Represenation_Learning

2022-12-08 Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning Rui Wang, Dongdong Chen, Zuxuan Wu, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Lu Yuan, Yu-Gang Jiang arXiv_CV arXiv_CV Transformer Represenation_Learning Self-Supervised Pose PDF
2022-12-08 Alleviating neighbor bias: augmenting graph self-supervise learning with structural equivalent positive samples Jiawei Zhu, Mei Hong, Ronghua Du, Haifeng Li arXiv_AI arXiv_AI Enhancement Represenation_Learning Self-Supervised Pose Classification PDF
2022-12-08 Group Generalized Mean Pooling for Vision Transformer Byungsoo Ko, Han-Gyu Kim, Byeongho Heo, Sangdoo Yun, Sanghyuk Chun, Geonmo Gu, Wonjae Kim arXiv_CV arXiv_CV Transformer Represenation_Learning Image_Retrieval Classification Attention CNN PDF
2022-12-07 Learning Graph Search Heuristics Michal Pándy, Weikang Qiu, Gabriele Corso, Petar Veličković, Rex Ying, Jure Leskovec, Pietro Liò arXiv_AI arXiv_AI Embedding Represenation_Learning PDF
2022-12-07 Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning Kyuyong Shin, Hanock Kwak, Wonjae Kim, Jisu Jeong, Seungjae Jung, Kyung-Min Kim, Jung-Woo Ha, Sang-Woo Lee arXiv_CL arXiv_CL Transfer_Learning Represenation_Learning Pose Language_Model Recommendation PDF
2022-12-07 Improved Self-Supervised Multilingual Speech Representation Learning Combined with Auxiliary Language Information Fenglin Ding, Genshun Wan, Pengcheng Li, Jia Pan, Cong Liu arXiv_CL arXiv_CL Transformer Embedding Recognition Represenation_Learning Adversarial Speech Self-Supervised Speech_Recognition PDF
2022-12-06 Understanding Self-Predictive Learning for Reinforcement Learning Yunhao Tang, Zhaohan Daniel Guo, Pierre Harvey Richemond, Bernardo Ávila Pires, Yash Chandak, Rémi Munos, Mark Rowland, Mohammad Gheshlaghi Azar, Charline Le Lan, Clare Lyle, András György, Shantanu Thakoor, Will Dabney, Bilal Piot, Daniele Calandriello, Michal Valko arXiv_AI arXiv_AI Reinforcement_Learning Optimization Represenation_Learning Pose Prediction PDF
2022-12-06 Self-supervised and Weakly Supervised Contrastive Learning for Frame-wise Action Representations Minghao Chen, Renbo Tu, Chenxi Huang, Yuqi Lin, Boxi Wu, Deng Cai arXiv_CV arXiv_CV Transformer Embedding Weakly_Supervised Represenation_Learning Self-Supervised Pose Contrastive_Learning Action Classification Inference PDF
2022-12-06 Semi-Supervised Object Detection with Object-wise Contrastive Learning and Regression Uncertainty Honggyu Choi, Zhixiang Chen, Xuepeng Shi, Tae-Kyun Kim arXiv_CV arXiv_CV Represenation_Learning Pose Contrastive_Learning Classification Detection Object_Detection PDF
2022-12-06 Self-supervised Graph Representation Learning for Black Market Account Detection Zequan Xu, Lianyun Li, Hui Li, Qihang Sun, Shaofeng Hu, Rongrong Ji arXiv_AI arXiv_AI Represenation_Learning Knowledge Self-Supervised Pose Detection PDF
2022-12-05 Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation Zhongju Yuan, Zhenkun Wang, Genghui Li arXiv_AI arXiv_AI Represenation_Learning Adversarial Pose Action Relation Few-Shot Relation_Extraction PDF
2022-12-05 MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning Yizhi Li, Ruibin Yuan, Ge Zhang, Yinghao Ma, Chenghua Lin, Xingran Chen, Anton Ragni, Hanzhi Yin, Zhijie Hu, Haoyu He, Emmanouil Benetos, Norbert Gyenge, Ruibo Liu, Jie Fu arXiv_AI arXiv_AI Represenation_Learning Self-Supervised Face Deep_Learning PDF
2022-12-05 GARF:Geometry-Aware Generalized Neural Radiance Field Yue Shi, Dingyi Rong, Bingbing Ni, Chang Chen, Wenjun Zhang arXiv_CV arXiv_CV Unsupervised 3D Optimization Represenation_Learning Pose Face PDF
2022-12-05 End-to-end Recording Device Identification Based on Deep Representation Learning Chunyan Zeng, Dongliang Zhu, Zhifeng Wang, Minghu Wu, Wei Xiong, Nan Zhao arXiv_SD arXiv_SD Represenation_Learning Pose Deep_Learning Attention PDF
2022-12-05 Hierarchical Contrast for Unsupervised Skeleton-based Action Representation Learning Jianfeng Dong, Shengkai Sun, Zhonglin Liu, Shujie Chen, Baolong Liu, Xun Wang arXiv_CV arXiv_CV Unsupervised Recognition Represenation_Learning Pose Action_Recognition Action PDF
2022-12-04 Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering Duy M. H. Nguyen, Hoang Nguyen, Mai T. N. Truong, Tri Cao, Binh T. Nguyen, Nhat Ho, Paul Swoboda, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag arXiv_CV arXiv_CV Transformer Segmentation Embedding Unsupervised 3D Represenation_Learning Self-Supervised Pose Detection Attention Medical Language_Model Prediction PDF
2022-12-04 Hyperbolic Curvature Graph Neural Network Menglin Yang, Min Zhou, Lujia Pan, Irwin King arXiv_AI arXiv_AI Embedding Represenation_Learning Pose Classification Prediction PDF
2022-12-03 Intermediate Entity-based Sparse Interpretable Representation Learning Diego Garcia-Olano, Yasumasa Onoe, Joydeep Ghosh, Byron C. Wallace arXiv_CL arXiv_CL Transformer Embedding Zero-Shot Sparse Represenation_Learning Pose Medical PDF
2022-12-03 RHO : Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding Ziwei Ji, Zihan Liu, Nayeon Lee, Tiezheng Yu, Bryan Wilie, Min Zeng, Pascale Fung arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Relation Attention Language_Model QA PDF
2022-12-02 Compound Tokens: Channel Fusion for Vision-Language Representation Learning Maxwell Mbabilla Aladago, AJ Piergiovanni arXiv_CV arXiv_CV Transformer Represenation_Learning Pose VQA Attention Language_Model QA PDF
2022-12-02 Generative Reasoning Integrated Label Noise Robust Deep Image Representation Learning in Remote Sensing Gencer Sumbul, Begüm Demir arXiv_CV arXiv_CV Image_Caption Represenation_Learning Deep_Learning Attention PDF
2022-12-02 MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series Qianwen Meng, Hangwei Qian, Yong Liu, Yonghui Xu, Zhiqi Shen, Lizhen Cui arXiv_AI arXiv_AI Unsupervised Represenation_Learning Pose Contrastive_Learning Classification PDF
2022-12-02 FedCoCo: A Memory Efficient Federated Self-supervised Framework for On-Device Visual Representation Learning Jiahe Shi, Yawen Wu, Dewen Zeng, Jingtong Hu, Yiyu Shi arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Pose Contrastive_Learning Deep_Learning PDF
2022-12-02 UIU-Net: U-Net in U-Net for Infrared Small Object Detection Xin Wu, Danfeng Hong, Jocelyn Chanussot arXiv_CV arXiv_CV Represenation_Learning Pose Classification Detection Object_Detection Attention PDF
2022-12-01 Universe Points Representation Learning for Partial Multi-Graph Matching Zhakshylyk Nurlanov, Frank R. Schmidt, Florian Bernard arXiv_AI arXiv_AI Represenation_Learning Pose Deep_Learning Matching PDF
2022-12-01 Hyperbolic Contrastive Learning for Visual Representations beyond Objects Songwei Ge, Shlok Mishra, Simon Kornblith, Chun-Liang Li, David Jacobs arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Zero-Shot Represenation_Learning Pose Contrastive_Learning Action Classification Detection Object_Detection Image_Classification PDF
2022-12-01 A General Purpose Supervisory Signal for Embodied Agents Kunal Pratap Singh, Jordi Salvador, Luca Weihs, Aniruddha Kembhavi arXiv_AI arXiv_AI Represenation_Learning Self-Supervised Pose Contrastive_Learning Relation PDF
2022-12-01 CL4CTR: A Contrastive Learning Framework for CTR Prediction Fangye Wang, Yingxu Wang, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang, Ning Gu arXiv_AI arXiv_AI Embedding Represenation_Learning Self-Supervised Pose Contrastive_Learning Action Prediction PDF
2022-12-01 FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning Yulei Qin, Xingyu Chen, Chao Chen, Yunhang Shen, Bo Ren, Yun Gu, Jie Yang, Chunhua Shen arXiv_CV arXiv_CV Represenation_Learning Pose Contrastive_Learning Few-Shot PDF
2022-12-01 Unbiased Heterogeneous Scene Graph Generation with Relation-aware Message Passing Neural Network Kanghoon Yoon, Kibum Kim, Jinyoung Moon, Chanyoung Park arXiv_AI arXiv_AI Represenation_Learning Pose Action Relation Visual_Relation PDF
2022-12-01 Localization vs. Semantics: How Can Language Benefit Visual Representation Learning? Zhuowan Li (1), Cihang Xie (2), Benjamin Van Durme (1), Alan Yuille (1) ((1) Johns Hopkins University, (2) University of California, Santa Cruz) arXiv_CV arXiv_CV Represenation_Learning Language_Model Prediction PDF
2022-11-30 Spatio-Temporal Crop Aggregation for Video Representation Learning Sepehr Sameni, Simon Jenni, Paolo Favaro arXiv_CV arXiv_CV Embedding Transfer_Learning Sparse Represenation_Learning Self-Supervised Pose Action Classification Summarization Inference Prediction PDF
2022-11-29 Hierarchical Transformer for Survival Prediction Using Multimodality Whole Slide Images and Genomics Chunyuan Li, Xinliang Zhu, Jiawen Yao, Junzhou Huang arXiv_CV arXiv_CV Transformer Represenation_Learning Pose Action Attention Prediction PDF
2022-11-29 Procedural Image Programs for Representation Learning Manel Baradad, Chun-Fu Chen, Jonas Wulff, Tongzhou Wang, Rogerio Feris, Antonio Torralba, Phillip Isola arXiv_CV arXiv_CV Image_Caption Transformer Unsupervised Represenation_Learning Knowledge Pose PDF
2022-11-29 Language-driven Open-Vocabulary 3D Scene Understanding Runyu Ding, Jihan Yang, Chuhui Xue, Wenqing Zhang, Song Bai, Xiaojuan Qi arXiv_CV arXiv_CV Transformer Segmentation Embedding 3D Zero-Shot Represenation_Learning Knowledge Pose Contrastive_Learning Caption PDF
2022-11-29 Lightweight Structure-Aware Attention for Visual Understanding Heeseung Kwon, Francisco M. Castro, Manuel J. Marin-Jimenez, Nicolas Guil, Karteek Alahari arXiv_CV arXiv_CV Transformer Embedding Represenation_Learning Pose Attention PDF
2022-11-29 Disentangled Generation with Information Bottleneck for Few-Shot Learning Zhuohang Dang, Jihong Wang, Minnan Luo, Chengyou Jia, Caixia Yan, Qinghua Zheng arXiv_CV arXiv_CV Represenation_Learning Pose Few-Shot PDF
2022-11-29 Mind the Gap: Scanner-induced domain shifts pose challenges for representation learning in histopathology Frauke Wilm, Marco Fragoso, Christof A. Bertram, Nikolas Stathonikos, Mathias Öttl, Jingna Qiu, Robert Klopfleisch, Andreas Maier, Marc Aubreville, Katharina Breininger arXiv_CV arXiv_CV Transformer Segmentation Represenation_Learning Self-Supervised Pose PDF
2022-11-29 Encoder-Decoder Model for Suffix Prediction in Predictive Monitoring Efrén Rama-Maneiro, Pablo Monteagudo-Lago, Juan C. Vidal, Manuel Lama arXiv_AI arXiv_AI Represenation_Learning Pose Attention Activity Inference Prediction PDF
2022-11-29 Survey on Self-Supervised Multimodal Representation Learning and Foundation Models Sushil Thapa arXiv_AI arXiv_AI Represenation_Learning Self-Supervised Survey Deep_Learning PDF
2022-11-28 SgVA-CLIP: Semantic-guided Visual Adapting of Vision-Language Models for Few-shot Image Classification Fang Peng, Xiaoshan Yang, Changsheng Xu arXiv_CV arXiv_CV Transformer Represenation_Learning Knowledge Self-Supervised Pose Classification Few-Shot Image_Classification Language_Model PDF
2022-11-28 Good helper is around you: Attention-driven Masked Image Modeling Jie Gui, Zhengqi Liu, Hao Luo arXiv_CV arXiv_CV Transformer Segmentation Represenation_Learning Self-Supervised Pose Detection Attention PDF
2022-11-28 Tackling Visual Control via Multi-View Exploration Maximization Mingqi Yuan, Xin Jin, Bo Li, Wenjun Zeng arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Knowledge Action PDF
2022-11-28 On the Sample Complexity of Representation Learning in Multi-task Bandits with Global and Local structure Alessio Russo, Alexandre Proutiere arXiv_AI arXiv_AI Represenation_Learning Knowledge PDF
2022-11-27 Impact of Labelled Set Selection and Supervision Policies on Semi-supervised Learning Shuvendu Roy, Ali Etemad arXiv_CV arXiv_CV Unsupervised Represenation_Learning Knowledge PDF
2022-11-27 Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges Kourosh T. Baghaei, Amirreza Payandeh, Pooya Fayyazsanavi, Shahram Rahimi, Zhiqian Chen, Somayeh Bakhtiari Ramezani arXiv_AI arXiv_AI Represenation_Learning Deep_Learning PDF
2022-11-27 A Time Series is Worth 64 Words: Long-term Forecasting with Transformers Yuqi Nie, Nam H. Nguyen, Phanwadee Sinthong, Jayant Kalagnanam arXiv_AI arXiv_AI Transformer Segmentation Embedding Represenation_Learning Self-Supervised Pose Attention PDF
2022-11-27 A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Medical Images Wei Chen, Chen Li, Dan Chen, Xin Luo arXiv_AI arXiv_AI Transformer Segmentation Unsupervised Semantic_Segmentation Recognition Restoration Optimization Represenation_Learning Knowledge Self-Supervised Pose Contrastive_Learning Classification Medical PDF
2022-11-26 CMC v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors Junlin Hou, Jilan Xu, Nan Zhang, Yi Wang, Yuejie Zhang, Xiaobo Zhang, Rui Feng arXiv_CV arXiv_CV Transformer 3D Represenation_Learning Pose Classification Detection PDF
2022-11-26 A Unified Framework for Contrastive Learning from a Perspective of Affinity Matrix Wenbin Li, Meihao Kong, Xuesong Yang, Lei Wang, Jing Huo, Yang Gao, Jiebo Luo arXiv_CV arXiv_CV Unsupervised Represenation_Learning Regularization Pose Contrastive_Learning PDF
2022-11-26 Rethinking Alignment and Uniformity in Unsupervised Image Semantic Segmentation Daoan Zhang, Chenming Li, Haoquan Li, Wenjian Huang, Lingyun Huang, Jianguo Zhang arXiv_AI arXiv_AI Segmentation Unsupervised Semantic_Segmentation Represenation_Learning Pose Attention PDF
2022-11-26 Progressive Disentangled Representation Learning for Fine-Grained Controllable Talking Head Synthesis Duomin Wang, Yu Deng, Zixin Yin, Heung-Yeung Shum, Baoyuan Wang arXiv_CV arXiv_CV Reconstruction Represenation_Learning Speech Pose Emotion Contrastive_Learning Relation PDF
2022-11-26 Mitigating Relational Bias on Knowledge Graphs Yu-Neng Chuang, Kwei-Herng Lai, Ruixiang Tang, Mengnan Du, Chia-Yuan Chang, Na Zou, Xia Hu arXiv_AI arXiv_AI Represenation_Learning Knowledge Knowledge_Graph Pose Relation PDF
2022-11-25 Less Data, More Knowledge: Building Next Generation Semantic Communication Networks Christina Chaccour, Walid Saad, Merouane Debbah, Zhu Han, H. Vincent Poor arXiv_AI arXiv_AI Represenation_Learning Knowledge Pose Relation PDF
2022-11-25 Molecular Joint Representation Learning via Multi-modal Information Tianyu Wu, Yang Tang, Qiyu Sun, Luolin Xiong arXiv_AI arXiv_AI Transformer Represenation_Learning Pose Attention Prediction PDF
2022-11-25 XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning Pritam Sarkar, Ali Etemad arXiv_CV arXiv_CV Reconstruction Represenation_Learning Knowledge Self-Supervised Pose Action Classification PDF
2022-11-24 MaskPlace: Fast Chip Placement via Reinforced Visual Representation Learning Yao Lai, Yao Mu, Ping Luo arXiv_CV arXiv_CV Reinforcement_Learning Sparse Represenation_Learning Action Autonomous PDF
2022-11-23 How do Cross-View and Cross-Modal Alignment Affect Representations in Contrastive Learning? Thomas M. Hehn, Julian F.P. Kooij, Dariu M. Gavrila arXiv_CV arXiv_CV Transformer Segmentation Point_Cloud Represenation_Learning Self-Supervised Contrastive_Learning Detection Object_Detection Prediction PDF
2022-11-23 Device Directedness with Contextual Cues for Spoken Dialog Systems Dhanush Bekal, Sundararajan Srinivasan, Sravan Bodapati, Srikanth Ronanki, Katrin Kirchhoff arXiv_CL arXiv_CL Transformer Recognition Represenation_Learning RNN Speech Self-Supervised Pose Classification Speech_Recognition PDF
2022-11-23 Distilling Knowledge from Self-Supervised Teacher by Embedding Graph Alignment Yuchen Ma, Yanbei Chen, Zeynep Akata arXiv_CV arXiv_CV Transformer Embedding Represenation_Learning Knowledge Self-Supervised Relation PDF
2022-11-23 Representation Learning for Continuous Action Spaces is Beneficial for Efficient Policy Learning Tingting Zhao, Ying Wang, Wei Sun, Yarui Chen, Gang Niub, Masashi Sugiyama arXiv_AI arXiv_AI Unsupervised Reinforcement_Learning Represenation_Learning Pose Action Deep_Learning PDF
2022-11-23 SS-CXR: Multitask Representation Learning using Self Supervised Pre-training from Chest X-Rays Syed Muhammad Anwar, Abhijeet Parida, Sara Atito, Muhammad Awais, Gustavo Nino, Josef Kitler, Marius George Linguraru arXiv_CV arXiv_CV Transformer Segmentation Represenation_Learning Self-Supervised Pose Detection PDF
2022-11-22 $beta$-Multivariational Autoencoder for Entangled Representation Learning in Video Frames Fatemeh Nouri, Robert Bergevin arXiv_CV arXiv_CV Segmentation Tracking Represenation_Learning Pose Action PDF
2022-11-22 On the Transferability of Visual Features in Generalized Zero-Shot Learning Paola Cascante-Bonilla, Leonid Karlinsky, James Seale Smith, Yanjun Qi, Vicente Ordonez arXiv_CV arXiv_CV Transformer Zero-Shot Represenation_Learning Knowledge Self-Supervised CNN PDF
2022-11-22 PointCMC: Cross-Modal Multi-Scale Correspondences Learning for Point Cloud Understanding Honggu Zhou, Xiaogang Peng, Jiawei Mao, Zizhao Wu, Ming Zeng arXiv_CV arXiv_CV Segmentation Point_Cloud 3D Represenation_Learning Self-Supervised Pose Classification PDF
2022-11-22 Disentangled Feature Learning for Real-Time Neural Speech Coding Xue Jiang, Xiulian Peng, Yuan Zhang, Yan Lu arXiv_SD arXiv_SD Embedding Represenation_Learning Speech Self-Supervised Pose PDF
2022-11-21 A Simple Parametric Classification Baseline for Generalized Category Discovery Xin Wen, Bingchen Zhao, Xiaojuan Qi arXiv_CV arXiv_CV Represenation_Learning Knowledge Classification PDF
2022-11-21 Disentangled Representation Learning Xin Wang, Hong Chen, Si'ao Tang, Zihao Wu, Wenwu Zhu arXiv_AI arXiv_AI Represenation_Learning Review Adversarial Relation GAN PDF
2022-11-21 Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations Peng Jin, Jinfa Huang, Fenglin Liu, Xian Wu, Shen Ge, Guoli Song, David A. Clifton, Jie Chen arXiv_CV arXiv_CV Represenation_Learning Pose Contrastive_Learning Inference Video_Retrieval PDF
2022-11-21 Data-Driven Offline Decision-Making via Invariant Representation Learning Han Qi, Yi Su, Aviral Kumar, Sergey Levine arXiv_AI arXiv_AI Reinforcement_Learning OCR Optimization Represenation_Learning Action Prediction PDF
2022-11-21 Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text Qianhui Wu, Huiqiang Jiang, Haonan Yin, Borje F. Karlsson, Chin-Yew Lin arXiv_CL arXiv_CL Transformer Represenation_Learning Knowledge Self-Supervised Pose Detection Language_Model Prediction PDF
2022-11-21 VATLM: Visual-Audio-Text Pre-Training with Unified Masked Prediction for Speech Representation Learning Qiushi Zhu, Long Zhou, Ziqiang Zhang, Shujie Liu, Binxing Jiao, Jie Zhang, Lirong Dai, Daxin Jiang, Jinyu Li, Furu Wei arXiv_AI arXiv_AI Transformer Recognition Bert Represenation_Learning Speech Pose Action Speech_Recognition Language_Model Prediction PDF
2022-11-21 Video Background Music Generation: Dataset, Method and Evaluation Le Zhuo, Zhaokai Wang, Baisen Wang, Yue Liao, Stanley Peng, Chenxi Bao, Miao Lu, Xiaobo Li, Si Liu arXiv_CV arXiv_CV Represenation_Learning Knowledge Pose Relation PDF
2022-11-21 Unifying Vision-Language Representation Space with Single-tower Transformer Jiho Jang, Chaerin Kong, Donghyeon Jeon, Seonhoon Kim, Nojun Kwak arXiv_CV arXiv_CV Transformer Zero-Shot Represenation_Learning Pose Contrastive_Learning Caption PDF
2022-11-20 Font Representation Learning via Paired-glyph Matching Junho Cho, Kyuewang Lee, Jin Young Choi arXiv_CV arXiv_CV Transfer_Learning Style_Transfer Represenation_Learning Knowledge Pose Matching PDF
2022-11-20 Towards Generalizable Graph Contrastive Learning: An Information Theory Perspective Yige Yuan, Bingbing Xu, Huawei Shen, Qi Cao, Keting Cen, Wen Zheng, Xueqi Cheng arXiv_AI arXiv_AI Represenation_Learning Pose Contrastive_Learning PDF
2022-11-20 RHCO: A Relation-aware Heterogeneous Graph Neural Network with Contrastive Learning for Large-scale Graphs Ziming Wan, Deqing Wang, Xuehua Ming, Fuzhen Zhuang, Chenguang Du, Ting Jiang, Zhengyang Zhao arXiv_AI arXiv_AI Embedding Represenation_Learning Pose Contrastive_Learning Relation PDF
2022-11-20 SeDR: Segment Representation Learning for Long Documents Dense Retrieval Junying Chen, Qingcai Chen, Dongfang Li, Yutao Huang arXiv_CL arXiv_CL Transformer Embedding Represenation_Learning Pose Action PDF
2022-11-19 A survey on knowledge-enhanced multimodal learning Maria Lymperaiou, Giorgos Stamou arXiv_AI arXiv_AI Transformer Represenation_Learning Knowledge Knowledge_Graph Survey PDF
2022-11-19 Efficient Video Representation Learning via Masked Video Modeling with Motion-centric Token Selection Sunil Hwang, Jaehong Yoon, Youngwan Lee, Sung Ju Hwang arXiv_CV arXiv_CV Transformer Recognition Represenation_Learning Self-Supervised Pose Action_Recognition Action Classification PDF
2022-11-18 Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information Ahmed Ben Saad, Kristina Prokopetc, Josselin Kherroubi, Axel Davy, Adrien Courtois, Gabriele Facciolo arXiv_CV arXiv_CV Segmentation Represenation_Learning Self-Supervised Pose Contrastive_Learning Classification Attention PDF
2022-11-18 Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization Zongshang Pang, Yuta Nakashima, Mayu Otani, Hajime Nagahara arXiv_CV arXiv_CV Unsupervised Represenation_Learning Pose Classification Summarization Image_Classification PDF
2022-11-18 Contrastive Positive Sample Propagation along the Audio-Visual Event Line Jinxing Zhou, Dan Guo, Meng Wang arXiv_CV arXiv_CV Weakly_Supervised Represenation_Learning Self-Supervised Pose Contrastive_Learning Prediction PDF
2022-11-17 Self-Supervised Visual Representation Learning via Residual Momentum Trung X. Pham, Axi Niu, Zhang Kang, Sultan Rizky Madjid, Ji Woo Hong, Daehyeok Kim, Joshua Tian Jin Tee, Chang D. Yoo arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Pose Contrastive_Learning Attention PDF
2022-11-17 Data Dimension Reduction makes ML Algorithms efficient Wisal Khan, Muhammad Turab, Waqas Ahmad, Syed Hasnat Ahmad, Kelash Kumar, Bin Luo arXiv_CV arXiv_CV Unsupervised Gradient_Descent Represenation_Learning Pose Classification PDF
2022-11-16 CASPR: Customer Activity Sequence-based Prediction and Representation Pin-Jung Chen, Sahil Bhatnagar, Damian Konrad Kowalczyk, Mayank Shrivastava arXiv_AI arXiv_AI Transformer Embedding Represenation_Learning Pose Action Detection Activity Prediction PDF
2022-11-16 A Two-Stage Deep Representation Learning-Based Speech Enhancement Method Using Variational Autoencoder and Adversarial Training Yang Xiang, Jesper Lisby Højvang, Morten Højfeldt Rasmussen, Mads Græsbøll Christensen arXiv_SD arXiv_SD Reconstruction Enhancement Represenation_Learning Adversarial Speech Pose PDF
2022-11-16 A Unified Multimodal De- and Re-coupling Framework for RGB-D Motion Recognition Benjia Zhou, Pichao Wang, Jun Wan, Yanyan Liang, Fan Wang arXiv_CV arXiv_CV Recognition Optimization Represenation_Learning Regularization Knowledge Pose Face Classification Video_Classification PDF
2022-11-16 MAGE: MAsked Generative Encoder to Unify Representation Learning and Image Synthesis Tianhong Li, Huiwen Chang, Shlok Kumar Mishra, Han Zhang, Dina Katabi, Dilip Krishnan arXiv_CV arXiv_CV Transformer Represenation_Learning Self-Supervised Pose GAN PDF
2022-11-16 CL2R: Compatible Lifelong Learning Representations Niccolo Biondi, Federico Pernici, Matteo Bruni, Daniele Mugnai, Alberto Del Bimbo arXiv_CV arXiv_CV Represenation_Learning Pose PDF
2022-11-16 Boosting Object Representation Learning via Motion and Object Continuity Quentin Delfosse, Wolfgang Stammer, Thomas Rothenbacher, Dwarak Vittal, Kristian Kersting arXiv_CV arXiv_CV Reconstruction Unsupervised Represenation_Learning Pose Detection Object_Detection Optical_Flow PDF
2022-11-16 Fair contrastive pre-training for geographic images Miao Zhang, Rumi Chunara arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Recognition Represenation_Learning Self-Supervised Pose Prediction PDF
2022-11-16 Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images Yejia Zhang, Nishchal Sapkota, Pengfei Gu, Yaopeng Peng, Hao Zheng, Danny Z. Chen arXiv_CV arXiv_CV Segmentation 3D Represenation_Learning Pose Contrastive_Learning Action GAN PDF
2022-11-15 Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, Danny Z. Chen arXiv_CV arXiv_CV Segmentation Unsupervised 3D Represenation_Learning Self-Supervised Pose Contrastive_Learning Medical PDF
2022-11-15 A Point in the Right Direction: Vector Prediction for Spatially-aware Self-supervised Volumetric Representation Learning Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Hao Zheng, Peixian Liang, Danny Z. Chen arXiv_CV arXiv_CV Reconstruction Segmentation Transfer_Learning 3D Represenation_Learning Self-Supervised Pose Medical Prediction PDF
2022-11-15 Region Embedding with Intra and Inter-View Contrastive Learning Liang Zhang, Cheng Long, Gao Cong arXiv_CV arXiv_CV Embedding Unsupervised Represenation_Learning Knowledge Pose Contrastive_Learning Action Prediction PDF
2022-11-15 NAR-Former: Neural Architecture Representation Learning towards Holistic Attributes Prediction Yun Yi, Haokui Zhang, Wenze Hu, Nannan Wang, Xiaoyu Wang arXiv_AI arXiv_AI Transformer Represenation_Learning Pose Deep_Learning Inference Prediction PDF
2022-11-15 HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk Prediction Youru Li, Zhenfeng Zhu, Xiaobo Guo, Shaoshuai Li, Yuchen Yang, Yao Zhao arXiv_AI arXiv_AI Embedding Represenation_Learning RNN Pose Deep_Learning Relation Attention Prediction PDF
2022-11-15 Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs Kyle Richardson, Ronen Tamari, Oren Sultan, Reut Tsarfaty, Dafna Shahaf, Ashish Sabharwal arXiv_CL arXiv_CL Transformer Tracking Represenation_Learning Pose Relation Prediction QA PDF
2022-11-14 EVA: Exploring the Limits of Masked Visual Representation Learning at Scale Yuxin Fang, Wen Wang, Binhui Xie, Quan Sun, Ledell Wu, Xinggang Wang, Tiejun Huang, Xinlong Wang, Yue Cao arXiv_CV arXiv_CV Segmentation Transfer_Learning Semantic_Segmentation Recognition Represenation_Learning Action_Recognition Action Quantitative Detection Object_Detection PDF
2022-11-14 MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets Ziyang Ma, Zhisheng Zhen, Changli Tang, Yujin Wang, Xie Chen arXiv_SD arXiv_SD Transformer Bert Represenation_Learning Speech Self-Supervised Pose PDF
2022-11-14 Evaluating Distribution System Reliability with Hyperstructures Graph Convolutional Nets Yuzhou Chen, Tian Jiang, Miguel Heleno, Alexandre Moreira, Yulia R. Gel arXiv_AI arXiv_AI Represenation_Learning Pose Deep_Learning Attention CNN PDF
2022-11-12 Structure-Preserving 3D Garment Modeling with Neural Sewing Machines Xipeng Chen, Guangrun Wang, Dizhong Zhu, Xiaodan Liang, Philip H. S. Torr, Liang Lin arXiv_CV arXiv_CV Reconstruction Embedding 3D Represenation_Learning Pose Face Attention PDF
2022-11-12 Large-scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation Yusong Wu, Ke Chen, Tianyu Zhang, Yuchen Hui, Taylor Berg-Kirkpatrick, Shlomo Dubnov arXiv_SD arXiv_SD Zero-Shot Represenation_Learning Pose Contrastive_Learning Classification Caption PDF
2022-11-12 MARLIN: Masked Autoencoder for facial video Representation LearnINg Zhixi Cai, Shreya Ghosh, Kalin Stefanov, Abhinav Dhall, Jianfei Cai, Hamid Rezatofighi, Reza Haffari, Munawar Hayat arXiv_CV arXiv_CV Embedding Unsupervised Recognition Represenation_Learning Self-Supervised Pose Face Detection PDF
2022-11-12 Improving the Robustness of DistilHuBERT to Unseen Noisy Conditions via Data Augmentation, Curriculum Learning, and Multi-Task Enhancement Heitor R. Guimarães, Arthur Pimentel, Anderson R. Avila, Mehdi Rezagholizadeh, Tiago H. Falk arXiv_SD arXiv_SD Enhancement Recognition Bert Represenation_Learning Speech Self-Supervised Pose Emotion Action PDF
2022-11-11 More Generalized and Personalized Unsupervised Representation Learning In A Distributed System Yuewei Yang, Jingwei Sun, Ang Li, Hai Li, Yiran Chen arXiv_CV arXiv_CV Unsupervised Represenation_Learning Pose Contrastive_Learning PDF
2022-11-11 Masked Contrastive Representation Learning Yuchong Yao, Nandakishor Desai, Marimuthu Palaniswami arXiv_CV arXiv_CV Transformer Reconstruction Unsupervised Represenation_Learning Self-Supervised Contrastive_Learning PDF
2022-11-11 CCPrompt: Counterfactual Contrastive Prompt-Tuning for Many-Class Classification Yang Li, Canran Xu, Tao Shen, Jing Jiang, Guodong Long arXiv_CL arXiv_CL Represenation_Learning Knowledge Pose Action Classification Relation Few-Shot Relation_Extraction Text_Generation PDF
2022-11-10 Can one hear the position of nodes? Rami Puzis arXiv_SD arXiv_SD Recognition Represenation_Learning PDF
2022-11-10 Self-supervised learning with bi-label masked speech prediction for streaming multi-talker speech recognition Zili Huang, Zhuo Chen, Naoyuki Kanda, Jian Wu, Yiming Wang, Jinyu Li, Takuya Yoshioka, Xiaofei Wang, Peidong Wang arXiv_SD arXiv_SD Recognition Represenation_Learning Speech Self-Supervised Pose Speech_Recognition Prediction PDF
2022-11-10 Vis2Mus: Exploring Multimodal Representation Mapping for Controllable Music Generation Runbang Zhang, Yixiao Zhang, Kai Shao, Ying Shan, Gus Xia arXiv_SD arXiv_SD Style_Transfer Represenation_Learning Face PDF
2022-11-10 Few-shot Classification with Hypersphere Modeling of Prototypes Ning Ding, Yulin Chen, Ganqu Cui, Xiaobin Wang, Hai-Tao Zheng, Zhiyuan Liu, Pengjun Xie arXiv_CV arXiv_CV Embedding Represenation_Learning Pose Face Classification Few-Shot PDF
2022-11-08 Exploring Graph-aware Multi-View Fusion for Rumor Detection on Social Media Yang Wu, Jing Yang, Xiaojun Zhou, Liming Wang, Zhen Xu arXiv_CL arXiv_CL Represenation_Learning Pose Classification Detection CNN PDF
2022-11-08 Exploiting segmentation labels and representation learning to forecast therapy response of PDAC patients Alexander Ziller, Ayhan Can Erdur, Friederike Jungmann, Daniel Rueckert, Rickmer Braren, Georgios Kaissis arXiv_CV arXiv_CV Segmentation Represenation_Learning Pose Classification Prediction PDF
2022-11-08 Cross-view Graph Contrastive Representation Learning on Partially Aligned Multi-view Data Yiming Wang, Dongxia Chang, Zhiqiang Fu, Jie Wen, Yao Zhao arXiv_CV arXiv_CV Represenation_Learning Pose Contrastive_Learning Classification PDF
2022-11-08 GENIUS: A Novel Solution for Subteam Replacement with Clustering-based Graph Neural Network Chuxuan Hu, Qinghai Zhou, Hanghang Tong arXiv_AI arXiv_AI Unsupervised Represenation_Learning Knowledge Self-Supervised Pose Relation PDF
2022-11-08 Hyperbolic Graph Representation Learning: A Tutorial Min Zhou, Menglin Yang, Lujia Pan, Irwin King arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose GAN Recommendation PDF
2022-11-07 On minimal variations for unsupervised representation learning Vivien Cabannes, Alberto Bietti, Randall Balestriero arXiv_AI arXiv_AI Unsupervised Represenation_Learning Self-Supervised PDF
2022-11-07 Body Part-Based Representation Learning for Occluded Person Re-Identification Vladimir Somers, Christophe De Vleeschouwer, Alexandre Alahi arXiv_CV arXiv_CV Person_Re-identification Represenation_Learning Pose Attention Re-identification Matching PDF
2022-11-07 Contrastive Classification and Representation Learning with Probabilistic Interpretation Rahaf Aljundi, Yash Patel, Milan Sulc, Daniel Olmeda, Nikolay Chumerin arXiv_CV arXiv_CV Represenation_Learning Pose Contrastive_Learning Classification PDF
2022-11-07 Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables Erxin Yu, Lan Du, Yuan Jin, Zhepei Wei, Yi Chang arXiv_AI arXiv_AI Transformer Quantization Represenation_Learning Attention Language_Model Prediction PDF
2022-11-07 Generalized Product-of-Experts for Learning Multimodal Representations in Noisy Environments Abhinav Joshi, Naman Gupta, Jinang Shah, Binod Bhattarai, Ashutosh Modi, Danail Stoyanov arXiv_AI arXiv_AI Segmentation 3D Represenation_Learning Pose_Estimation Speech Pose Action Quantitative PDF
2022-11-07 ERNIE-SAT: Speech and Text Joint Pretraining for Cross-Lingual Multi-Speaker Text-to-Speech Xiaoran Fan, Chao Pang, Tian Yuan, He Bai, Renjie Zheng, Pengfei Zhu, Shuohuan Wang, Junkun Chen, Zeyu Chen, Liang Huang, Yu Sun, Hua Wu arXiv_SD arXiv_SD Embedding Represenation_Learning Speech Pose Inference PDF
2022-11-07 Complete Cross-triplet Loss in Label Space for Audio-visual Cross-modal Retrieval Donghuo Zeng, Yanan Wang, Jianming Wu, Kazushi Ikeda arXiv_AI arXiv_AI Represenation_Learning Pose Relation PDF
2022-11-07 Performance and utility trade-off in interpretable sleep staging Irfan Al-Hussaini, Cassie S. Mitchell arXiv_AI arXiv_AI Embedding Represenation_Learning Pose Deep_Learning PDF
2022-11-06 Distilling Representations from GAN Generator via Squeeze and Span Yu Yang, Xiaotian Cheng, Chang Liu, Hakan Bilen, Xiangyang Ji arXiv_CV arXiv_CV Image_Caption Represenation_Learning Knowledge Adversarial Self-Supervised Pose GAN PDF
2022-11-05 Local Manifold Augmentation for Multiview Semantic Consistency Yu Yang, Wing Yin Cheung, Chang Liu, Xiangyang Ji arXiv_CV arXiv_CV Represenation_Learning Sketch Self-Supervised Pose PDF
2022-11-04 Geometry-Complete Perceptron Networks for 3D Molecular Graphs Alex Morehead, Jianlin Cheng arXiv_AI arXiv_AI 3D Represenation_Learning Action Deep_Learning GAN Prediction PDF
2022-11-04 Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment Dong Hoon Lee, Sungik Choi, Hyunwoo Kim, Sae-Young Chung arXiv_CV arXiv_CV Unsupervised Transfer_Learning Optimization Represenation_Learning Pose Prediction PDF
2022-11-03 Logographic Information Aids Learning Better Representations for Natural Language Inference Zijian Jin, Duygu Ataman arXiv_CL arXiv_CL Embedding Represenation_Learning Face GAN Inference Language_Model PDF
2022-11-03 Phonetic-assisted Multi-Target Units Modeling for Improving Conformer-Transducer ASR system Li Li, Dongxing Xu, Haoran Wei, Yanhua Long arXiv_SD arXiv_SD Recognition Represenation_Learning Speech Pose Speech_Recognition PDF
2022-11-02 SLICER: Learning universal audio representations using low-resource self-supervised pre-training Ashish Seth, Sreyan Ghosh, S. Umesh, Dinesh Manocha arXiv_CL arXiv_CL Transformer Unsupervised Represenation_Learning Speech Self-Supervised Pose Contrastive_Learning Classification PDF
2022-11-02 On the Informativeness of Supervision Signals Ilia Sucholutsky, Raja Marjieh, Nori Jacoby, Thomas L. Griffiths arXiv_AI arXiv_AI Transformer Represenation_Learning Contrastive_Learning Classification Deep_Learning PDF
2022-11-02 Chinese CLIP: Contrastive Vision-Language Pretraining in Chinese An Yang, Junshu Pan, Junyang Lin, Rui Men, Yichang Zhang, Jingren Zhou, Chang Zhou arXiv_CV arXiv_CV Transformer Zero-Shot Represenation_Learning Pose Contrastive_Learning Classification Image_Classification PDF
2022-11-02 MuMIC -- Multimodal Embedding for Multi-label Image Classification with Tempered Sigmoid Fengjun Wang, Sarai Mizrachi, Moran Beladev, Guy Nadav, Gil Amsalem, Karen Lastmann Assaraf, Hadas Harush Boker arXiv_CV arXiv_CV Image_Caption Embedding Transfer_Learning Zero-Shot Optimization Represenation_Learning Knowledge Pose Classification Image_Classification Prediction PDF
2022-11-02 data2vec-aqc: Search for the right Teaching Assistant in the Teacher-Student training setup Vasista Sai Lodagala, Sreyan Ghosh, S. Umesh arXiv_AI arXiv_AI Represenation_Learning Speech Self-Supervised Pose Action Language_Model PDF
2022-11-02 Joint Data and Feature Augmentation for Self-Supervised Representation Learning on Point Clouds Zhuheng Lu, Yuewei Dai, Weiqing Li, Zhiyong Su arXiv_CV arXiv_CV Segmentation Point_Cloud Represenation_Learning Self-Supervised Pose Contrastive_Learning Classification Attention PDF
2022-11-02 RegCLR: A Self-Supervised Framework for Tabular Representation Learning in the Wild Weiyao Wang, Byung-Hak Kim, Varun Ganapathi arXiv_CV arXiv_CV Transformer Recognition Represenation_Learning Self-Supervised Detection PDF
2022-11-02 Deep Multimodal Fusion for Generalizable Person Re-identification Suncheng Xiang, Hao Chen, Jingsheng Gao, Sijia Du, Jiawang Mou, Ting Liu, Dahong Qian, Yuzhuo Fu arXiv_CV arXiv_CV Transformer Surveillance Person_Re-identification Unsupervised Represenation_Learning Knowledge Pose Re-identification PDF
2022-11-02 SyncTalkFace: Talking Face Generation with Precise Lip-Syncing via Audio-Lip Memory Se Jin Park, Minsu Kim, Joanna Hong, Jeongsoo Choi, Yong Man Ro arXiv_AI arXiv_AI 3D Represenation_Learning Speech Pose Face Inference PDF
2022-11-02 Behavior Prior Representation learning for Offline Reinforcement Learning Hongyu Zang, Xin Li, Jie Yu, Chen Liu, Riashat Islam, Remi Tachet Des Combes, Romain Laroche arXiv_AI arXiv_AI Transformer Reinforcement_Learning Represenation_Learning Pose Action PDF
2022-11-02 Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach Kaiwen Yang, Yanchao Sun, Jiahao Su, Fengxiang He, Xinmei Tian, Furong Huang, Tianyi Zhou, Dacheng Tao arXiv_CV arXiv_CV Represenation_Learning Knowledge Adversarial Pose Deep_Learning Medical Autonomous PDF
2022-11-01 Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound Paul F. R. Wilson, Mahdi Gilany, Amoon Jamzad, Fahimeh Fooladgar, Minh Nguyen Nhat To, Brian Wodlinger, Purang Abolmaesumi, Parvin Mousavi arXiv_CV arXiv_CV Represenation_Learning Knowledge Self-Supervised Deep_Learning Detection PDF
2022-11-01 Disentangled representation learning for multilingual speaker recognition Kihyun Nam, Youkyum Kim, Hee Soo Heo, Jee-weon Jung, Joon Son Chung arXiv_SD arXiv_SD Embedding Recognition Represenation_Learning Pose PDF
2022-11-01 Improving Variational Autoencoders with Density Gap-based Regularization Jianfei Zhang, Jun Bai, Chenghua Lin, Yanmeng Wang, Wenge Rong arXiv_AI arXiv_AI Unsupervised Optimization Represenation_Learning Regularization Knowledge Pose Language_Model PDF
2022-11-01 Self-supervised Character-to-Character Distillation Tongkun Guan, Wei Shen arXiv_CV arXiv_CV Segmentation Recognition Represenation_Learning Self-Supervised Pose PDF
2022-11-01 HFN: Heterogeneous Feature Network for Multivariate Time Series Anomaly Detection Jun Zhan, Chengkun Wu, Canqun Yang, Qiucheng Miao, Xiandong Ma arXiv_AI arXiv_AI Embedding Represenation_Learning Pose Detection Relation Attention Prediction PDF
2022-10-31 Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information Riashat Islam, Manan Tomar, Alex Lamb, Yonathan Efroni, Hongyu Zang, Aniket Didolkar, Dipendra Misra, Xin Li, Harm van Seijen, Remi Tachet des Combes, John Langford arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Pose PDF
2022-10-31 Disentangled Controllable Features Jacob E. Kooi, Mark Hoogendoorn, Vincent François-Lavet arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Pose PDF
2022-10-31 PAGE: Prototype-Based Model-Level Explanations for Graph Neural Networks Yong-Min Shin, Sun-Woo Kim, Won-Yong Shin arXiv_AI arXiv_AI Embedding Represenation_Learning Pose Quantitative Classification Relation Attention Matching PDF
2022-10-31 Towards Relation-centered Pooling and Convolution for Heterogeneous Graph Learning Networks Tiehua Zhang, Yuze Liu, Yao Yao, Youhua Xia, Xin Chen, Xiaowei Huang, Jiong Jin arXiv_AI arXiv_AI Embedding Represenation_Learning Pose Classification Relation Attention PDF
2022-10-31 Unified Optimal Transport Framework for Universal Domain Adaptation Wanxing Chang, Ye Shi, Hoang Duong Tuan, Jingya Wang arXiv_CV arXiv_CV Represenation_Learning Knowledge Pose PDF
2022-10-30 DyG2Vec: Representation Learning for Dynamic Graphs with Self-Supervision Mohammad Ali Alomrani, Mahdi Biparva, Yingxue Zhang, Mark Coates arXiv_AI arXiv_AI Transformer Embedding Represenation_Learning Self-Supervised Action Inference PDF
2022-10-30 Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework Yiming Chen, Yan Zhang, Bin Wang, Zuozhu Liu, Haizhou Li arXiv_CL arXiv_CL Embedding Unsupervised Represenation_Learning Pose Relation PDF
2022-10-29 Rare Wildlife Recognition with Self-Supervised Representation Learning Xiaochen Zheng arXiv_CV arXiv_CV Recognition Represenation_Learning Self-Supervised Contrastive_Learning Action Prediction PDF
2022-10-29 Speaker Representation Learning via Contrastive Loss with Maximal Speaker Separability Zhe Li, Man-Wai Mak arXiv_SD arXiv_SD Embedding Represenation_Learning Pose Contrastive_Learning PDF
2022-10-29 Application of Knowledge Distillation to Multi-task Speech Representation Learning Mine Kerpicci, Van Nguyen, Shuhua Zhang, Erik Visser arXiv_CL arXiv_CL Recognition Bert Represenation_Learning Knowledge Speech Self-Supervised Pose Speech_Recognition PDF
2022-10-29 Differentiable Data Augmentation for Contrastive Sentence Representation Learning Tianduo Wang, Wei Lu arXiv_CL arXiv_CL Represenation_Learning Pose Contrastive_Learning Language_Model PDF
2022-10-29 Leveraging Orbital Information and Atomic Feature in Deep Learning Model Xiangrui Yang arXiv_AI arXiv_AI Embedding OCR Represenation_Learning Pose Deep_Learning Prediction PDF
2022-10-29 Articulatory Representation Learning Via Joint Factor Analysis and Neural Matrix Factorization Jiachen Lian, Alan W Black, Yijing Lu, Louis Goldstein, Shinji Watanabe, Gopala K. Anumanchipalli arXiv_SD arXiv_SD Sparse Gesture Represenation_Learning Speech Pose Contour PDF
2022-10-29 Pair DETR: Contrastive Learning Speeds Up DETR Training Mehdi Iranmanesh, Xiaotong Chen, Kuo-Chin Lien arXiv_CV arXiv_CV Transformer Represenation_Learning Self-Supervised Pose Contrastive_Learning Classification Detection Object_Detection PDF
2022-10-28 RESUS: Warm-Up Cold Users via Meta-Learning Residual User Preferences in CTR Prediction Yanyan Shen, Lifan Zhao, Weiyu Cheng, Zibin Zhang, Wenwen Zhou, Kangyi Lin arXiv_AI arXiv_AI Optimization Sparse Represenation_Learning Knowledge Pose Action Few-Shot Prediction Recommendation PDF
2022-10-28 A Survey on Causal Representation Learning and Future Work for Medical Image Analysis Changjie Lu arXiv_CV arXiv_CV Transfer_Learning Represenation_Learning Pose Survey Relation Medical Inference PDF
2022-10-28 A comprehensive study on self-supervised distillation for speaker representation learning Zhengyang Chen, Yao Qian, Bing Han, Yanmin Qian, Michael Zeng arXiv_SD arXiv_SD Represenation_Learning Self-Supervised Pose Contrastive_Learning PDF
2022-10-28 Speaker recognition with two-step multi-modal deep cleansing Ruijie Tao, Kong Aik Lee, Zhan Shi, Haizhou Li arXiv_SD arXiv_SD Recognition Represenation_Learning Knowledge Pose PDF
2022-10-28 GM-TCNet: Gated Multi-scale Temporal Convolutional Network using Emotion Causality for Speech Emotion Recognition Jia-Xin Ye, Xin-Cheng Wen, Xuan-Ze Wang, Yong Xu, Yan Luo, Chang-Li Wu, Li-Yan Chen, Kun-Hong Liu arXiv_AI arXiv_AI Recognition Represenation_Learning Speech Pose Emotion Action Sentiment CNN PDF
2022-10-28 Improving the Modality Representation with Multi-View Contrastive Learning for Multimodal Sentiment Analysis Peipei Liu, Xin Zheng, Hong Li, Jie Liu, Yimo Ren, Hongsong Zhu, Limin Sun arXiv_AI arXiv_AI Represenation_Learning Self-Supervised Contrastive_Learning Action Classification Sentiment Attention PDF
2022-10-27 GaitMixer: skeleton-based gait representation learning via wide-spectrum multi-axial mixer Ekkasit Pinyoanuntapong, Ayman Ali, Pu Wang, Minwoo Lee, Chen Chen arXiv_CV arXiv_CV Recognition 3D Gait_Recognition Represenation_Learning Attention PDF
2022-10-27 Supervised Contrastive Learning for Respiratory Sound Classification Ilyass Moummad, Nicolas Farrugia arXiv_SD arXiv_SD Represenation_Learning Pose Contrastive_Learning Classification CNN PDF
2022-10-27 Multi-dimensional Edge-based Audio Event Relational Graph Representation Learning for Acoustic Scene Classification Yuanbo Hou, Siyang Song, Chuang Yu, Yuxin Song, Wenwu Wang, Dick Botteldooren arXiv_SD arXiv_SD Embedding Scene_Classification Represenation_Learning Pose Classification Deep_Learning Relation Attention PDF
2022-10-27 Robust Data2vec: Noise-robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive Learning Qiu-Shi Zhu, Long Zhou, Jie Zhang, Shu-Jie Liu, Yu-Chen Hu, Li-Rong Dai arXiv_SD arXiv_SD Transformer Recognition Represenation_Learning Speech Self-Supervised Pose Contrastive_Learning Speech_Recognition PDF
2022-10-27 Learning on the Job: Self-Rewarding Offline-to-Online Finetuning for Industrial Insertion of Novel Connectors from Vision Ashvin Nair, Brian Zhu, Gokul Narayanan, Eugen Solowjow, Sergey Levine arXiv_RO arXiv_RO Reinforcement_Learning Represenation_Learning PDF
2022-10-27 Disentangled and Robust Representation Learning for Bragging Classification in Social Media Xiang Li, Yucheng Zhou arXiv_CL arXiv_CL Represenation_Learning Knowledge Adversarial Pose Classification PDF
2022-10-26 Disentangled Text Representation Learning with Information-Theoretic Perspective for Adversarial Robustness Jiahao Zhao, Wenji Mao arXiv_CL arXiv_CL Embedding Text_Classification Represenation_Learning Adversarial Pose Classification Deep_Learning PDF
2022-10-26 Efficient Use of Large Pre-Trained Models for Low Resource ASR Peter Vieting, Christoph Lüscher, Julian Dierkes, Ralf Schlüter, Hermann Ney arXiv_CL arXiv_CL Transformer Unsupervised Recognition Represenation_Learning Speech Speech_Recognition Medical PDF
2022-10-26 Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning Barun Patra, Saksham Singhal, Shaohan Huang, Zewen Chi, Li Dong, Furu Wei, Vishrav Chaudhary, Xia Song arXiv_CL arXiv_CL Transformer Represenation_Learning Pose PDF
2022-10-26 Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis Ronghao Lin, Haifeng Hu arXiv_AI arXiv_AI Transformer Represenation_Learning Pose Contrastive_Learning Sentiment Prediction PDF
2022-10-26 End-to-End Multimodal Representation Learning for Video Dialog Huda Alamri, Anthony Bilic, Michael Hu, Apoorva Beedu, Irfan Essa arXiv_CV arXiv_CV Transformer 3D Represenation_Learning Pose Attention PDF
2022-10-25 Multi-view Representation Learning from Malware to Defend Against Adversarial Variants James Lee Hu, Mohammadreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen arXiv_AI arXiv_AI Represenation_Learning Adversarial Pose Deep_Learning Detection Object_Detection PDF
2022-10-25 Auxiliary task discovery through generate-and-test Banafsheh Rafiee, Sina Ghiassian, Jun Jin, Richard Sutton, Jun Luo, Adam White arXiv_AI arXiv_AI Reinforcement_Learning Represenation_Learning Prediction PDF
2022-10-25 LaundroGraph: Self-Supervised Graph Representation Learning for Anti-Money Laundering Mário Cardoso, Pedro Saleiro, Pedro Bizarro arXiv_AI arXiv_AI Represenation_Learning Knowledge Review Self-Supervised Action Detection Prediction PDF
2022-10-25 MEW-UNet: Multi-axis representation learning in frequency domain for medical image segmentation Jiacheng Ruan, Mingye Xie, Suncheng Xiang, Ting Liu, Yuzhuo Fu arXiv_CV arXiv_CV Transformer Segmentation Represenation_Learning Knowledge Pose Attention Medical PDF
2022-10-25 FedClassAvg: Local Representation Learning for Personalized Federated Learning on Heterogeneous Neural Networks Jaehee Jang, Heonseok Ha, Dahuin Jung, Sungroh Yoon arXiv_AI arXiv_AI Optimization Represenation_Learning Knowledge Pose Action PDF
2022-10-25 Improving Speech Representation Learning via Speech-level and Phoneme-level Masking Approach Xulong Zhang, Jianzong Wang, Ning Cheng, Kexin Zhu, Jing Xiao arXiv_CL arXiv_CL Transformer Recognition Represenation_Learning Speech Pose Classification PDF
2022-10-25 Disentangled Speech Representation Learning for One-Shot Cross-lingual Voice Conversion Using $beta$-VAE Hui Lu, Disong Wang, Xixin Wu, Zhiyong Wu, Xunying Liu, Helen Meng arXiv_SD arXiv_SD Unsupervised Represenation_Learning Speech Pose PDF
2022-10-24 FCM: Forgetful Causal Masking Makes Causal Language Models Better Zero-Shot Learners Hao Liu, Xinyang Geng, Lisa Lee, Igor Mordatch, Sergey Levine, Sharan Narang, Pieter Abbeel arXiv_CL arXiv_CL Zero-Shot Represenation_Learning Pose Few-Shot Attention Inference Language_Model Prediction PDF
2022-10-24 Contrastive Representation Learning for Gaze Estimation Swati Jindal, Roberto Manduchi arXiv_AI arXiv_AI Represenation_Learning Self-Supervised Pose Contrastive_Learning Gaze_Estimation Few-Shot PDF
2022-10-24 DAGformer: Directed Acyclic Graph Transformer Yuankai Luo arXiv_AI arXiv_AI Transformer Represenation_Learning Pose Relation PDF
2022-10-24 Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE Alireza Nasiri, Tristan Bepler arXiv_CV arXiv_CV Unsupervised 3D Represenation_Learning Pose Detection Object_Detection Inference Prediction PDF
2022-10-23 UIA-ViT: Unsupervised Inconsistency-Aware Method based on Vision Transformer for Face Forgery Detection Wanyi Zhuang, Qi Chu, Zhentao Tan, Qiankun Liu, Haojie Yuan, Changtao Miao, Zixiang Luo, Nenghai Yu arXiv_CV arXiv_CV Transformer Embedding Unsupervised Represenation_Learning Pose Face Classification Detection Relation Attention PDF
2022-10-23 Few-Shot Meta Learning for Recognizing Facial Phenotypes of Genetic Disorders Ömer Sümer, Fabio Hellmann, Alexander Hustinx, Tzung-Chien Hsieh, Elisabeth André, Peter Krawitz arXiv_CV arXiv_CV Recognition Sparse Represenation_Learning Face Quantitative Classification Deep_Learning Few-Shot PDF
2022-10-22 MILD: Multimodal Interactive Latent Dynamics for Learning Human-Robot Interaction Vignesh Prasad, Dorothea Koert, Ruth Stock-Homburg, Jan Peters, Georgia Chalvatzaki arXiv_AI arXiv_AI Represenation_Learning Pose_Estimation Pose Action PDF
2022-10-22 Guided contrastive self-supervised pre-training for automatic speech recognition Aparna Khare, Minhua Wu, Saurabhchand Bhati, Jasha Droppo, Roland Maas arXiv_CL arXiv_CL Transformer Recognition Represenation_Learning Knowledge Speech Self-Supervised Pose Speech_Recognition PDF
2022-10-21 HCL: Improving Graph Representation with Hierarchical Contrastive Learning Jun Wang, Weixun Li, Changyu Hou, Xin Tang, Yixuan Qiao, Rui Fang, Pengyong Li, Peng Gao, Guotong Xie arXiv_AI arXiv_AI Represenation_Learning Pose Contrastive_Learning Classification PDF
2022-10-21 GLCC: A General Framework for Graph-level Clustering Wei Ju, Yiyang Gu, Binqi Chen, Gongbo Sun, Yifang Qin, Xingyuming Liu, Xiao Luo, Ming Zhang arXiv_AI arXiv_AI Optimization Represenation_Learning Pose Contrastive_Learning PDF
2022-10-21 Self-Supervised Pretraining on Satellite Imagery: a Case Study on Label-Efficient Vehicle Detection Jules BOURCIER (Thoth), Thomas Floquet, Gohar Dashyan, Tugdual Ceillier, Karteek Alahari (Thoth), Jocelyn Chanussot (Thoth) arXiv_CV arXiv_CV Surveillance Represenation_Learning Knowledge Self-Supervised Classification Detection Object_Detection PDF
2022-10-21 Modelling Multi-relations for Convolutional-based Knowledge Graph Embedding Sirui Li, Kok Wai Wong, Dengya Zhu, Chun Che Fung arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Relation Attention CNN PDF
2022-10-20 Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve Giannis Daras, Negin Raoof, Zoi Gkalitsiou, Alexandros G. Dimakis arXiv_AI arXiv_AI Represenation_Learning Language_Model PDF
2022-10-20 VIBUS: Data-efficient 3D Scene Parsing with VIewpoint Bottleneck and Uncertainty-Spectrum Modeling Beiwen Tian, Liyi Luo, Hao Zhao, Guyue Zhou arXiv_AI arXiv_AI Scene_Parsing 3D Sparse Represenation_Learning Self-Supervised Pose Deep_Learning PDF
2022-10-20 Learning and Retrieval from Prior Data for Skill-based Imitation Learning Soroush Nasiriany, Tian Gao, Ajay Mandlekar, Yuke Zhu arXiv_RO arXiv_RO Reinforcement_Learning Represenation_Learning Knowledge Pose PDF
2022-10-20 Representation Learning with Diffusion Models Jeremias Traub arXiv_CV arXiv_CV Reconstruction Represenation_Learning Denoising PDF
2022-10-20 A survey on Self Supervised learning approaches for improving Multimodal representation learning Naman Goyal arXiv_AI arXiv_AI Represenation_Learning Survey PDF
2022-10-20 Does Decentralized Learning with Non-IID Unlabeled Data Benefit from Self Supervision? Lirui Wang, Kaiqing Zhang, Yunzhu Li, Yonglong Tian, Russ Tedrake arXiv_AI arXiv_AI Segmentation Represenation_Learning Knowledge Self-Supervised Contrastive_Learning Face Classification Detection PDF
2022-10-19 Palm up: Playing in the Latent Manifold for Unsupervised Pretraining Hao Liu, Tom Zahavy, Volodymyr Mnih, Satinder Singh arXiv_AI arXiv_AI Unsupervised Reinforcement_Learning Represenation_Learning Pose Action PDF
2022-10-19 VTC: Improving Video-Text Retrieval with User Comments Laura Hanu, James Thewlis, Yuki M. Asano, Christian Rupprecht arXiv_CV arXiv_CV Represenation_Learning Attention Recommendation PDF
2022-10-19 Self-Supervised Representation Learning for CAD Benjamin T. Jones, Michael Hu, Vladimir G. Kim, Adriana Schulz arXiv_CV arXiv_CV Transformer Represenation_Learning Self-Supervised Pose Face Few-Shot PDF
2022-10-19 Anomaly Detection Requires Better Representations Tal Reiss, Niv Cohen, Eliahu Horwitz, Ron Abutbul, Yedid Hoshen arXiv_CV arXiv_CV Unsupervised Represenation_Learning Self-Supervised Detection PDF
2022-10-19 GraphCSPN: Geometry-Aware Depth Completion via Dynamic GCNs Xin Liu, Xiaofei Shao, Bo Wang, Yali Li, Shengjin Wang arXiv_AI arXiv_AI 3D Sparse Represenation_Learning Pose Relation Attention CNN Autonomous PDF
2022-10-19 UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning Yutao Mou, Pei Wang, Keqing He, Yanan Wu, Jingang Wang, Wei Wu, Weiran Xu arXiv_CL arXiv_CL Represenation_Learning Pose Contrastive_Learning Detection PDF
2022-10-19 CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion Philippe Weinzaepfel, Vincent Leroy, Thomas Lucas, Romain Brégier, Yohann Cabon, Vaibhav Arora, Leonid Antsfeld, Boris Chidlovskii, Gabriela Csurka, Jérôme Revaud arXiv_CV arXiv_CV Transformer Unsupervised 3D Represenation_Learning Pose_Estimation Self-Supervised Pose Classification Detection Relation Object_Detection Image_Classification Optical_Flow Prediction PDF
2022-10-19 Schema-aware Reference as Prompt Improves Data-Efficient Relational Triple and Event Extraction Yunzhi Yao, Shengyu Mao, Xiang Chen, Ningyu Zhang, Shumin Deng, Huajun Chen arXiv_CL arXiv_CL Represenation_Learning Knowledge Pose Action Relation Few-Shot Inference Language_Model PDF
2022-10-19 Multi-Granularity Cross-Modality Representation Learning for Named Entity Recognition on Social Media Peipei Liu, Gaosheng Wang, Hong Li, Jie Liu, Yimo Ren, Hongsong Zhu, Limin Sun arXiv_CV arXiv_CV Recognition Represenation_Learning Pose Action Attention Recommendation PDF
2022-10-19 Improving Chinese Story Generation via Awareness of Syntactic Dependencies and Semantics Henglin Huang, Chen Tang, Tyler Loakman, Frank Guerin, Chenghua Lin arXiv_AI arXiv_AI Segmentation Represenation_Learning Denoising PDF
2022-10-19 DyTed: Disentangling Temporal Invariance and Fluctuations in Dynamic Graph Representation Learning Kaike Zhang, Qi Cao, Gaolin Fang, Bingbing Xu, Hongjian Zou, Huawei Shen, Xueqi Cheng arXiv_AI arXiv_AI Unsupervised Represenation_Learning Adversarial Pose Action Attention PDF
2022-10-19 Audio Tampering Detection Based on Shallow and Deep Feature Representation Learning Zhifeng Wang, Yao Yang, Chunyan Zeng, Shuai Kong, Shixiong Feng, Nan Zhao arXiv_SD arXiv_SD Represenation_Learning Pose Action Classification Detection PDF
2022-10-19 Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval Abhra Chaudhuri, Massimiliano Mancini, Yanbei Chen, Zeynep Akata, Anjan Dutta arXiv_CV arXiv_CV Transformer Embedding Represenation_Learning Sketch Image_Retrieval Knowledge Pose Relation Attention PDF
2022-10-19 Training set cleansing of backdoor poisoning by self-supervised representation learning H. Wang, S. Karami, O. Dia, H. Ritter, E. Emamjomeh-Zadeh, J. Chen, Z. Xiang, D.J. Miller, G. Kesidis arXiv_CV arXiv_CV Embedding Unsupervised Represenation_Learning Self-Supervised Pose Classification Image_Classification Prediction PDF
2022-10-19 CLUTR: Curriculum Learning via Unsupervised Task Representation Learning Abdus Salam Azad, Izzeddin Gur, Aleksandra Faust, Pieter Abbeel, Ion Stoica arXiv_AI arXiv_AI Unsupervised Reinforcement_Learning Zero-Shot Optimization Represenation_Learning PDF
2022-10-19 Type-supervised sequence labeling based on the heterogeneous star graph for named entity recognition Xueru Wen, Changjiang Zhou, Haotian Tang, Luguang Liang, Yu Jiang, Hong Qi arXiv_CL arXiv_CL Recognition Represenation_Learning Attention PDF
2022-10-19 GSV-Cities: Toward Appropriate Supervised Visual Place Recognition Amar Ali-bey, Brahim Chaib-draa, Philippe Giguère arXiv_CV arXiv_CV Recognition Represenation_Learning Pose CNN PDF
2022-10-18 Maestro-U: Leveraging joint speech-text representation learning for zero supervised speech ASR Zhehuai Chen, Ankur Bapna, Andrew Rosenberg, Yu Zhang, Bhuvana Ramabhadran, Pedro Moreno, Nanxin Chen arXiv_CL arXiv_CL Embedding Recognition Represenation_Learning Knowledge Speech Speech_Recognition PDF
2022-10-18 Perceptual Grouping in Vision-Language Models Kanchana Ranasinghe, Brandon McKinzie, Sachin Ravi, Yinfei Yang, Alexander Toshev, Jonathon Shlens arXiv_CV arXiv_CV Transformer Segmentation Unsupervised Semantic_Segmentation Recognition Zero-Shot Represenation_Learning Pose Relation Language_Model PDF
2022-10-18 MMGA: Multimodal Learning with Graph Alignment Xuan Yang, Yang Yang arXiv_AI arXiv_AI Transformer Represenation_Learning Pose Prediction PDF
2022-10-18 Towards Efficient and Effective Self-Supervised Learning of Visual Representations Sravanti Addepalli, Kaushal Bhogale, Priyam Dey, R.Venkatesh Babu arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Pose Prediction PDF
2022-10-18 Deep Multi-Representation Model for Click-Through Rate Prediction Shereen Elsayed, Lars Schmidt-Thieme arXiv_AI arXiv_AI Transformer Represenation_Learning Pose Action Attention Prediction Recommendation PDF
2022-10-18 Depth Contrast: Self-Supervised Pretraining on 3DPM Images for Mining Material Classification Prakash Chandra Chhipa, Richa Upadhyay, Rajkumar Saini, Lars Lindqvist, Richard Nordenskjold, Seiichi Uchida, Marcus Liwicki arXiv_CV arXiv_CV Transfer_Learning 3D Represenation_Learning Self-Supervised Pose Classification PDF
2022-10-17 Non-Contrastive Learning Meets Language-Image Pre-Training Jinghao Zhou, Li Dong, Zhe Gan, Lijuan Wang, Furu Wei arXiv_CV arXiv_CV Transformer Recognition Zero-Shot Represenation_Learning Self-Supervised Contrastive_Learning Classification Relation PDF
2022-10-17 Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery Yutao Mou, Keqing He, Pei Wang, Yanan Wu, Jingang Wang, Wei Wu, Weiran Xu arXiv_CL arXiv_CL Transformer Represenation_Learning Knowledge Pose Contrastive_Learning PDF
2022-10-17 MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion Yu Zhao, Xiangrui Cai, Yike Wu, Haiwei Zhang, Ying Zhang, Guoqing Zhao, Ning Jiang arXiv_CL arXiv_CL Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Relation Inference Prediction PDF
2022-10-17 HCL-TAT: A Hybrid Contrastive Learning Method for Few-shot Event Detection with Task-Adaptive Threshold Ruihan Zhang, Wei Wei, Xian-Ling Mao, Rui Fang, Dangyang Chen arXiv_CL arXiv_CL Represenation_Learning Pose Contrastive_Learning Classification Detection Few-Shot PDF
2022-10-17 Break The Spell Of Total Correlation In betaTCVAE Zihao Chen, Qiang Li, Bing Guo, Yan Shen arXiv_AI arXiv_AI Represenation_Learning Pose Relation PDF
2022-10-16 SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning Tzu-hsun Feng, Annie Dong, Ching-Feng Yeh, Shu-wen Yang, Tzu-Quan Lin, Jiatong Shi, Kai-Wei Chang, Zili Huang, Haibin Wu, Xuankai Chang, Shinji Watanabe, Abdelrahman Mohamed, Shang-Wen Li, Hung-yi Lee arXiv_CL arXiv_CL Recognition Represenation_Learning Speech Self-Supervised PDF
2022-10-16 Sentence Representation Learning with Generative Objective rather than Contrastive Objective Bohong Wu, Hai Zhao arXiv_CL arXiv_CL Transformer Reconstruction Represenation_Learning Self-Supervised Pose Attention Language_Model PDF
2022-10-16 Semantic Segmentation with Active Semi-Supervised Representation Learning Aneesh Rangnekar, Christopher Kanan, Matthew Hoffman arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Represenation_Learning Contrastive_Learning PDF
2022-10-15 PAR: Political Actor Representation Learning with Social Context and Expert Knowledge Shangbin Feng, Zhaoxuan Tan, Zilong Chen, Ningnan Wang, Peisheng Yu, Qinghua Zheng, Xiaojun Chang, Minnan Luo arXiv_CL arXiv_CL Represenation_Learning Knowledge Pose Detection Relation Prediction PDF
2022-10-15 PI-QT-Opt: Predictive Information Improves Multi-Task Robotic Reinforcement Learning at Scale Kuang-Huei Lee, Ted Xiao, Adrian Li, Paul Wohlhart, Ian Fischer, Yao Lu arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Represenation_Learning Pose PDF
2022-10-15 Learning Invariant Representation and Risk Minimized for Unsupervised Accent Domain Adaptation Chendong Zhao, Jianzong Wang, Xiaoyang Qu, Haoqian Wang, Jing Xiao arXiv_AI arXiv_AI Unsupervised Recognition Represenation_Learning Speech Speech_Recognition PDF
2022-10-15 Geometric Representation Learning for Document Image Rectification Hao Feng, Wengang Zhou, Jiajun Deng, Yuechen Wang, Houqiang Li arXiv_CV arXiv_CV 3D Represenation_Learning Pose PDF
2022-10-14 MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation Ying Su, Zihao Wang, Tianqing Fang, Hongming Zhang, Yangqiu Song, Tong Zhang arXiv_CL arXiv_CL Zero-Shot Represenation_Learning Knowledge Knowledge_Graph Pose Contrastive_Learning Action Relation PDF
2022-10-13 A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography Tengfei Xue, Fan Zhang, Leo R. Zekelman, Chaoyi Zhang, Yuqian Chen, Suheyla Cetin-Karayumak, Steve Pieper, William M. Wells, Yogesh Rathi, Nikos Makris, Weidong Cai, Lauren J. O'Donnell arXiv_CV arXiv_CV Represenation_Learning Pose Contrastive_Learning Prediction PDF
2022-10-13 HuBERT-TR: Reviving Turkish Automatic Speech Recognition with Self-supervised Speech Representation Learning Ali Safaya, Engin Erzin arXiv_CL arXiv_CL Transformer Recognition Bert Represenation_Learning Speech Self-Supervised Speech_Recognition PDF
2022-10-13 The Hidden Uniform Cluster Prior in Self-Supervised Learning Mahmoud Assran, Randall Balestriero, Quentin Duval, Florian Bordes, Ishan Misra, Piotr Bojanowski, Pascal Vincent, Michael Rabbat, Nicolas Ballas arXiv_AI arXiv_AI Represenation_Learning Self-Supervised PDF
2022-10-13 Visual Reinforcement Learning with Self-Supervised 3D Representations Yanjie Ze, Nicklas Hansen, Yinbo Chen, Mohit Jain, Xiaolong Wang arXiv_RO arXiv_RO Reinforcement_Learning 3D Zero-Shot Represenation_Learning Self-Supervised Pose PDF
2022-10-13 FARE: Provably Fair Representation Learning Nikola Jovanović, Mislav Balunović, Dimitar I. Dimitrov, Martin Vechev arXiv_AI arXiv_AI Represenation_Learning Pose PDF
2022-10-13 Evaluating the Label Efficiency of Contrastive Self-Supervised Learning for Multi-Resolution Satellite Imagery Jules BOURCIER (Thoth), Gohar Dashyan, Jocelyn Chanussot (Thoth), Karteek Alahari (Thoth) arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Classification PDF
2022-10-12 Language Agnostic Multilingual Information Retrieval with Contrastive Learning Xiyang Hu, Xinchi Chen, Peng Qi, Deguang Kong, Kunlun Liu, William Yang Wang, Zhiheng Huang arXiv_CL arXiv_CL Zero-Shot Represenation_Learning Pose Contrastive_Learning Language_Model PDF
2022-10-12 Entity Aware Negative Sampling with Auxiliary Loss of False Negative Prediction for Knowledge Graph Embedding Sang-Hyun Je arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Prediction PDF
2022-10-12 M$^3$Video: Masked Motion Modeling for Self-Supervised Video Representation Learning Xinyu Sun, Peihao Chen, Liangwei Chen, Thomas H. Li, Mingkui Tan, Chuang Gan arXiv_CV arXiv_CV Transformer Sparse Represenation_Learning Self-Supervised Action Optical_Flow PDF
2022-10-12 Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning Fuying Wang, Yuyin Zhou, Shujun Wang, Varut Vardhanabhuti, Lequan Yu arXiv_AI arXiv_AI Segmentation Semantic_Segmentation Represenation_Learning Contrastive_Learning Classification Detection Relation Object_Detection Attention Medical Image_Classification Matching PDF
2022-10-12 Improving Graph-Based Text Representations with Character and Word Level N-grams Wenzhe Li, Nikolaos Aletras arXiv_CL arXiv_CL Text_Classification Represenation_Learning Pose Classification Summarization PDF
2022-10-12 A Lower Bound of Hash Codes' Performance Xiaosu Zhu, Jingkuan Song, Yu Lei, Lianli Gao, Heng Tao Shen arXiv_CV arXiv_CV Optimization Represenation_Learning Pose PDF
2022-10-11 OPERA: Omni-Supervised Representation Learning with Hierarchical Supervisions Chengkun Wang, Wenzhao Zheng, Zheng Zhu, Jie Zhou, Jiwen Lu arXiv_AI arXiv_AI Transformer Segmentation Represenation_Learning Self-Supervised Pose Classification Detection Object_Detection CNN Image_Classification PDF
2022-10-11 Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural Networks Junfei Wu, Weizhi Xu, Qiang Liu, Shu Wu, Liang Wang arXiv_CL arXiv_CL Represenation_Learning Adversarial Pose Contrastive_Learning Action Detection Attention Prediction PDF
2022-10-11 On the Use of Semantically-Aligned Speech Representations for Spoken Language Understanding Gaëlle Laperrière, Valentin Pelloin, Mickaël Rouvier, Themos Stafylakis, Yannick Estève arXiv_CL arXiv_CL Embedding Bert Represenation_Learning Speech PDF
2022-10-11 Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA Junjie Huang, Wanjun Zhong, Qian Liu, Ming Gong, Daxin Jiang, Nan Duan arXiv_CL arXiv_CL Transformer Represenation_Learning Pose QA PDF
2022-10-11 DIGAT: Modeling News Recommendation with Dual-Graph Interaction Zhiming Mao, Jian Li, Hongru Wang, Xingshan Zeng, Kam-Fai Wong arXiv_CL arXiv_CL Represenation_Learning Pose Action Attention Recommendation Matching PDF
2022-10-11 Pre-Training for Robots: Offline RL Enables Learning New Tasks from a Handful of Trials Aviral Kumar, Anikait Singh, Frederik Ebert, Yanlai Yang, Chelsea Finn, Sergey Levine arXiv_RO arXiv_RO Transformer Represenation_Learning Knowledge Deep_Learning PDF
2022-10-11 Improving Dense Contrastive Learning with Dense Negative Pairs Berk Iskender, Zhenlin Xu, Simon Kornblith, Enhung Chu, Maryam Khademi arXiv_CV arXiv_CV Reconstruction Segmentation Represenation_Learning Pose Contrastive_Learning Classification Detection PDF
2022-10-10 Contrastive Video-Language Learning with Fine-grained Frame Sampling Zixu Wang, Yujie Zhong, Yishu Miao, Lin Ma, Lucia Specia arXiv_CV arXiv_CV Sparse Represenation_Learning Pose Language_Model QA Video_Retrieval PDF
2022-10-10 Turbo Training with Token Dropout Tengda Han, Weidi Xie, Andrew Zisserman arXiv_CV arXiv_CV Transformer Represenation_Learning Pose Action Classification Activity PDF
2022-10-10 On the Forward Invariance of Neural ODEs Wei Xiao, Tsun-Hsuan Wang, Ramin Hasani, Mathias Lechner, Daniela Rus arXiv_AI arXiv_AI Represenation_Learning Pose Action Autonomous PDF
2022-10-10 Learning 'O' Helps for Learning More: Handling the Concealed Entity Problem for Class-incremental NER Ruotian Ma, Xuanting Chen, Lin Zhang, Tao Gui, Qi Zhang, Xuanjing Huang arXiv_AI arXiv_AI Represenation_Learning Knowledge Pose PDF
2022-10-10 Multi-Modal Fusion Transformer for Visual Question Answering in Remote Sensing Tim Siebert, Kai Norman Clasen, Mahdyar Ravanbakhsh, Begüm Demir arXiv_AI arXiv_AI Transformer Bert Represenation_Learning Pose Action Classification Relation VQA QA PDF
2022-10-10 A Simple Baseline that Questions the Use of Pretrained-Models in Continual Learning Paul Janson, Wenxuan Zhang, Rahaf Aljundi, Mohamed Elhoseiny arXiv_CV arXiv_CV Transformer Represenation_Learning Pose PDF
2022-10-09 Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs Endri Kacupaj, Kuldeep Singh, Maria Maleshkova, Jens Lehmann arXiv_CL arXiv_CL Reinforcement_Learning Represenation_Learning Knowledge Knowledge_Graph Pose VQA QA PDF
2022-10-09 Improve Transformer Pre-Training with Decoupled Directional Relative Position Encoding and Representation Differentiations Haojie Zhang, Mingfei Liang, Ruobing Xie, Zhenlong Sun, Bo Zhang, Leyu Lin arXiv_CL arXiv_CL Transformer Bert Optimization Represenation_Learning Pose Attention Language_Model PDF
2022-10-09 Let Images Give You More:Point Cloud Cross-Modal Training for Shape Analysis Xu Yan, Heshen Zhan, Chaoda Zheng, Jiantao Gao, Ruimao Zhang, Shuguang Cui, Zhen Li arXiv_CV arXiv_CV Enhancement Point_Cloud 3D Represenation_Learning Knowledge PDF
2022-10-09 MAMO: Masked Multimodal Modeling for Fine-Grained Vision-Language Representation Learning Zijia Zhao, Longteng Guo, Xingjian He, Shuai Shao, Zehuan Yuan, Jing Liu arXiv_CV arXiv_CV Transformer Zero-Shot Represenation_Learning Pose Action VQA Prediction PDF
2022-10-09 Self-supervised Video Representation Learning with Motion-Aware Masked Autoencoders Haosen Yang, Deng Huang, Bin Wen, Jiannan Wu, Hongxun Yao, Yi Jiang, Xiatian Zhu, Zehuan Yuan arXiv_CV arXiv_CV Segmentation Represenation_Learning Self-Supervised PDF
2022-10-08 Break the Wall Between Homophily and Heterophily for Graph Representation Learning Xiao Liu, Lijun Zhang, Hui Guan arXiv_AI arXiv_AI Represenation_Learning Pose PDF
2022-10-08 Robustness of Unsupervised Representation Learning without Labels Aleksandar Petrov, Marta Kwiatkowska arXiv_AI arXiv_AI Unsupervised Represenation_Learning Adversarial Pose Classification PDF
2022-10-08 CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning Chutong Meng, Junyi Ao, Tom Ko, Mingxuan Wang, Haizhou Li arXiv_SD arXiv_SD Bert Represenation_Learning Speech Self-Supervised Pose Face PDF
2022-10-08 InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings Xing Wu, Chaochen Gao, Zijia Lin, Jizhong Han, Zhongyuan Wang, Songlin Hu arXiv_CL arXiv_CL Embedding Unsupervised Bert Represenation_Learning Pose Contrastive_Learning Relation Language_Model PDF
2022-10-08 SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning Zhenyu Mao, Dongsheng Zhu, Jinghui Lu, Rui Zhao, Fei Tan arXiv_CL arXiv_CL Unsupervised Represenation_Learning Pose Contrastive_Learning PDF
2022-10-07 Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative Tianxin Wei, Yuning You, Tianlong Chen, Yang Shen, Jingrui He, Zhangyang Wang arXiv_AI arXiv_AI Represenation_Learning Knowledge Pose Contrastive_Learning Relation PDF
2022-10-07 SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models Omiros Pantazis, Gabriel Brostow, Kate Jones, Oisin Mac Aodha arXiv_CV arXiv_CV Transformer Represenation_Learning Self-Supervised Pose Classification Image_Classification Language_Model PDF
2022-10-07 Empowering Graph Representation Learning with Test-Time Graph Transformation Wei Jin, Tong Zhao, Jiayuan Ding, Yozen Liu, Jiliang Tang, Neil Shah arXiv_AI arXiv_AI Represenation_Learning Adversarial Pose Recommendation PDF
2022-10-07 Scalable Self-Supervised Representation Learning from Spatiotemporal Motion Trajectories for Multimodal 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
2022-10-06 Self-Adaptive Driving in Nonstationary Environments through Conjectural Online Lookahead Adaptation Tao Li, Haozhe Lei, Quanyan Zhu arXiv_RO arXiv_RO Reinforcement_Learning Represenation_Learning Pose PDF
2022-10-06 Expander Graph Propagation Andreea Deac, Marc Lackenby, Petar Veličković arXiv_AI arXiv_AI Represenation_Learning Knowledge Pose Action Classification GAN PDF
2022-10-06 Domain-Specific Word Embeddings with Structure Prediction Stephanie Brandl, David Lassner, Anne Baillot, Shinichi Nakajima arXiv_CL arXiv_CL Embedding Represenation_Learning Pose Language_Model Prediction PDF
2022-10-05 Vision+X: A Survey on Multimodal Learning in the Light of Data Ye Zhu, Yu Wu, Nicu Sebe, Yan Yan arXiv_CV arXiv_CV Represenation_Learning Survey PDF
2022-10-05 Differentiable Mathematical Programming for Object-Centric Representation Learning Adeel Pervez, Phillip Lippe, Efstratios Gavves arXiv_CV arXiv_CV Optimization Represenation_Learning Pose Relation PDF
2022-10-04 Representing Spatial Trajectories as Distributions Dídac Surís, Carl Vondrick arXiv_AI arXiv_AI Represenation_Learning Prediction PDF
2022-10-03 Understanding Substructures in Commonsense Relations in ConceptNet Ke Shen, Mayank Kejriwal arXiv_CL arXiv_CL Unsupervised Represenation_Learning Knowledge Knowledge_Graph Relation PDF
2022-10-03 LOPR: Latent Occupancy PRediction using Generative Models Bernard Lange, Masha Itkina, Mykel J. Kochenderfer arXiv_CV arXiv_CV Represenation_Learning Pose Autonomous Prediction PDF
2022-10-03 Omnigrok: Grokking Beyond Algorithmic Data Ziming Liu, Eric J. Michaud, Max Tegmark arXiv_AI arXiv_AI Represenation_Learning PDF
2022-10-03 Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning Hongruixuan Chen, Naoto Yokoya, Chen Wu, Bo Du arXiv_CV arXiv_CV Unsupervised Represenation_Learning Pose Detection Relation CNN PDF
2022-10-02 Spectral Augmentation for Self-Supervised Learning on Graphs Lu Lin, Jinghui Chen, Hongning Wang arXiv_AI arXiv_AI Transfer_Learning Represenation_Learning Adversarial Self-Supervised Pose Contrastive_Learning Classification PDF
2022-10-02 Fine-grained Contrastive Learning for Definition Generation Hengyuan Zhang, Dawei Li, Shiping Yang, Yanran Li arXiv_CL arXiv_CL Transformer Represenation_Learning Pose Contrastive_Learning PDF
2022-10-02 Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language Zhenlin Xu, Marc Niethamme, Colin Raffel arXiv_AI arXiv_AI Unsupervised Represenation_Learning Pose Deep_Learning PDF
2022-10-01 DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability Cian Eastwood, Andrei Liviu Nicolicioiu, Julius von Kügelgen, Armin Kekić, Frederik Träuble, Andrea Dittadi, Bernhard Schölkopf arXiv_AI arXiv_AI 3D Represenation_Learning Pose PDF
2022-10-01 PromptKG: A Prompt Learning Framework for Knowledge Graph Representation Learning and Application Xin Xie, Zhoubo Li, Xiaohan Wang, Shumin Deng, Feiyu Xiong, Huajun Chen, Ningyu Zhang arXiv_CL arXiv_CL Represenation_Learning Knowledge Knowledge_Graph Relation Recommendation PDF
2022-10-01 Predictive Inference with Feature Conformal Prediction Jiaye Teng, Chuan Wen, Dinghuai Zhang, Yoshua Bengio, Yang Gao, Yang Yuan arXiv_AI arXiv_AI Represenation_Learning Pose Inference Prediction PDF
2022-09-30 IMB-NAS: Neural Architecture Search for Imbalanced Datasets Rahul Duggal, Shengyun Peng, Hao Zhou, Duen Horng Chau arXiv_CV arXiv_CV NAS Represenation_Learning Pose Classification PDF
2022-09-30 Adversarial Robustness of Representation Learning for Knowledge Graphs Peru Bhardwaj arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Adversarial Knowledge_Graph Pose Relation Inference PDF
2022-09-30 Visuo-Tactile Transformers for Manipulation Yizhou Chen, Andrea Sipos, Mark Van der Merwe, Nima Fazeli arXiv_RO arXiv_RO Transformer Reinforcement_Learning Represenation_Learning Attention PDF
2022-09-30 Federated Training of Dual Encoding Models on Small Non-IID Client Datasets Raviteja Vemulapalli, Warren Richard Morningstar, Philip Andrew Mansfield, Hubert Eichner, Karan Singhal, Arash Afkanpour, Bradley Green arXiv_CV arXiv_CV Optimization Represenation_Learning Pose Relation GAN PDF
2022-09-30 VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training Yecheng Jason Ma, Shagun Sodhani, Dinesh Jayaraman, Osbert Bastani, Vikash Kumar, Amy Zhang arXiv_AI arXiv_AI Transformer Embedding Reinforcement_Learning Represenation_Learning Self-Supervised Pose Action Few-Shot PDF
2022-09-30 An information-theoretic approach to unsupervised keypoint representation learning Ali Younes, Simone Schaub-Meyer, Georgia Chalvatzaki arXiv_CV arXiv_CV Unsupervised Represenation_Learning Salient Pose PDF
2022-09-30 Learning Transferable Spatiotemporal Representations from Natural Script Knowledge Ziyun Zeng, Yuying Ge, Xihui Liu, Bin Chen, Ping Luo, Shu-Tao Xia, Yixiao Ge arXiv_AI arXiv_AI Transformer Video_Caption Represenation_Learning Knowledge Speech GAN Caption PDF
2022-09-30 GM-VAE: Representation Learning with VAE on Gaussian Manifold Seunghyuk Cho, Juyong Lee, Dongwoo Kim arXiv_AI arXiv_AI Represenation_Learning Pose PDF
2022-09-29 Understanding Collapse in Non-Contrastive Learning Alexander C. Li, Alexei A. Efros, Deepak Pathak arXiv_AI arXiv_AI Represenation_Learning Self-Supervised Pose Contrastive_Learning PDF
2022-09-29 Contrastive Unsupervised Learning of World Model with Invariant Causal Features Rudra P.K. Poudel, Harit Pandya, Roberto Cipolla arXiv_AI arXiv_AI Unsupervised Reinforcement_Learning Represenation_Learning Pose Prediction PDF
2022-09-29 Towards General-Purpose Representation Learning of Polygonal Geometries Gengchen Mai, Chiyu Jiang, Weiwei Sun, Rui Zhu, Yao Xuan, Ling Cai, Krzysztof Janowicz, Stefano Ermon, Ni Lao arXiv_AI arXiv_AI Embedding Represenation_Learning Pose Classification Relation Prediction PDF
2022-09-29 Domain-aware Self-supervised Pre-training for Label-Efficient Meme Analysis Shivam Sharma, Mohd Khizir Siddiqui, Md. Shad Akhtar, Tanmoy Chakraborty arXiv_AI arXiv_AI Transformer Represenation_Learning Speech Self-Supervised Pose Emotion PDF
2022-09-29 Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation Boah Kim, Yujin Oh, Jong Chul Ye arXiv_CV arXiv_CV Segmentation Unsupervised Represenation_Learning Adversarial Self-Supervised Pose Denoising Medical PDF
2022-09-28 Feature Decoupling in Self-supervised Representation Learning for Open Set Recognition Jingyun Jia, Philip K. Chan arXiv_AI arXiv_AI Unsupervised Recognition Represenation_Learning Self-Supervised Pose Classification PDF
2022-09-28 UNesT: Local Spatial Representation Learning with Hierarchical Transformer for Efficient Medical Segmentation Xin Yu, Qi Yang, Yinchi Zhou, Leon Y. Cai, Riqiang Gao, Ho Hin Lee, Thomas Li, Shunxing Bao, Zhoubing Xu, Thomas A. Lasko, Richard G. Abramson, Zizhao Zhang, Yuankai Huo, Bennett A. Landman, Yucheng Tang arXiv_CV arXiv_CV Transformer Segmentation 3D Represenation_Learning Pose Attention GAN Medical PDF
2022-09-28 Audio Barlow Twins: Self-Supervised Audio Representation Learning Jonah Anton, Harry Coppock, Pancham Shukla, Bjorn W.Schuller arXiv_AI arXiv_AI Represenation_Learning Self-Supervised PDF
2022-09-28 TVLT: Textless Vision-Language Transformer Zineng Tang, Jaemin Cho, Yixin Nie, Mohit Bansal arXiv_AI arXiv_AI Transformer Recognition Represenation_Learning Image_Retrieval Speech Sentiment VQA Speech_Recognition Inference Video_Retrieval PDF
2022-09-28 Non-contrastive approaches to similarity learning: positive examples are all you need Alexander Marusov, Valerii Baianov, Alexey Zaytsev arXiv_AI arXiv_AI Represenation_Learning Self-Supervised Pose Matching PDF
2022-09-27 Reasoning over Multi-view Knowledge Graphs Zhaohan Xi, Ren Pang, Changjiang Li, Tianyu Du, Shouling Ji, Fenglong Ma, Ting Wang arXiv_AI arXiv_AI Represenation_Learning Knowledge Knowledge_Graph Relation Inference PDF
2022-09-27 A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective Chaoqi Chen, Yushuang Wu, Qiyuan Dai, Hong-Yu Zhou, Mutian Xu, Sibei Yang, Xiaoguang Han, Yizhou Yu arXiv_AI arXiv_AI Transformer Point_Cloud 3D Represenation_Learning Review Survey Action Detection Relation Object_Detection Relation_Extraction Medical Recommendation PDF
2022-09-27 Spatio-Temporal Relation Learning for Video Anomaly Detection Hui Lv, Zhen Cui, Biao Wang, Jian Yang arXiv_CV arXiv_CV Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Action Detection Relation Optical_Flow Prediction PDF
2022-09-26 Learning Self-Supervised Representations from Vision and Touch for Active Sliding Perception of Deformable Surfaces Justin Kerr, Huang Huang, Albert Wilcox, Ryan Hoque, Jeffrey Ichnowski, Roberto Calandra, Ken Goldberg arXiv_RO arXiv_RO Represenation_Learning Self-Supervised Pose Face Classification Detection Autonomous PDF
2022-09-26 Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning Thanh-Dung Le, Rita Noumeir, Jerome Rambaud, Guillaume Sans, Philippe Jouvet arXiv_CL arXiv_CL Text_Classification Sparse Represenation_Learning Pose Classification Deep_Learning Prediction PDF
2022-09-26 Material Prediction for Design Automation Using Graph Representation Learning Shijie Bian, Daniele Grandi, Kaveh Hassani, Elliot Sadler, Bodia Borijin, Axel Fernandes, Andrew Wang, Thomas Lu, Richard Otis, Nhut Ho, Bingbing Li arXiv_CV arXiv_CV Represenation_Learning Knowledge Pose Prediction Recommendation PDF
2022-09-26 The Ability of Self-Supervised Speech Models for Audio Representations Tung-Yu Wu, Chen-An Li, Tzu-Han Lin, Tsu-Yuan Hsu, Hung-Yi Lee arXiv_AI arXiv_AI Embedding Bert Represenation_Learning Speech Self-Supervised Pose PDF
2022-09-26 Taking a Respite from Representation Learning for Molecular Property Prediction Jianyuan Deng, Zhibo Yang, Hehe Wang, Iwao Ojima, Dimitris Samaras, Fusheng Wang arXiv_AI arXiv_AI Bert Represenation_Learning Self-Supervised Activity Prediction PDF
2022-09-26 Neural-FacTOR: Neural Representation Learning for Website Fingerprinting Attack over TOR Anonymity Haili Sun, Yan Huang, Lansheng Han, Xiang Long, Hongle Liu, Chunjie Zhou arXiv_AI arXiv_AI Represenation_Learning Pose Classification CNN PDF
2022-09-26 RetiFluidNet: A Self-Adaptive and Multi-Attention Deep Convolutional Network for Retinal OCT Fluid Segmentation Reza Rasti, Armin Biglari, Mohammad Rezapourian, Ziyun Yang, Sina Farsiu arXiv_CV arXiv_CV Segmentation Optimization Represenation_Learning Pose Attention CNN PDF
2022-09-25 Collaboration of Pre-trained Models Makes Better Few-shot Learner Renrui Zhang, Hanqiu Deng, Bohao Li, Wei Zhang, Hao Dong, Hongsheng Li, Peng Gao, Yu Qiao arXiv_CV arXiv_CV Transformer Zero-Shot Represenation_Learning Knowledge Pose Classification Few-Shot Prediction PDF
2022-09-25 Multimodal Learning with Channel-Mixing and Masked Autoencoder on Facial Action Unit Detection Xiang Zhang, Huiyuan Yang, Taoyue Wang, Xiaotian Li, Lijun Yin arXiv_CV arXiv_CV Represenation_Learning Pose Action Detection Inference PDF
2022-09-25 A Uniform Representation Learning Method for OCT-based Fingerprint Presentation Attack Detection and Reconstruction Wentian Zhang, Haozhe Liu, Feng Liu, Raghavendra Ramachandra arXiv_CV arXiv_CV Reconstruction Segmentation Semantic_Segmentation Recognition Represenation_Learning Pose Face Detection PDF
2022-09-24 Self-supervised Learning for Unintentional Action Prediction Olga Zatsarynna, Yazan Abu Farha, Juergen Gall arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Action Classification Prediction PDF
2022-09-23 View-Invariant Skeleton-based Action Recognition via Global-Local Contrastive Learning Cunling Bian, Wei Feng, Fanbo Meng, Song Wang arXiv_CV arXiv_CV Unsupervised Recognition 3D Represenation_Learning Pose Contrastive_Learning Action_Recognition Action Relation PDF
2022-09-23 Unsupervised Hashing with Semantic Concept Mining Rong-Cheng Tu, Xian-Ling Mao, Kevin Qinghong Lin, Chengfei Cai, Weize Qin, Hongfa Wang, Wei Wei, Heyan Huang arXiv_CV arXiv_CV Transformer Unsupervised Represenation_Learning Image_Retrieval Regularization Pose PDF
2022-09-22 Oracle Analysis of Representations for Deep Open Set Detection Risheek Garrepalli, Alan Fern, Thomas G. Dietterich arXiv_CV arXiv_CV Represenation_Learning Deep_Learning Detection Medical Autonomous PDF
2022-09-22 An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning Shaobin Chen, Jie Zhou, Yuling Sun, Liang He arXiv_AI arXiv_AI Reconstruction Embedding Unsupervised Represenation_Learning Contrastive_Learning PDF
2022-09-22 Deep Learning Based Page Creation for Improving E-Commerce Organic Search Traffic Cheng Jie, Da Xu, Zigeng Wang, Wei Shen arXiv_CL arXiv_CL Transformer Represenation_Learning Deep_Learning GAN Language_Model PDF
2022-09-21 SW-VAE: Weakly Supervised Learn Disentangled Representation Via Latent Factor Swapping Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed arXiv_AI arXiv_AI Unsupervised Weakly_Supervised Represenation_Learning Pose PDF
2022-09-20 SCGG: A Deep Structure-Conditioned Graph Generative Model Faezeh Faez, Negin Hashemi Dijujin, Mahdieh Soleymani Baghshah, Hamid R. Rabiee arXiv_AI arXiv_AI Represenation_Learning Pose Deep_Learning PDF
2022-09-20 Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings Yiren Jian, Chongyang Gao, Soroush Vosoughi arXiv_CL arXiv_CL Transformer Embedding Represenation_Learning Contrastive_Learning PDF
2022-09-20 An Information-Theoretic and Contrastive Learning-based Approach for Identifying Code Statements Causing Software Vulnerability Van Nguyen, Trung Le, Chakkrit Tantithamthavorn, John Grundy, Hung Nguyen, Seyit Camtepe, Paul Quirk, Dinh Phung arXiv_AI arXiv_AI Unsupervised Represenation_Learning Pose Contrastive_Learning Deep_Learning PDF
2022-09-19 Cross Project Software Vulnerability Detection via Domain Adaptation and Max-Margin Principle Van Nguyen, Trung Le, Chakkrit Tantithamthavorn, John Grundy, Hung Nguyen, Dinh Phung arXiv_AI arXiv_AI Transfer_Learning Represenation_Learning Pose Detection PDF
2022-09-19 Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold Can Yaras, Peng Wang, Zhihui Zhu, Laura Balzano, Qing Qu arXiv_CV arXiv_CV Optimization Represenation_Learning Classification PDF
2022-09-19 Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning Mingqi Yuan, Bo Li, Xin Jin, Wenjun Zeng arXiv_AI arXiv_AI Reinforcement_Learning Sparse Represenation_Learning Pose Prediction PDF
2022-09-19 Walk-and-Relate: A Random-Walk-based Algorithm for Representation Learning on Sparse Knowledge Graphs Saurav Manchanda arXiv_AI arXiv_AI Embedding Sparse Represenation_Learning Knowledge Knowledge_Graph Pose Relation PDF
2022-09-17 Representation Learning Strategies to Model Pathological Speech: Effect of Multiple Spectral Resolutions Gabriel Figueiredo Miller, Juan Camilo Vásquez-Correa, Juan Rafael Orozco-Arroyave, Elmar Nöth arXiv_SD arXiv_SD Represenation_Learning Speech Pose Relation PDF
2022-09-17 TripleRE: Knowledge Graph Embeddings via Tripled Relation Vectors Long Yu, Zhicong Luo, Huanyong Liu, Deng Lin, Hongzhu Li, Yafeng Deng arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Relation PDF
2022-09-16 Cell Attention Networks Lorenzo Giusti, Claudio Battiloro, Lucia Testa, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa arXiv_AI arXiv_AI Represenation_Learning Action Relation Attention PDF
2022-09-16 Automatic Tooth Segmentation from 3D Dental Model using Deep Learning: A Quantitative Analysis of what can be learnt from a Single 3D Dental Model Ananya Jana, Hrebesh Molly Subhash, Dimitris Metaxas arXiv_CV arXiv_CV Segmentation Point_Cloud 3D Represenation_Learning Pose Quantitative Deep_Learning PDF
2022-09-16 Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Farid Razzak, Ji-Rong Wen, Hui Xiong arXiv_CV arXiv_CV Represenation_Learning Regularization Knowledge Self-Supervised Pose PDF
2022-09-15 Unsupervised Opinion Summarization Using Approximate Geodesics Somnath Basu Roy Chowdhury, Nicholas Monath, Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi arXiv_CL arXiv_CL Unsupervised Represenation_Learning Review Pose Summarization PDF
2022-09-15 Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification Karish Grover, S.M. Phaneendra Angara, Md. Shad Akhtar, Tanmoy Chakraborty arXiv_CL arXiv_CL Text_Classification Represenation_Learning Speech Pose Face Classification Relation Attention Prediction PDF
2022-09-15 PTab: Using the Pre-trained Language Model for Modeling Tabular Data Guang Liu, Jie Yang, Ledell Wu arXiv_AI arXiv_AI Represenation_Learning Pose Classification Language_Model PDF
2022-09-15 Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation Jingwei Zhao, Gus Xia, Ye Wang arXiv_SD arXiv_SD Represenation_Learning Adversarial Pose Inference PDF
2022-09-15 Gromov-Wasserstein Autoencoders Nao Nakagawa, Ren Togo, Takahiro Ogawa, Miki Haseyama arXiv_CV arXiv_CV Represenation_Learning Pose PDF
2022-09-15 Self-Supervised Texture Image Anomaly Detection By Fusing Normalizing Flow and Dictionary Learning Yaohua Guo, Lijuan Song, Zirui Ma arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Pose Deep_Learning Detection PDF
2022-09-15 Pose Attention-Guided Profile-to-Frontal Face Recognition Moktari Mostofa, Mohammad Saeed Ebrahimi Saadabadi, Sahar Rahimi Malakshan, Nasser M. Nasrabadi arXiv_CV arXiv_CV Embedding Recognition Represenation_Learning Pose Face Action Deep_Learning Face_Recognition Attention Matching PDF
2022-09-15 Weakly Supervised Invariant Representation Learning Via Disentangling Known and Unknown Nuisance Factors Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed arXiv_AI arXiv_AI Weakly_Supervised Represenation_Learning Adversarial Pose PDF
2022-09-14 Joint Debiased Representation and Image Clustering Learning with Self-Supervision Shunjie-Fabian Zheng, JaeEun Nam, Emilio Dorigatti, Bernd Bischl, Shekoofeh Azizi, Mina Rezaei arXiv_CV arXiv_CV Represenation_Learning Pose Contrastive_Learning PDF
2022-09-14 FreeGaze: Resource-efficient Gaze Estimation via Frequency Domain Contrastive Learning Lingyu Du, Guohao Lan arXiv_AI arXiv_AI Unsupervised Represenation_Learning Contrastive_Learning Deep_Learning Gaze_Estimation Attention PDF
2022-09-14 Jointly Contrastive Representation Learning on Road Network and Trajectory Zhenyu Mao, Ziyue Li, Dedong Li, Lei Bai, Rui Zhao arXiv_AI arXiv_AI Represenation_Learning Pose Contrastive_Learning Relation Inference PDF
2022-09-13 HistoPerm: A Permutation-Based View Generation Approach for Learning Histopathologic Feature Representations Joseph DiPalma, Lorenzo Torresani, Saeed Hassanpour arXiv_CV arXiv_CV Weakly_Supervised Represenation_Learning Pose Classification Deep_Learning PDF
2022-09-13 SeRP: Self-Supervised Representation Learning Using Perturbed Point Clouds Siddhant Garg, Mudit Chaudhary arXiv_AI arXiv_AI Transformer Quantization Point_Cloud 3D Represenation_Learning Self-Supervised Pose Classification PDF
2022-09-12 Unified State Representation Learning under Data Augmentation Taylor Hearn, Sravan Jayanthi, Sehoon Ha arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Represenation_Learning Pose PDF
2022-09-11 OpenMixup: Open Mixup Toolbox and Benchmark for Visual Representation Learning Siyuan Li, Zedong Wang, Zicheng Liu, Di Wu, Stan Z. Li arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Pose Classification Image_Classification PDF
2022-09-09 Ranking-Enhanced Unsupervised Sentence Representation Learning Yeon Seonwoo, Guoyin Wang, Sajal Choudhary, Changmin Seo, Jiwei Li, Xiang Li, Puyang Xu, Sunghyun Park, Alice Oh arXiv_CL arXiv_CL Embedding Unsupervised Represenation_Learning Pose Relation PDF
2022-09-09 Self-supervised Learning for Heterogeneous Graph via Structure Information based on Metapath Shuai Ma, Jian-wei Liu, Xin Zuo arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Pose Classification Prediction PDF
2022-09-09 SUPER-Rec: SUrrounding Position-Enhanced Representation for Recommendation Taejun Lim, Siqu Long, Josiah Poon, Soyeon Caren Han arXiv_AI arXiv_AI Embedding Represenation_Learning Pose Action Quantitative Relation Recommendation PDF
2022-09-08 Exploring Target Representations for Masked Autoencoders Xingbin Liu, Jinghao Zhou, Tao Kong, Xianming Lin, Rongrong Ji arXiv_CV arXiv_CV Transformer Segmentation Transfer_Learning Semantic_Segmentation Represenation_Learning Knowledge Self-Supervised Pose Classification Detection Object_Detection PDF
2022-09-08 Analyzing the Effect of Sampling in GNNs on Individual Fairness Rebecca Salganik, Fernando Diaz, Golnoosh Farnadi arXiv_AI arXiv_AI Embedding Optimization Represenation_Learning Pose CNN Recommendation PDF
2022-09-07 Geometric multimodal representation learning Yasha Ektefaie, George Dasoulas, Ayush Noori, Maha Farhat, Marinka Zitnik arXiv_AI arXiv_AI Represenation_Learning Knowledge Survey PDF
2022-09-07 Measuring the Interpretability of Unsupervised Representations via Quantized Reverse Probing Iro Laina, Yuki M. Asano, Andrea Vedaldi arXiv_CV arXiv_CV Unsupervised Represenation_Learning Self-Supervised Pose PDF
2022-09-07 Not All Instances Contribute Equally: Instance-adaptive Class Representation Learning for Few-Shot Visual Recognition Mengya Han, Yibing Zhan, Yong Luo, Bo Du, Han Hu, Yonggang Wen, Dacheng Tao arXiv_CV arXiv_CV Recognition Represenation_Learning Pose Few-Shot PDF
2022-09-07 Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers Kevin Miao, Akash Gokul, Raghav Singh, Suzanne Petryk, Joseph Gonzalez, Kurt Keutzer, Trevor Darrell, Colorado Reed arXiv_CV arXiv_CV Transformer Segmentation Represenation_Learning Knowledge Self-Supervised Classification Attention Medical PDF
2022-09-06 Statistical Foundation Behind Machine Learning and Its Impact on Computer Vision Lei Zhang, Heung-Yeung Shum arXiv_CV arXiv_CV Transformer Represenation_Learning Knowledge Deep_Learning PDF
2022-09-06 Continual Learning: Fast and Slow Quang Pham, Chenghao Liu, Steven C. H. Hoi arXiv_AI arXiv_AI Represenation_Learning Knowledge Self-Supervised Pose PDF
2022-09-05 Moderately-Balanced Representation Learning for Treatment Effects with Orthogonality Information Yiyan Huang, Cheuk Hang Leung, Shumin Ma, Qi Wu, Dongdong Wang, Zhixiang Huang arXiv_AI arXiv_AI Represenation_Learning Pose PDF
2022-09-05 Representation Learning for Non-Melanoma Skin Cancer using a Latent Autoencoder Simon Myles Thomas arXiv_CV arXiv_CV Reconstruction Represenation_Learning Adversarial Medical PDF
2022-09-04 Informative Language Representation Learning for Massively Multilingual Neural Machine Translation Renren Jin, Deyi Xiong arXiv_CL arXiv_CL Embedding Zero-Shot Represenation_Learning Pose Attention Prediction PDF
2022-09-03 Equivariant Self-Supervision for Musical Tempo Estimation Elio Quinton arXiv_AI arXiv_AI Represenation_Learning Self-Supervised Pose PDF
2022-09-03 Label Structure Preserving Contrastive Embedding for Multi-Label Learning with Missing Labels Zhongchen Ma, Lisha Li, Qirong Mao, Songcan Chen arXiv_CV arXiv_CV Image_Caption Embedding Unsupervised Represenation_Learning Knowledge Pose Contrastive_Learning Classification GAN Image_Classification PDF
2022-09-03 A Novel Self-Knowledge Distillation Approach with Siamese Representation Learning for Action Recognition Duc-Quang Vu, Trang Phung, Jia-Ching Wang arXiv_AI arXiv_AI Recognition Represenation_Learning Knowledge Pose Action_Recognition Action Prediction PDF
2022-09-02 Multi-Step Prediction in Linearized Latent State Spaces for Representation Learning A. Tytarenko arXiv_AI arXiv_AI Represenation_Learning Relation Prediction PDF
2022-09-02 Learning an Ensemble of Deep Fingerprint Representations Akash Godbole, Karthik Nandakumar, Anil K. Jain arXiv_CV arXiv_CV Embedding Recognition Represenation_Learning Knowledge Pose Matching PDF
2022-09-02 A Class-Aware Representation Refinement Framework for Graph Classification Jiaxing Xu, Jinjie Ni, Sophi Shilpa Gururajapathy, Yiping Ke arXiv_AI arXiv_AI Represenation_Learning Pose Classification Relation PDF
2022-09-02 Multi-modal Contrastive Representation Learning for Entity Alignment Zhenxi Lin, Ziheng Zhang, Meng Wang, Yinghui Shi, Xian Wu, Yefeng Zheng arXiv_CL arXiv_CL Unsupervised Represenation_Learning Knowledge Knowledge_Graph Pose Contrastive_Learning Action Relation PDF
2022-09-02 Vision-Language Adaptive Mutual Decoder for OOV-STR Jinshui Hu, Chenyu Liu, Qiandong Yan, Xuyang Zhu, Fengli yu, Jiajia Wu, Bing Yin arXiv_CV arXiv_CV Transformer Recognition Represenation_Learning RNN Scene_Text Deep_Learning Attention Language_Model PDF
2022-09-02 Structure-Preserving Graph Representation Learning Ruiyi Fang, Liangjian Wen, Zhao Kang, Jianzhuang Liu arXiv_CV arXiv_CV Embedding Represenation_Learning Pose Classification Relation PDF
2022-09-02 Artifact-Tolerant Clustering-Guided Contrastive Embedding Learning for Ophthalmic Images Min Shi, Anagha Lokhande, Mojtaba S. Fazli, Vishal Sharma, Yu Tian, Yan Luo, Louis R. Pasquale, Tobias Elze, Michael V. Boland, Nazlee Zebardast, David S. Friedman, Lucy Q. Shen, Mengyu Wang arXiv_CV arXiv_CV Segmentation Embedding Unsupervised Represenation_Learning Pose Contrastive_Learning Detection GAN Prediction PDF
2022-09-02 Temporal Contrastive Learning with Curriculum Shuvendu Roy, Ali Etemad arXiv_CV arXiv_CV Transformer Recognition 3D Represenation_Learning Pose Contrastive_Learning Action_Recognition Action Video_Retrieval PDF
2022-09-01 Models and Benchmarks for Representation Learning of Partially Observed Subgraphs Dongkwan Kim, Jiho Jin, Jaimeen Ahn, Alice Oh arXiv_AI arXiv_AI Represenation_Learning Pose PDF
2022-08-31 ViA: View-invariant Skeleton Action Representation Learning via Motion Retargeting Di Yang, Yaohui Wang, Antitza Dantcheva, Lorenzo Garattoni, Gianpiero Francesca, Francois Bremond arXiv_CV arXiv_CV Transformer Recognition 3D Represenation_Learning Self-Supervised Pose Action_Recognition Action Classification PDF
2022-08-31 Binary Representation via Jointly Personalized Sparse Hashing Xiaoqin Wang, Chen Chen, Rushi Lan, Licheng Liu, Zhenbing Liu, Huiyu Zhou, Xiaonan Luo arXiv_CV arXiv_CV Unsupervised Optimization Sparse Represenation_Learning Pose Relation Attention PDF
2022-08-31 SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization Hongbo Sun, Xiangteng He, Yuxin Peng arXiv_CV arXiv_CV Transformer Recognition Represenation_Learning Pose Contrastive_Learning Relation Attention PDF
2022-08-30 Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and Beyond Cheng-Yen Hsieh, Chih-Jung Chang, Fu-En Yang, Yu-Chiang Frank Wang arXiv_CV arXiv_CV Transformer Segmentation Represenation_Learning Self-Supervised Pose Classification Detection Relation Object_Detection PDF
2022-08-30 Representation Learning based and Interpretable Reactor System Diagnosis Using Denoising Padded Autoencoder Chengyuan Li, Zhifang Qiu, Zhangrui Yan, Meifu Li arXiv_AI arXiv_AI Represenation_Learning Pose Action Classification Deep_Learning Denoising PDF
2022-08-29 Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis Wan-Cyuan Fan, Yen-Chun Chen, DongDong Chen, Yu Cheng, Lu Yuan, Yu-Chiang Frank Wang arXiv_CV arXiv_CV Represenation_Learning Pose Denoising PDF
2022-08-29 LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval Kai Zhang, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Binxing Jiao, Daxin Jiang arXiv_CL arXiv_CL Embedding Represenation_Learning Regularization Salient Knowledge Pose PDF
2022-08-29 CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions Arezou Pakzad, Kumar Abhishek, Ghassan Hamarneh arXiv_CV arXiv_CV Represenation_Learning Regularization Pose Classification Deep_Learning PDF
2022-08-28 Towards Disentangled Speech Representations Cal Peyser, Ronny Huang Andrew Rosenberg Tara N. Sainath, Michael Picheny, Kyunghyun Cho arXiv_AI arXiv_AI Optimization Represenation_Learning Speech PDF
2022-08-27 Self-Supervised Face Presentation Attack Detection with Dynamic Grayscale Snippets Usman Muhammad, Mourad Oussalah arXiv_CV arXiv_CV Recognition Represenation_Learning Knowledge Self-Supervised Face Detection Face_Recognition Prediction PDF
2022-08-26 Self-Supervised Human Activity Recognition with Localized Time-Frequency Contrastive Representation Learning Setareh Rahimi Taghanaki, Michael Rainbow, Ali Etemad arXiv_CV arXiv_CV Transformer Transfer_Learning Recognition Represenation_Learning Self-Supervised Pose Contrastive_Learning Classification Activity PDF
2022-08-26 Representation Learning for Appliance Recognition: A Comparison to Classical Machine Learning Matthias Kahl, Daniel Jorde, Hans-Arno Jacobsen arXiv_AI arXiv_AI Recognition Represenation_Learning Action Classification Deep_Learning PDF
2022-08-26 Deep Hypergraph Structure Learning Zizhao Zhang, Yifan Feng, Shihui Ying, Yue Gao arXiv_AI arXiv_AI Represenation_Learning Pose Relation PDF
2022-08-26 MORI-RAN: Multi-view Robust Representation Learning via Hybrid Contrastive Fusion Guanzhou Ke, Yongqi Zhu, Yang Yu arXiv_CV arXiv_CV Represenation_Learning Pose Classification PDF
2022-08-26 CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation Yunyao Mao, Wengang Zhou, Zhenbo Lu, Jiajun Deng, Houqiang Li arXiv_CV arXiv_CV Recognition 3D Represenation_Learning Knowledge Self-Supervised Pose Action_Recognition Action Relation PDF
2022-08-25 Light-weight probing of unsupervised representations for Reinforcement Learning Wancong Zhang, Anthony GX-Chen, Vlad Sobal, Yann LeCun, Nicolas Carion arXiv_AI arXiv_AI Unsupervised Reinforcement_Learning Represenation_Learning Self-Supervised Pose Action PDF
2022-08-25 MaskCLIP: Masked Self-Distillation Advances Contrastive Language-Image Pretraining Xiaoyi Dong, Yinglin Zheng, Jianmin Bao, Ting Zhang, Dongdong Chen, Hao Yang, Ming Zeng, Weiming Zhang, Lu Yuan, Dong Chen, Fang Wen, Nenghai Yu arXiv_CV arXiv_CV Transformer Zero-Shot Represenation_Learning Pose PDF
2022-08-25 The ReprGesture entry to the GENEA Challenge 2022 Sicheng Yang, Zhiyong Wu, Minglei Li, Mengchen Zhao, Jiuxin Lin, Liyang Chen, Weihong Bao arXiv_AI arXiv_AI Reconstruction Gesture Represenation_Learning Adversarial PDF
2022-08-25 Digital Audio Tampering Detection Based on ENF Spatio-temporal Features Representation Learning Chunyan Zeng, Shuai Kong, Zhifeng Wang, Xiangkui Wan, Yunfan Chen arXiv_SD arXiv_SD Represenation_Learning RNN Pose Detection Attention PDF
2022-08-25 Spatio-Temporal Representation Learning Enhanced Source Cell-phone Recognition from Speech Recordings Chunyan Zeng, Shixiong Feng, Zhifeng Wang, Xiangkui Wan, Yunfan Chen, Nan Zhao arXiv_AI arXiv_AI Recognition 3D Represenation_Learning RNN Speech Pose Action CNN PDF
2022-08-25 Refine and Represent: Region-to-Object Representation Learning Akash Gokul, Konstantinos Kallidromitis, Shufan Li, Yusuke Kato, Kazuki Kozuka, Trevor Darrell, Colorado J Reed arXiv_CV arXiv_CV Segmentation Unsupervised Semantic_Segmentation Represenation_Learning Self-Supervised Prediction PDF
2022-08-24 A Review of Knowledge Graph Completion Mohamad Zamini, Hassan Reza, Minou Rabiei arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Review Knowledge_Graph Pose Action Relation GAN PDF
2022-08-24 Learning crop type mapping from regional label proportions in large-scale SAR and optical imagery Laura E.C. La Rosa, Dario A.B. Oliveira, Pedram Ghamisi arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Pose Deep_Learning PDF
2022-08-24 Augmenting Reinforcement Learning with Transformer-based Scene Representation Learning for Decision-making of Autonomous Driving Haochen Liu, Zhiyu Huang, Xiaoyu Mo, Chen Lv arXiv_AI arXiv_AI Transformer Reinforcement_Learning Represenation_Learning Self-Supervised Pose Action Quantitative Autonomous PDF
2022-08-23 Neural PCA for Flow-Based Representation Learning Shen Li, Bryan Hooi arXiv_CV arXiv_CV Unsupervised Represenation_Learning Pose PDF
2022-08-23 Spiral Contrastive Learning: An Efficient 3D Representation Learning Method for Unannotated CT Lesions Penghua Zhai, Enwei Zhu, Baolian Qi, Xin Wei, Jinpeng Li arXiv_CV arXiv_CV Transformer Embedding Unsupervised 3D Represenation_Learning Self-Supervised Pose Contrastive_Learning Classification Medical PDF
2022-08-22 Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound Zeyu Fu, Jianbo Jiao, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble arXiv_CV arXiv_CV Segmentation Transfer_Learning Represenation_Learning Self-Supervised Pose Contrastive_Learning Medical PDF
2022-08-22 Meta-Causal Feature Learning for Out-of-Distribution Generalization Yuqing Wang, Xiangxian Li, Zhuang Qi, Jingyu Li, Xuelong Li, Xiangxu Meng, Lei Meng arXiv_CV arXiv_CV Represenation_Learning Classification Inference PDF
2022-08-22 Representation Learning of Knowledge Graph for Wireless Communication Networks Shiwen He, Yeyu Ou, Liangpeng Wang, Hang Zhan, Peng Ren, Yongming Huang arXiv_AI arXiv_AI Unsupervised Represenation_Learning Knowledge Knowledge_Graph Pose Classification Relation CNN Prediction PDF
2022-08-21 Relational Self-Supervised Learning on Graphs Namkyeong Lee, Dongmin Hyun, Junseok Lee, Chanyoung Park arXiv_AI arXiv_AI Represenation_Learning Self-Supervised Pose Relation PDF
2022-08-21 CODER: Coupled Diversity-Sensitive Momentum Contrastive Learning for Image-Text Retrieval Haoran Wang, Dongliang He, Wenhao Wu, Boyang Xia, Min Yang, Fu Li, Yunlong Yu, Zhong Ji, Errui Ding, Jingdong Wang arXiv_CV arXiv_CV Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Contrastive_Learning Prediction PDF
2022-08-21 Representation Learning with Graph Neural Networks for Speech Emotion Recognition Junghun Kim, Jihie Kim arXiv_SD arXiv_SD Recognition Represenation_Learning RNN Speech Pose Emotion Deep_Learning CNN PDF
2022-08-19 Self-Supervised Visual Place Recognition by Mining Temporal and Feature Neighborhoods Chao Chen, Xinhao Liu, Xuchu Xu, Yiming Li, Li Ding, Ruoyu Wang, Chen Feng arXiv_CV arXiv_CV Recognition Point_Cloud Represenation_Learning Self-Supervised Pose Action PDF
2022-08-19 Expressing Multivariate Time Series as Graphs with Time Series Attention Transformer William T. Ng, K. Siu, Albert C. Cheung, Michael K. Ng arXiv_AI arXiv_AI Transformer Represenation_Learning Pose Relation Attention PDF
2022-08-19 An Unsupervised Short- and Long-Term Mask Representation for Multivariate Time Series Anomaly Detection Qiucheng Miao, Chuanfu Xu, Jun Zhan, Dong zhu, Chengkun Wu arXiv_AI arXiv_AI Reconstruction Unsupervised Represenation_Learning Self-Supervised Pose Detection Relation Attention Prediction PDF
2022-08-19 SoMoFormer: Social-Aware Motion Transformer for Multi-Person Motion Prediction Xiaogang Peng, Yaodi Shen, Haoran Wang, Binling Nie, Yigang Wang, Zizhao Wu arXiv_CV arXiv_CV Transformer Represenation_Learning Pose Action Attention Prediction PDF
2022-08-19 Effective Transfer Learning for Low-Resource Natural Language Understanding Zihan Liu arXiv_CL arXiv_CL Transformer Transfer_Learning Represenation_Learning Knowledge Pose PDF
2022-08-19 Disentangled Representation with Causal Constraints for Counterfactual Fairness Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang arXiv_AI arXiv_AI Represenation_Learning Knowledge Pose Relation PDF
2022-08-19 GreenKGC: A Lightweight Knowledge Graph Completion Method Yun-Cheng Wang, Xiou Ge, Bin Wang, C.-C. Jay Kuo arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Classification Relation Prediction PDF
2022-08-18 Representation Learning for the Automatic Indexing of Sound Effects Libraries Alison B. Ma, Alexander Lerch arXiv_SD arXiv_SD Embedding Represenation_Learning Deep_Learning PDF
2022-08-18 Prompt Vision Transformer for Domain Generalization Zangwei Zheng, Xiangyu Yue, Kai Wang, Yang You arXiv_CV arXiv_CV Transformer Represenation_Learning Knowledge Pose Prediction PDF
2022-08-18 Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis Linhao Qu, Siyu Liu, Xiaoyu Liu, Manning Wang, Zhijian Song arXiv_CV arXiv_CV Image_Caption Weakly_Supervised Represenation_Learning Review Self-Supervised Survey Deep_Learning CNN Prediction PDF
2022-08-18 Disentangled Contrastive Learning for Social Recommendation Jiahao Wu, Wenqi Fan, Jingfan Chen, Shengcai Liu, Qing Li, Ke Tang arXiv_AI arXiv_AI Represenation_Learning Knowledge Pose Contrastive_Learning Action Relation Recommendation PDF
2022-08-17 SO-Pose: SO-Equivariance Learning for 6D Object Pose Estimation Haoran Pan, Jun Zhou, Yuanpeng Liu, Xuequan Lu, Weiming Wang, Xuefeng Yan, Mingqiang Wei arXiv_CV arXiv_CV Represenation_Learning Pose_Estimation Knowledge Pose Face PDF
2022-08-17 How does the degree of novelty impacts semi-supervised representation learning for novel class retrieval? Quentin Leroy, Olivier Buisson, Alexis Joly arXiv_CV arXiv_CV Embedding Represenation_Learning Pose PDF
2022-08-17 Urban feature analysis from aerial remote sensing imagery using self-supervised and semi-supervised computer vision Sachith Seneviratne, Jasper S. Wijnands, Kerry Nice, Haifeng Zhao, Branislava Godic, Suzanne Mavoa, Rajith Vidanaarachchi, Mark Stevenson, Leandro Garcia, Ruth F. Hunter, Jason Thompson arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Quantitative Detection Attention PDF
2022-08-17 Disentangled Speaker Representation Learning via Mutual Information Minimization Sung Hwan Mun, Min Hyun Han, Minchan Kim, Dongjune Lee, Nam Soo Kim arXiv_SD arXiv_SD Embedding Recognition Represenation_Learning Speech Pose PDF
2022-08-16 Matching Multiple Perspectives for Efficient Representation Learning Omiros Pantazis, Mathew Salvaris arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Classification Matching PDF
2022-08-16 Efficient Multimodal Transformer with Dual-Level Feature Restoration for Robust Multimodal Sentiment Analysis Licai Sun, Zheng Lian, Bin Liu, Jianhua Tao arXiv_CL arXiv_CL Transformer Reconstruction Restoration Represenation_Learning Pose Action Sentiment Attention PDF
2022-08-15 ROLAND: Graph Learning Framework for Dynamic Graphs Jiaxuan You, Tianyu Du, Jure Leskovec arXiv_AI arXiv_AI Embedding Represenation_Learning Pose Prediction PDF
2022-08-15 Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks Jintang Li, Zhouxin Yu, Zulun Zhu, Liang Chen, Qi Yu, Zibin Zheng, Sheng Tian, Ruofan Wu, Changhua Meng arXiv_AI arXiv_AI Represenation_Learning RNN Classification PDF
2022-08-15 STAR-GNN: Spatial-Temporal Video Representation for Content-based Retrieval Guoping Zhao, Bingqing Zhang, Mingyu Zhang, Yaxian Li, Jiajun Liu, Ji-Rong Wen arXiv_CV arXiv_CV Represenation_Learning Pose Attention Video_Retrieval PDF
2022-08-13 MetricBERT: Text Representation Learning via Self-Supervised Triplet Training Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Yoni Weill, Noam Koenigstein arXiv_CL arXiv_CL Bert Represenation_Learning Self-Supervised Recommendation PDF
2022-08-12 CCRL: Contrastive Cell Representation Learning Ramin Nakhli, Amirali Darbandsari, Hossein Farahani, Ali Bashashati arXiv_CV arXiv_CV Unsupervised Represenation_Learning Self-Supervised Pose Classification Deep_Learning Prediction PDF
2022-08-12 BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers Zhiliang Peng, Li Dong, Hangbo Bao, Qixiang Ye, Furu Wei arXiv_CV arXiv_CV Image_Caption Transformer Reconstruction Segmentation Semantic_Segmentation Represenation_Learning Knowledge Self-Supervised Pose Classification Image_Classification Prediction PDF
2022-08-12 Motion Sensitive Contrastive Learning for Self-supervised Video Representation Jingcheng Ni, Nan Zhou, Jie Qin, Qian Wu, Junqi Liu, Boxun Li, Di Huang arXiv_CV arXiv_CV Video_Caption 3D Represenation_Learning Self-Supervised Pose Contrastive_Learning Classification Optical_Flow Video_Retrieval Video_Classification PDF
2022-08-11 On the Pros and Cons of Momentum Encoder in Self-Supervised Visual Representation Learning Trung Pham, Chaoning Zhang, Axi Niu, Kang Zhang, Chang D. Yoo arXiv_CV arXiv_CV Represenation_Learning Self-Supervised Pose PDF
2022-08-11 Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph Chin-Chia Michael Yeh, Mengting Gu, Yan Zheng, Huiyuan Chen, Javid Ebrahimi, Zhongfang Zhuang, Junpeng Wang, Liang Wang, Wei Zhang arXiv_AI arXiv_AI Embedding Represenation_Learning Pose Deep_Learning PDF
2022-08-11 Solving MathWord Problems Automatically with Heterogeneous Line Graph Transformer for Online Learning Zijian Hu, Meng Jiang arXiv_AI arXiv_AI Transformer Represenation_Learning Knowledge Pose Relation Recommendation PDF
2022-08-10 Path-aware Siamese Graph Neural Network for Link Prediction Jingsong Lv, Zhao Li, Hongyang Chen, Yao Qi, Chunqi Wu arXiv_AI arXiv_AI Represenation_Learning Pose Prediction PDF
2022-08-10 Language Supervised Training for Skeleton-based Action Recognition Wangmeng Xiang, Chao Li, Yuxuan Zhou, Biao Wang, Lei Zhang arXiv_AI arXiv_AI Recognition Gesture Represenation_Learning Knowledge Pose Action_Recognition Action Classification Relation Attention Inference Language_Model PDF
2022-08-09 Where's the Learning in Representation Learning for Compositional Semantics and the Case of Thematic Fit Mughilan Muthupari, Samrat Halder, Asad Sayeed, Yuval Marton arXiv_CL arXiv_CL Embedding Represenation_Learning Relation Prediction PDF
2022-08-09 Long-term Causal Effects Estimation via Latent Surrogates Representation Learning Ruichu Cai, Weilin Chen, Zeqin Yang, Shu Wan, Chen Zheng, Xiaoqing Yang, Jiecheng Guo arXiv_AI arXiv_AI Represenation_Learning Pose PDF
2022-08-09 Disentangled Representation Learning Using VAE and GAN Mohammad Haghir Ebrahimabadi arXiv_CV arXiv_CV Reconstruction Represenation_Learning Adversarial GAN PDF
2022-08-08 Understanding Weight Similarity of Neural Networks via Chain Normalization Rule and Hypothesis-Training-Testing Guangcong Wang, Guangrun Wang, Wenqi Liang, Jianhuang Lai arXiv_CV arXiv_CV Gradient_Descent Represenation_Learning RNN Pose CNN Inference PDF
2022-08-08 Rethinking Robust Representation Learning Under Fine-grained Noisy Faces Bingqi Ma, Guanglu Song, Boxiao Liu, Yu Liu arXiv_CV arXiv_CV Recognition Represenation_Learning Pose Face Face_Recognition PDF
2022-08-08 Self-Supervised Contrastive Representation Learning for 3D Mesh Segmentation Ayaan Haque, Hankyu Moon, Heng Hao, Sima Didari, Jae Oh Woo, Patrick Bangert arXiv_CV arXiv_CV Transformer Segmentation Unsupervised 3D Represenation_Learning Self-Supervised Pose Contrastive_Learning Deep_Learning PDF
2022-08-08 Sparse Representation Learning with Modified q-VAE towards Minimal Realization of World Model Taisuke Kobayashi, Ryoma Watanuki arXiv_RO arXiv_RO Sparse Represenation_Learning Pose Action PDF
2022-08-07 Towards Graph Representation Learning Based Surgical Workflow Anticipation Xiatian Zhang, Noura Al Moubayed, Hubert P. H. Shum arXiv_CV arXiv_CV Represenation_Learning Knowledge Pose Action Relation Prediction PDF
2022-08-07 Cross-Skeleton Interaction Graph Aggregation Network for Representation Learning of Mouse Social Behaviour Feixiang Zhou, Xinyu Yang, Fang Chen, Long Chen, Zheheng Jiang, Hui Zhu, Reiko Heckel, Haikuan Wang, Minrui Fei, Huiyu Zhou arXiv_CV arXiv_CV Transformer Represenation_Learning Self-Supervised Pose Action Attention GAN PDF
2022-08-07 Learning Omnidirectional Flow in 360-degree Video via Siamese Representation Keshav Bhandari, Bin Duan, Gaowen Liu, Hugo Latapie, Ziliang Zong, Yan Yan arXiv_CV arXiv_CV Represenation_Learning Pose Face Optical_Flow PDF
2022-08-06 Contrastive Positive Mining for Unsupervised 3D Action Representation Learning Haoyuan Zhang, Yonghong Hou, Wenjing Zhang, Wanqing Li arXiv_CV arXiv_CV Unsupervised 3D Represenation_Learning Knowledge Pose Action PDF
2022-08-06 AUTOSHAPE: An Autoencoder-Shapelet Approach for Time Series Clustering Guozhong Li, Byron Choi, Jianliang Xu, Sourav S Bhowmick, Daphne Ngar-yin Mah, Grace Lai-Hung Wong arXiv_AI arXiv_AI Reconstruction Embedding Unsupervised Represenation_Learning Self-Supervised Pose PDF
2022-08-05 Slice-level Detection of Intracranial Hemorrhage on CT Using Deep Descriptors of Adjacent Slices Dat T. Ngo, Hieu H. Pham, Thao T.B. Nguyen, Hieu T. Nguyen, Dung B. Nguyen, Ha Q. Nguyen arXiv_CV arXiv_CV 3D Represenation_Learning Pose Deep_Learning Detection Medical CNN PDF
2022-08-05 Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object Detection Ziteng Cui, Yingying Zhu, Lin Gu, Guo-Jun Qi, Xiaoxiao Li, Renrui Zhang, Zenghui Zhang, Tatsuya Harada arXiv_CV arXiv_CV Super_Resolution Restoration Represenation_Learning Self-Supervised Pose Detection Object_Detection PDF
2022-08-05 Localized Sparse Incomplete Multi-view Clustering Chengliang Liu, Zhihao Wu, Jie Wen, Chao Huang, Yong Xu arXiv_AI arXiv_AI Embedding Optimization Sparse Represenation_Learning Pose Attention PDF
2022-08-04 Open-world Contrastive Learning Yiyou Sun, Yixuan Li arXiv_CV arXiv_CV Represenation_Learning Contrastive_Learning Classification PDF
2022-08-04 Invariant Representations with Stochastically Quantized Neural Networks Mattia Cerrato, Marius Köppel, Roberto Esposito, Stefan Kramer arXiv_AI arXiv_AI Gradient_Descent Represenation_Learning Regularization Pose PDF
2022-08-04 Surgical Skill Assessment via Video Semantic Aggregation Zhenqiang Li, Lin Gu, Weimin Wang, Ryosuke Nakamura, Yoichi Sato arXiv_CV arXiv_CV Represenation_Learning RNN Pose Relation PDF
2022-08-04 MVSFormer: Learning Robust Image Representations via Transformers and Temperature-based Depth for Multi-View Stereo Chenjie Cao, Xinlin Ren, Yanwei Fu arXiv_CV arXiv_CV Image_Caption Transformer Represenation_Learning Pose Classification CNN PDF
2022-08-04 RAZE: Region Guided Self-Supervised Gaze Representation Learning Neeru Dubey, Shreya Ghosh, Abhinav Dhall arXiv_CV arXiv_CV Unsupervised Represenation_Learning Self-Supervised Pose Action Classification Gaze_Estimation Attention PDF
2022-08-04 Privacy Safe Representation Learning via Frequency Filtering Encoder Jonghu Jeong, Minyong Cho, Philipp Benz, Jinwoo Hwang, Jeewook Kim, Seungkwan Lee, Tae-hoon Kim arXiv_CV arXiv_CV Reconstruction Represenation_Learning Adversarial Classification Deep_Learning Image_Classification PDF
2022-08-03 Masked Vision and Language Modeling for Multi-modal Representation Learning Gukyeong Kwon, Zhaowei Cai, Avinash Ravichandran, Erhan Bas, Rahul Bhotika, Stefano Soatto arXiv_CV arXiv_CV Reconstruction Represenation_Learning Pose Language_Model PDF
2022-08-03 SC6D: Symmetry-agnostic and Correspondence-free 6D Object Pose Estimation Dingding Cai, Janne Heikkilä, Esa Rahtu arXiv_CV arXiv_CV 3D Represenation_Learning Pose_Estimation Knowledge Pose Classification Matching PDF
2022-08-03 Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization Kangjun Liu, Ke Chen, Kui Jia arXiv_CV arXiv_CV Sparse Represenation_Learning Regularization Self-Supervised Pose Classification Relation CNN PDF
2022-08-03 Multi-Feature Vision Transformer via Self-Supervised Representation Learning for Improvement of COVID-19 Diagnosis Xiao Qi, David J. Foran, John L. Nosher, Ilker Hacihaliloglu arXiv_CV arXiv_CV Transformer Represenation_Learning Self-Supervised Pose Deep_Learning Attention PDF
2022-08-02 Deep Reinforcement Learning for Multi-Agent Interaction Ibrahim H. Ahmed, Cillian Brewitt, Ignacio Carlucho, Filippos Christianos, Mhairi Dunion, Elliot Fosong, Samuel Garcin, Shangmin Guo, Balint Gyevnar, Trevor McInroe, Georgios Papoudakis, Arrasy Rahman, Lukas Schäfer, Massimiliano Tamborski, Giuseppe Vecchio, Cheng Wang, Stefano V. Albrecht arXiv_AI arXiv_AI Reinforcement_Learning