Represenation_Learning

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