowledge Consistency for Unsupervised Visual Representation Learning    Weixin Feng, Yuanjiang Wang, Lihua Ma, Ye Yuan, Chi Zhang arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Knowledge  Pose  PDF
• 2021-08-23 TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment    Jianwei Yang, Yonatan Bisk, Jianfeng Gao arXiv_AI arXiv_AI  Transformer  Segmentation  Represenation_Learning  Contrastive_Learning  Action  Activity  Language_Model  Video_Retrieval  PDF
• 2021-08-21 Unsupervised Local Discrimination for Medical Images    Huai Chen, Renzhen Wang, Jieyu Li, Qing Peng, Deyu Meng, Lisheng Wang arXiv_CV arXiv_CV  Segmentation  Embedding  Unsupervised  Represenation_Learning  Pose  Medical  PDF
• 2021-08-20 Geometry-Aware Self-Training for Unsupervised Domain Adaptationon Object Point Clouds    Longkun Zou, Hui Tang, Ke Chen, Kui Jia arXiv_CV arXiv_CV  Unsupervised  Point_Cloud  Represenation_Learning  Regularization  Self-Supervised  Pose  Classification  PDF
• 2021-08-19 Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval    Xinyu Zhang, Xueguang Ma, Peng Shi, Jimmy Lin arXiv_CL arXiv_CL  Zero-Shot  Sparse  Represenation_Learning  PDF
• 2021-08-19 DESYR: Definition and Syntactic Representation Based Claim Detection on the Web    Megha Sundriyal, Parantak Singh, Md Shad Akhtar, Shubhashis Sengupta, Tanmoy Chakraborty arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Pose  Detection  Language_Model  PDF
• 2021-08-19 Category-Level 6D Object Pose Estimation via Cascaded Relation and Recurrent Reconstruction Networks    Jiaze Wang, Kai Chen, Qi Dou arXiv_CV arXiv_CV  Reconstruction  Point_Cloud  3D  Represenation_Learning  Pose_Estimation  Knowledge  Pose  Relation  Matching  PDF
• 2021-08-19 Self-Supervised Video Representation Learning with Meta-Contrastive Network    Yuanze Lin, Xun Guo, Yan Lu arXiv_AI arXiv_AI  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Video_Retrieval  PDF
• 2021-08-18 Emotion Recognition from Multiple Modalities: Fundamentals and Methodologies    Sicheng Zhao, Guoli Jia, Jufeng Yang, Guiguang Ding, Kurt Keutzer arXiv_AI arXiv_AI  Recognition  Optimization  Represenation_Learning  Speech  Emotion  PDF
• 2021-08-18 A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework    Munan Ning, Cheng Bian, Dong Wei, Chenglang Yuan, Yaohua Wang, Yang Guo, Kai Ma, Yefeng Zheng arXiv_CV arXiv_CV  Segmentation  Unsupervised  Represenation_Learning  Pose  Deep_Learning  Medical  PDF
• 2021-08-18 Self-Supervised Visual Representations Learning by Contrastive Mask Prediction    Yucheng Zhao, Guangting Wang, Chong Luo, Wenjun Zeng, Zheng-Jun Zha arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Caption  Prediction  PDF
• 2021-08-17 MVCNet: Multiview Contrastive Network for Unsupervised Representation Learning for 3D CT Lesions    Penghua Zhai, Huaiwei Cong, Gangming Zhao, Chaowei Fang, Jinpeng Li arXiv_AI arXiv_AI  Embedding  Unsupervised  3D  Represenation_Learning  Self-Supervised  Pose  Classification  Deep_Learning  PDF
• 2021-08-17 Learning by Aligning: Visible-Infrared Person Re-identification using Cross-Modal Correspondences    Hyunjong Park, Sanghoon Lee, Junghyup Lee, Bumsub Ham arXiv_CV arXiv_CV  Person_Re-identification  Represenation_Learning  Pose  Detection  Object_Detection  Re-identification  PDF
• 2021-08-16 Clustering augmented Self-Supervised Learning: Anapplication to Land Cover Mapping    Rahul Ghosh, Xiaowei Jia, Chenxi Lin, Zhenong Jin, Vipin Kumar arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  PDF
• 2021-08-16 Efficient Feature Representations for Cricket Data Analysis using Deep Learning based Multi-Modal Fusion Model    Souridas Alaka, Rishikesh Sreekumar, Hrithwik Shalu arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Deep_Learning  Prediction  PDF
• 2021-08-15 Maps Search Misspelling Detection Leveraging Domain-Augmented Contextual Representations    Yutong Li arXiv_CL arXiv_CL  Bert  Represenation_Learning  RNN  Deep_Learning  Detection  Object_Detection  PDF
• 2021-08-14 Unsupervised Disentanglement without Autoencoding: Pitfalls and Future Directions    Andrea Burns, Aaron Sarna, Dilip Krishnan, Aaron Maschinot arXiv_CV arXiv_CV  Unsupervised  Optimization  Represenation_Learning  Regularization  Contrastive_Learning  PDF
• 2021-08-14 Voxel-wise Cross-Volume Representation Learning for 3D Neuron Reconstruction    Heng Wang, Chaoyi Zhang, Jianhui Yu, Yang Song, Siqi Liu, Wojciech Chrzanowski, Weidong Cai arXiv_CV arXiv_CV  Reconstruction  Segmentation  3D  Represenation_Learning  Pose  Deep_Learning  Inference  PDF
• 2021-08-14 Collaborative Unsupervised Visual Representation Learning from Decentralized Data    Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang, Shuai Yi arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2021-08-13 SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation    Chenyu You, Yuan Zhou, Ruihan Zhao, Lawrence Staib, James S. Duncan arXiv_AI arXiv_AI  Segmentation  Unsupervised  Represenation_Learning  Pose  Medical  PDF
• 2021-08-12 Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual Representations    Josh Beal, Hao-Yu Wu, Dong Huk Park, Andrew Zhai, Dmitry Kislyuk arXiv_AI arXiv_AI  Transformer  Embedding  Represenation_Learning  Classification  Relation  CNN  PDF
• 2021-08-12 HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations    Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, Isaiah Onando Mulang, Johannes Hoffart arXiv_CL arXiv_CL  Embedding  3D  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Ontology  Relation  Prediction  PDF
• 2021-08-12 Graph Trend Networks for Recommendations    Wenqi Fan, Xiaorui Liu, Wei Jin, Xiangyu Zhao, Jiliang Tang, Qing Li arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Recommendation  PDF
• 2021-08-11 Learning Bias-Invariant Representation by Cross-Sample Mutual Information Minimization    Wei Zhu, Haitian Zheng, Haofu Liao, Weijian Li, Jiebo Luo arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Adversarial  Pose  Deep_Learning  Relation  PDF
• 2021-08-11 Representation Learning for Remote Sensing: An Unsupervised Sensor Fusion Approach    Aidan M. Swope, Xander H. Rudelis, Kyle T. Story arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Classification  CNN  PDF
• 2021-08-11 Learning Deep Multimodal Feature Representation with Asymmetric Multi-layer Fusion    Yikai Wang, Fuchun Sun, Ming Lu, Anbang Yao arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Pose  Action  PDF
• 2021-08-10 Self-supervised Consensus Representation Learning for Attributed Graph    Changshu Liu, Liangjian Wen, Zhao Kang, Guangchun Luo, Ling Tian arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Self-Supervised  Pose  Classification  CNN  PDF
• 2021-08-10 Localized Graph Collaborative Filtering    Yiqi Wang, Chaozhuo Li, Mingzheng Li, Wei Jin, Yuming Liu, Hao Sun, Xing Xie arXiv_AI arXiv_AI  Embedding  Sparse  Represenation_Learning  Pose  Action  Recommendation  PDF
• 2021-08-09 DRINet: A Dual-Representation Iterative Learning Network for Point Cloud Segmentation    Maosheng Ye, Shuangjie Xu, Tongyi Cao, Qifeng Chen arXiv_CV arXiv_CV  Segmentation  Point_Cloud  Sparse  Represenation_Learning  Pose  Action  Classification  Inference  PDF
• 2021-08-09 Encoding Heterogeneous Social and Political Context for Entity Stance Prediction    Shangbin Feng, Zilong Chen, Peisheng Yu, Minnan Luo arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Detection  Relation  GAN  CNN  Prediction  PDF
• 2021-08-09 Towards to Robust and Generalized Medical Image Segmentation Framework    Yurong Chen arXiv_AI arXiv_AI  Reconstruction  Segmentation  Unsupervised  Transfer_Learning  Represenation_Learning  Knowledge  Review  Pose  Deep_Learning  Medical  PDF
• 2021-08-08 OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning    Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu arXiv_AI arXiv_AI  Image_Caption  Represenation_Learning  Pose  Caption  PDF
• 2021-08-08 Skeleton-Contrastive 3D Action Representation Learning    Fida Mohammad Thoker, Hazel Doughty, Cees G.M. Snoek arXiv_CV arXiv_CV  Recognition  3D  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  PDF
• 2021-08-08 Contrastive Representation Learning for Rapid Intraoperative Diagnosis of Skull Base Tumors Imaged Using Stimulated Raman Histology    Cheng Jiang, Abhishek Bhattacharya, Joseph Linzey, Rushikesh Joshi, Sung Jik Cha, Sudharsan Srinivasan, Daniel Alber, Akhil Kondepudi, Esteban Urias, Balaji Pandian, Wajd Al-Holou, Steve Sullivan, B. Gregory Thompson, Jason Heth, Chris Freudiger, Siri Khalsa, Donato Pacione, John G. Golfinos, Sandra Camelo-Piragua, Daniel A. Orringer, Honglak Lee, Todd Hollon arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Contrastive_Learning  CNN  PDF
• 2021-08-07 Towards Discriminative Representation Learning for Unsupervised Person Re-identification    Takashi Isobe, Dong Li, Lu Tian, Weihua Chen, Yi Shan, Shengjin Wang arXiv_AI arXiv_AI  Person_Re-identification  Unsupervised  Optimization  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  Re-identification  PDF
• 2021-08-07 W2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training    Yu-An Chung, Yu Zhang, Wei Han, Chung-Cheng Chiu, James Qin, Ruoming Pang, Yonghui Wu arXiv_SD arXiv_SD  Unsupervised  Bert  Represenation_Learning  Speech  Self-Supervised  Pose  Contrastive_Learning  Language_Model  Prediction  PDF
• 2021-08-07 DySR: A Dynamic Representation Learning and Aligning based Model for Service Bundle Recommendation    Mingyi Liu, Zhiying Tu, Xiaofei Xu, Zhongjie Wang arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Recommendation  PDF
• 2021-08-06 DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features    Min Yang, Dongliang He, Miao Fan, Baorong Shi, Xuetong Xue, Fu Li, Errui Ding, Jizhou Huang arXiv_CV arXiv_CV  Image_Caption  Represenation_Learning  Image_Retrieval  Pose  Attention  PDF
• 2021-08-05 Applying the Information Bottleneck Principle to Prosodic Representation Learning    Guangyan Zhang, Ying Qin, Daxin Tan, Tan Lee arXiv_SD arXiv_SD  Reconstruction  Represenation_Learning  Speech  Pose  PDF
• 2021-08-05 Video Contrastive Learning with Global Context    Haofei Kuang, Yi Zhu, Zhi Zhang, Xinyu Li, Joseph Tighe, Sören Schwertfeger, Cyrill Stachniss, Mu Li arXiv_AI arXiv_AI  Image_Caption  Represenation_Learning  Regularization  Self-Supervised  Action_Localization  Pose  Contrastive_Learning  Action  Classification  Video_Retrieval  PDF
• 2021-08-05 Adaptive Normalized Representation Learning for Generalizable Face Anti-Spoofing    Shubao Liu, Ke-Yue Zhang, Taiping Yao, Mingwei Bi, Shouhong Ding, Jilin Li, Feiyue Huang, Lizhuang Ma arXiv_CV arXiv_CV  Optimization  Represenation_Learning  Pose  Face  Action  Attention  PDF
• 2021-08-05 Security and Privacy Enhanced Gait Authentication with Random Representation Learning and Digital Lockers    Lam Tran, Thuc Nguyen, Hyunil Kim, Deokjai Choi arXiv_CV arXiv_CV  Optimization  Represenation_Learning  Pose  Action  Matching  PDF
• 2021-08-04 Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization    Rui Qian, Yuxi Li, Huabin Liu, John See, Shuangrui Ding, Xian Liu, Dian Li, Weiyao Lin arXiv_CV arXiv_CV  Video_Caption  Optimization  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2021-08-04 Semi-weakly Supervised Contrastive Representation Learning for Retinal Fundus Images    Boon Peng Yap, Beng Koon Ng arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Weakly_Supervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Medical  PDF
• 2021-08-04 Point Discriminative Learning for Unsupervised Representation Learning on 3D Point Clouds    Fayao Liu, Guosheng Lin, Chuan-Sheng Foo arXiv_CV arXiv_CV  Reconstruction  Segmentation  Unsupervised  Point_Cloud  3D  Represenation_Learning  Pose  Face  Quantitative  Classification  Deep_Learning  PDF
• 2021-08-04 Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning    Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot arXiv_CV arXiv_CV  Unsupervised  Recognition  Point_Cloud  3D  Represenation_Learning  Pose  Action_Recognition  Action  Attention  PDF
• 2021-08-03 Solo-learn: A Library of Self-supervised Methods for Visual Representation Learning    Victor G. Turrisi da Costa, Enrico Fini, Moin Nabi, Nicu Sebe, Elisa Ricci arXiv_CV arXiv_CV  OCR  Represenation_Learning  Self-Supervised  PDF
• 2021-08-03 Improving Music Performance Assessment with Contrastive Learning    Pavan Seshadri, Alexander Lerch arXiv_SD arXiv_SD  Represenation_Learning  Pose  Contrastive_Learning  Classification  CNN  PDF
• 2021-08-03 Spectral Graph Convolutional Networks WithLifting-based Adaptive Graph Wavelets    Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard arXiv_AI arXiv_AI  Sparse  Represenation_Learning  Pose  Attention  CNN  PDF
• 2021-08-02 Self-Supervised Disentangled Representation Learning for Third-Person Imitation Learning    Jinghuan Shang, Michael S. Ryoo arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Action  PDF
• 2021-08-02 Self-supervised Audiovisual Representation Learning for Remote Sensing Data    Konrad Heidler, Lichao Mou, Di Hu, Pu Jin, Guangyao Li, Chuang Gan, Ji-Rong Wen, Xiao Xiang Zhu arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Represenation_Learning  Self-Supervised  Pose  Deep_Learning  PDF
• 2021-08-02 Congested Crowd Instance Localization with Dilated Convolutional Swin Transformer    Junyu Gao, Maoguo Gong, Xuelong Li arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Pose  Action  CNN  PDF
• 2021-08-01 DECAF: Deep Extreme Classification with Label Features    Anshul Mittal, Kunal Dahiya, Sheshansh Agrawal, Deepak Saini, Sumeet Agarwal, Purushottam Kar, Manik Varma arXiv_CL arXiv_CL  Represenation_Learning  Classification  Inference  Prediction  Recommendation  PDF
• 2021-07-31 Learning Instance-level Spatial-Temporal Patterns for Person Re-identification    Min Ren, Lingxiao He, Xingyu Liao, Wu Liu, Yunlong Wang, Tieniu Tan arXiv_CV arXiv_CV  Person_Re-identification  Represenation_Learning  Pose  Re-identification  PDF
• 2021-07-30 Object-aware Contrastive Learning for Debiased Scene Representation    Sangwoo Mo, Hyunwoo Kang, Kihyuk Sohn, Chun-Liang Li, Jinwoo Shin arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Relation  PDF
• 2021-07-30 Random vector functional link neural network based ensemble deep learning for short-term load forecasting    Ruobin Gao, Liang Du, P.N. Suganthan, Qin Zhou, Kum Fai Yuen arXiv_AI arXiv_AI  Enhancement  Represenation_Learning  Pose  Deep_Learning  PDF
• 2021-07-29 Learning Geometry-Guided Depth via Projective Modeling for Monocular 3D Object Detection    Yinmin Zhang, Xinzhu Ma, Shuai Yi, Jun Hou, Zhihui Wang, Wanli Ouyang, Dan Xu arXiv_CV arXiv_CV  3D  Represenation_Learning  Pose  Action  Detection  Relation  Object_Detection  Autonomous  Prediction  PDF
• 2021-07-29 Hierarchical Self-supervised Augmented Knowledge Distillation    Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  PDF
• 2021-07-28 Graph Constrained Data Representation Learning for Human Motion Segmentation    Mariella Dimiccoli, Lluís Garrido, Guillem Rodriguez-Corominas, Herwig Wendt arXiv_CV arXiv_CV  Segmentation  Unsupervised