Represenation_Learning

Represenation_Learning

• 2022-06-27 Iso-CapsNet: Isomorphic Capsule Network for Brain Graph Representation Learning    Jiawei Zhang arXiv_AI arXiv_AI  Represenation_Learning  Pose  PDF
• 2022-06-27 ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration    Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Bo Zhou, Guido Gerig, Michal Sofka arXiv_CV arXiv_CV  Embedding  Unsupervised  Represenation_Learning  Regularization  Contrastive_Learning  Relation  PDF
• 2022-06-27 Interpretable Acoustic Representation Learning on Breathing and Speech Signals for COVID-19 Detection    Debottam Dutta, Debarpan Bhattacharya, Sriram Ganapathy, Amir H. Poorjam, Deepak Mittal, Maneesh Singh arXiv_SD arXiv_SD  Transfer_Learning  Represenation_Learning  Speech  Pose  Detection  Attention  CNN  PDF
• 2022-06-27 A Representation Learning Framework for Property Graphs    Yifan Hou, Hongzhi Chen, Changji Li, James Cheng, Ming-Chang Yang arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Classification  Prediction  Recommendation  PDF
• 2022-06-27 Measuring and Improving the Use of Graph Information in Graph Neural Networks    Yifan Hou, Jian Zhang, James Cheng, Kaili Ma, Richard T. B. Ma, Hongzhi Chen, Ming-Chang Yang arXiv_AI arXiv_AI  Represenation_Learning  Pose  PDF
• 2022-06-27 Bi-VLDoc: Bidirectional Vision-Language Modeling for Visually-Rich Document Understanding    Chuwei Luo, Guozhi Tang, Qi Zheng, Cong Yao, Lianwen Jin, Chenliang Li, Yang Xue, Luo Si arXiv_CV arXiv_CV  Represenation_Learning  Pose  Action  Classification  Attention  Language_Model  QA  PDF
• 2022-06-27 Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images Analysis    Jun Li, Yushan Zheng, Kun Wu, Jun Shi, Fengying Xie, Zhiguo Jiang arXiv_CV arXiv_CV  Image_Caption  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Attention  PDF
• 2022-06-26 Vision Transformer for Contrastive Clustering    Hua-Bao Ling, Bowen Zhu, Dong Huang, Ding-Hua Chen, Chang-Dong Wang, Jian-Huang Lai arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Knowledge  Self-Supervised  Contrastive_Learning  CNN  PDF
• 2022-06-26 Exploiting Transformation Invariance and Equivariance for Self-supervised Sound Localisation    Jinxiang Liu, Chen Ju, Weidi Xie, Ya Zhang arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  PDF
• 2022-06-25 Self-supervised Context-aware Style Representation for Expressive Speech Synthesis    Yihan Wu, Xi Wang, Shaofei Zhang, Lei He, Ruihua Song, Jian-Yun Nie arXiv_AI arXiv_AI  Transformer  Embedding  Represenation_Learning  Speech  Self-Supervised  Pose  Emotion  Contrastive_Learning  Prediction  PDF
• 2022-06-24 Feature Representation Learning for Robust Retinal Disease Detection from Optical Coherence Tomography Images    Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Salah A. Baker arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Represenation_Learning  Knowledge  Pose  Classification  Detection  PDF
• 2022-06-23 Do Trajectories Encode Verb Meaning?    Dylan Ebert, Chen Sun, Ellie Pavlick arXiv_CL arXiv_CL  Represenation_Learning  Self-Supervised  Action  Language_Model  PDF
• 2022-06-23 EventNeRF: Neural Radiance Fields from a Single Colour Event Camera    Viktor Rudnev, Mohamed Elgharib, Christian Theobalt, Vladislav Golyanik arXiv_CV arXiv_CV  3D  Sparse  Represenation_Learning  PDF
• 2022-06-23 Utilizing Expert Features for Contrastive Learning of Time-Series Representations    Manuel Nonnenmacher, Lukas Oldenburg, Ingo Steinwart, David Reeb arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Knowledge  Contrastive_Learning  Medical  PDF
• 2022-06-22 Weakly-supervised Action Localization via Hierarchical Mining    Jia-Chang Feng, Fa-Ting Hong, Jia-Run Du, Zhongang Qi, Ying Shan, Xiaohu Qie, Wei-Shi Zheng, Jianping Wu arXiv_CV arXiv_CV  Represenation_Learning  Action_Localization  Pose  Action  Classification  Activity  Prediction  PDF
• 2022-06-22 Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations    Lin Zhao, Haixing Dai, Zihao Wu, Zhenxiang Xiao, Lu Zhang, David Weizhong Liu, Xintao Hu, Xi Jiang, Sheng Li, Dajiang Zhu, Tianming Liu arXiv_CV arXiv_CV  Represenation_Learning  Pose  Classification  Relation  CNN  Image_Classification  PDF
• 2022-06-21 TiCo: Transformation Invariance and Covariance Contrast for Self-Supervised Visual Representation Learning    Jiachen Zhu, Rafael M. Moraes, Serkan Karakulak, Vlad Sobol, Alfredo Canziani, Yann LeCun arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Self-Supervised  PDF
• 2022-06-21 Bi-Calibration Networks for Weakly-Supervised Video Representation Learning    Fuchen Long, Ting Yao, Zhaofan Qiu, Xinmei Tian, Jiebo Luo, Tao Mei arXiv_CV arXiv_CV  Represenation_Learning  Action  PDF
• 2022-06-21 Probing Visual-Audio Representation for Video Highlight Detection via Hard-Pairs Guided Contrastive Learning    Shuaicheng Li, Feng Zhang, Kunlin Yang, Lingbo Liu, Shinan Liu, Jun Hou, Shuai Yi arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Pose  Contrastive_Learning  Detection  Relation  PDF
• 2022-06-21 Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning    Hidetaka Kamigaito, Katsuhiko Hayashi arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  PDF
• 2022-06-21 Few-Max: Few-Shot Domain Adaptation for Unsupervised Contrastive Representation Learning    Ali Lotfi Rezaabad, Sidharth Kumar, Sriram Vishwanath, Jonathan I. Tamir arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Few-Shot  PDF
• 2022-06-20 Understanding Robust Learning through the Lens of Representation Similarities    Christian Cianfarani, Arjun Nitin Bhagoji, Vikash Sehwag, Ben Zhao, Prateek Mittal arXiv_CV arXiv_CV  Represenation_Learning  Salient  Adversarial  PDF
• 2022-06-20 SMT-DTA: Improving Drug-Target Affinity Prediction with Semi-supervised Multi-task Training    Qizhi Pei, Lijun Wu, Jinhua Zhu, Yingce Xia, Shufang Xia, Tao Qin, Haiguang Liu, Tie-Yan Liu arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Deep_Learning  Attention  Language_Model  Prediction  PDF
• 2022-06-20 Variational Distillation for Multi-View Learning    Xudong Tian, Zhizhong Zhang, Cong Wang, Wensheng Zhang, Yanyun Qu, Lizhuang Ma, Zongze Wu, Yuan Xie, Dacheng Tao arXiv_CV arXiv_CV  Represenation_Learning  Pose  Quantitative  Relation  Prediction  PDF
• 2022-06-18 Neural Shape-from-Shading for Survey-Scale Self-Consistent Bathymetry from Sidescan    Nils Bore, John Folkesson arXiv_RO arXiv_RO  Represenation_Learning  Pose  Survey  PDF
• 2022-06-18 Design of Supervision-Scalable Learning Systems: Methodology and Performance Benchmarking    Yijing Yang, Hongyu Fu, C.-C. Jay Kuo arXiv_CV arXiv_CV  Represenation_Learning  Pose  Classification  Image_Classification  PDF
• 2022-06-17 Cross-task Attention Mechanism for Dense Multi-task Learning    Ivan Lopes, Tuan-Hung Vu, Raoul de Charette arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Represenation_Learning  Pose  Face  Relation  Attention  PDF
• 2022-06-17 Learning Fair Representation via Distributional Contrastive Disentanglement    Changdae Oh, Heeji Won, Junhyuk So, Taero Kim, Yewon Kim, Hosik Choi, Kyungwoo Song arXiv_AI arXiv_AI  Reconstruction  Represenation_Learning  Adversarial  Pose  Contrastive_Learning  PDF
• 2022-06-17 Bridge-Tower: Building Bridges Between Encoders in Vision-Language Representation Learning    Xiao Xu, Chenfei Wu, Shachar Rosenman, Vasudev Lal, Nan Duan arXiv_CV arXiv_CV  Represenation_Learning  Pose  Action  VQA  QA  PDF
• 2022-06-17 Large-Margin Representation Learning for Texture Classification    Jonathan de Matos, Luiz Eduardo Soares de Oliveira, Alceu de Souza Britto Junior, Alessandro Lameiras Koerich arXiv_CV arXiv_CV  Represenation_Learning  Pose  Classification  CNN  PDF
• 2022-06-16 OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology    Cheng Jiang, Asadur Chowdury, Xinhai Hou, Akhil Kondepudi, Christian W. Freudiger, Kyle Conway, Sandra Camelo-Piragua, Daniel A. Orringer, Honglak Lee, Todd C. Hollon arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Pose  Classification  Deep_Learning  Inference  PDF
• 2022-06-16 MixGen: A New Multi-Modal Data Augmentation    Xiaoshuai Hao, Yi Zhu, Srikar Appalaraju, Aston Zhang, Wanqian Zhang, Bo Li, Mu Li arXiv_AI arXiv_AI  Zero-Shot  Represenation_Learning  Deep_Learning  Relation  VQA  QA  PDF
• 2022-06-16 Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning    Matthew Gwilliam, Abhinav Shrivastava arXiv_CV arXiv_CV  Image_Caption  Embedding  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Classification  Prediction  PDF
• 2022-06-16 iBoot: Image-bootstrapped Self-Supervised Video Representation Learning    Fatemeh Saleh, Fuwen Tan, Adrian Bulat, Georgios Tzimiropoulos, Brais Martinez arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  PDF
• 2022-06-16 Switchable Representation Learning Framework with Self-compatibility    Shengsen Wu, Yan Bai, Yihang Lou, Xiongkun Linghu, Jianzhong He, Tao Bai, Ling-Yu Duan arXiv_AI arXiv_AI  Optimization  Represenation_Learning  Pose  Face  PDF
• 2022-06-16 Time Interval-enhanced Graph Neural Network for Shared-account Cross-domain Sequential Recommendation    Lei Guo, Jinyu Zhang, Li Tang, Tong Chen, Lei Zhu, Hongzhi Yin arXiv_AI arXiv_AI  Represenation_Learning  RNN  Knowledge  Pose  Relation  Attention  Recommendation  PDF
• 2022-06-16 Patch-level Representation Learning for Self-supervised Vision Transformers    Sukmin Yun, Hankook Lee, Jaehyung Kim, Jinwoo Shin arXiv_AI arXiv_AI  Transformer  Segmentation  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Detection  Relation  Object_Detection  Attention  CNN  Prediction  PDF
• 2022-06-16 Dual Contrastive Attributed Graph Clustering Network    Tong Wang, Guanyu Yang, Junhua Wu, Qijia He, Zhenquan Zhang arXiv_CV arXiv_CV  Reconstruction  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2022-06-15 Neural Network Normal Estimation and Bathymetry Reconstruction from Sidescan Sonar    Yiping Xie, Nils Bore, John Folkesson arXiv_AI arXiv_AI  Reconstruction  Bert  Optimization  Sparse  Represenation_Learning  Pose  Face  Survey  Deep_Learning  CNN  PDF
• 2022-06-15 Masked Frequency Modeling for Self-Supervised Visual Pre-Training    Jiahao Xie, Wei Li, Xiaohang Zhan, Ziwei Liu, Yew Soon Ong, Chen Change Loy arXiv_CV arXiv_CV  Embedding  Restoration  Represenation_Learning  Self-Supervised  Relation  PDF
• 2022-06-15 Masked Siamese ConvNets    Li Jing, Jiachen Zhu, Yann LeCun arXiv_AI arXiv_AI  Transformer  Embedding  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  Detection  Object_Detection  Image_Classification  PDF
• 2022-06-15 A Simple Data Mixing Prior for Improving Self-Supervised Learning    Sucheng Ren, Huiyu Wang, Zhengqi Gao, Shengfeng He, Alan Yuille, Yuyin Zhou, Cihang Xie arXiv_CV arXiv_CV  Transformer  Recognition  Represenation_Learning  Self-Supervised  Pose  PDF
• 2022-06-15 Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and a Scalable Hyper-Ensemble Solution    Xueying Ding, Lingxiao Zhao, Leman Akoglu arXiv_AI arXiv_AI  Unsupervised  Optimization  Represenation_Learning  Quantitative  Deep_Learning  Detection  Object_Detection  PDF
• 2022-06-15 A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions    Sheng Zhou, Hongjia Xu, Zhuonan Zheng, Jiawei Chen, Zhao li, Jiajun Bu, Jia Wu, Xin Wang, Wenwu Zhu, Martin Ester arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Survey  Action  Deep_Learning  Attention  PDF
• 2022-06-15 Contrastive Learning as Goal-Conditioned Reinforcement Learning    Benjamin Eysenbach, Tianjun Zhang, Ruslan Salakhutdinov, Sergey Levine arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Pose  Contrastive_Learning  Action  PDF
• 2022-06-14 Object Scene Representation Transformer    Mehdi S. M. Sajjadi, Daniel Duckworth, Aravindh Mahendran, Sjoerd van Steenkiste, Filip Pavetić, Mario Lučić, Leonidas J. Guibas, Klaus Greff, Thomas Kipf arXiv_CV arXiv_CV  Transformer  Unsupervised  3D  Represenation_Learning  PDF
• 2022-06-13 Self-Supervised Representation Learning With MUlti-Segmental Informational Coding    Chuang Niu, Ge Wang arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Regularization  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2022-06-13 MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning    Weiguo Pian, Hanyu Peng, Xunzhu Tang, Tiezhu Sun, Haoye Tian, Andrew Habib, Jacques Klein, Tegawendé F. Bissyandé arXiv_AI arXiv_AI  Represenation_Learning  Pose  Summarization  Language_Model  Prediction  PDF
• 2022-06-13 GraphMLP: A Graph MLP-Like Architecture for 3D Human Pose Estimation    Wenhao Li, Hong Liu, Tianyu Guo, Hao Tang, Runwei Ding arXiv_CV arXiv_CV  3D  Represenation_Learning  Pose_Estimation  Knowledge  Pose  Action  Attention  CNN  PDF
• 2022-06-13 Compositional Mixture Representations for Vision and Text    Stephan Alaniz, Marco Federici, Zeynep Akata arXiv_CV arXiv_CV  Transformer  Weakly_Supervised  Represenation_Learning  Detection  Object_Detection  PDF
• 2022-06-13 iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects    Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves arXiv_AI arXiv_AI  Represenation_Learning  Pose  Relation  PDF
• 2022-06-13 AR-NeRF: Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields    Takuhiro Kaneko arXiv_AI arXiv_AI  Unsupervised  3D  Represenation_Learning  Adversarial  Pose  Face  Relation  Attention  GAN  PDF
• 2022-06-13 TriMix: Virtual embeddings and self-consistency for self-supervised learning    Tariq Bdair, Hossam Abdelhamid, Nassir Navab, Shadi Albarqouni arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Self-Supervised  Pose  Attention  Medical  PDF
• 2022-06-13 Towards Universal Sequence Representation Learning for Recommender Systems    Yupeng Hou, Shanlei Mu, Wayne Xin Zhao, Yaliang Li, Bolin Ding, Ji-Rong Wen arXiv_AI arXiv_AI  Represenation_Learning  Pose  Recommendation  PDF
• 2022-06-11 Transformer-based Self-Supervised Fish Segmentation in Underwater Videos    Alzayat Saleh, Marcus Sheaves, Dean Jerry, Mostafa Rahimi Azghadi arXiv_CV arXiv_CV  Transformer  Segmentation  Represenation_Learning  Self-Supervised  Pose  Quantitative  PDF
• 2022-06-10 Balanced Product of Experts for Long-Tailed Recognition    Emanuel Sanchez Aimar, Arvi Jonnarth, Michael Felsberg, Marco Kuhlmann arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Regularization  Pose  PDF
• 2022-06-10 Learning the Space of Deep Models    Gianluca Berardi, Luca De Luigi, Samuele Salti, Luigi Di Stefano arXiv_CV arXiv_CV  Embedding  3D  Optimization  Represenation_Learning  Classification  Deep_Learning  Image_Classification  PDF
• 2022-06-10 Feature Learning and Ensemble Pre-Tasks Based Self-Supervised Speech Denoising and Dereverberation    Yi Li, ShuangLin Li, Yang Sun, Syed Mohsen Naqvi arXiv_SD arXiv_SD  Enhancement  Represenation_Learning  Speech  Self-Supervised  Pose  Face  Denoising  PDF
• 2022-06-09 An Empirical Study on Disentanglement of Negative-free Contrastive Learning    Jinkun Cao, Ruiqian Nai, Qing Yang, Jialei Huang, Yang Gao arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Attention  PDF
• 2022-06-09 COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning    Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Iriwn King arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Sketch  Pose  Contrastive_Learning  PDF
• 2022-06-09 AttX: Attentive Cross-Connections for Fusion of Wearable Signals in Emotion Recognition    Anubhav Bhatti, Behnam Behinaein, Paul Hungler, Ali Etemad arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Emotion  CNN  PDF
• 2022-06-09 Efficient and Robust 2D-to-BEV Representation Learning via Geometry-guided Kernel Transformer    Shaoyu Chen, Tianheng Cheng, Xinggang Wang, Wenming Meng, Qian Zhang, Wenyu Liu arXiv_CV arXiv_CV  Transformer  Segmentation  Represenation_Learning  Pose  Autonomous  Inference  PDF
• 2022-06-09 Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis    Mengwei Ren, Neel Dey, Martin A. Styner, Kelly Botteron, Guido Gerig arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Regularization  Self-Supervised  Pose  Relation  Medical  PDF
• 2022-06-08 Learning Ego 3D Representation as Ray Tracing    Jiachen Lu, Zheyuan Zhou, Xiatian Zhu, Hang Xu, Li Zhang arXiv_CV arXiv_CV  Segmentation  3D  Sparse  Represenation_Learning  Detection  Object_Detection  Attention  PDF
• 2022-06-08 CO^3: Cooperative Unsupervised 3D Representation Learning for Autonomous Driving    Runjian Chen, Yao Mu, Runsen Xu, Wenqi Shao, Chenhan Jiang, Hang Xu, Zhenguo Li, Ping Luo arXiv_CV arXiv_CV  Unsupervised  Point_Cloud  3D  Represenation_Learning  Pose  Contrastive_Learning  Detection  Autonomous  Prediction  PDF
• 2022-06-08 Motif Mining and Unsupervised Representation Learning for BirdCLEF 2022    Anthony Miyaguchi, Jiangyue Yu, Bryan Cheungvivatpant, Dakota Dudley, Aniketh Swain arXiv_SD arXiv_SD  Unsupervised  Represenation_Learning  Classification  PDF
• 2022-06-08 Metric Based Few-Shot Graph Classification    Donato Crisostomi, Simone Antonelli, Valentino Maiorca, Luca Moschella, Riccardo Marin, Emanuele Rodolà arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Face  Classification  Deep_Learning  Few-Shot  PDF
• 2022-06-07 ObPose: Leveraging Canonical Pose for Object-Centric Scene Inference in 3D    Yizhe Wu, Oiwi Parker Jones, Ingmar Posner arXiv_AI arXiv_AI  Segmentation  Unsupervised  3D  Represenation_Learning  Pose  Inference  PDF
• 2022-06-07 Spatial Cross-Attention Improves Self-Supervised Visual Representation Learning    Mehdi Seyfi, Amin Banitalebi-Dehkordi, Yong Zhang arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  Detection  Relation  Object_Detection  Attention  Inference  PDF
• 2022-06-07 Extending Momentum Contrast with Cross Similarity Consistency Regularization    Mehdi Seyfi, Amin Banitalebi-Dehkordi, Yong Zhang arXiv_AI arXiv_AI  Represenation_Learning  Regularization  Self-Supervised  Pose  Classification  PDF
• 2022-06-07 Searching for Optimal Subword Tokenization in Cross-domain NER    Ruotian Ma, Yiding Tan, Xin Zhou, Xuanting Chen, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang arXiv_AI arXiv_AI  Unsupervised  Bert  Represenation_Learning  Pose  Classification  PDF
• 2022-06-07 TriBYOL: Triplet BYOL for Self-Supervised Representation Learning    Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Attention  PDF
• 2022-06-07 Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval    Yanmeng Wang, Jun Bai, Ye Wang, Jianfei Zhang, Wenge Rong, Zongcheng Ji, Shaojun Wang, Jing Xiao arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Action  Text_Generation  Inference  QA  Matching  PDF
• 2022-06-07 Masked Unsupervised Self-training for Zero-shot Image Classification    Junnan Li, Silvio Savarese, Steven C.H. Hoi arXiv_AI arXiv_AI  Unsupervised  Zero-Shot  Represenation_Learning  Regularization  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2022-06-06 CORE: Consistent Representation Learning for Face Forgery Detection    Yunsheng Ni, Depu Meng, Changqian Yu, Chengbin Quan, Dongchun Ren, Youjian Zhao arXiv_CV arXiv_CV  Represenation_Learning  Regularization  Pose  Face  Detection  CNN  PDF
• 2022-06-06 Learning with Capsules: A Survey    Fabio De Sousa Ribeiro, Kevin Duarte, Miles Everett, Georgios Leontidis, Mubarak Shah arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Pose  Survey  Deep_Learning  Relation  Attention  Medical  CNN  Inference  PDF
• 2022-06-06 UTTS: Unsupervised TTS with Conditional Disentangled Sequential Variational Auto-encoder    Jiachen Lian, Chunlei Zhang, Gopala Krishna Anumanchipalli, Dong Yu arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Speech  Self-Supervised  Pose  Inference  PDF
• 2022-06-06 Embrace the Gap: VAEs Perform Independent Mechanism Analysis    Patrik Reizinger, Luigi Gresele, Jack Brady, Julius von Kügelgen, Dominik Zietlow, Bernhard Schölkopf, Georg Martius, Wieland Brendel, Michel Besserve arXiv_AI arXiv_AI  Represenation_Learning  Inference  PDF
• 2022-06-06 Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data    Shohreh Deldari, Hao Xue, Aaqib Saeed, Jiayuan He, Daniel V. Smith, Flora D. Salim arXiv_CV arXiv_CV  Represenation_Learning  Review  Speech  Self-Supervised  Attention  PDF
• 2022-06-06 Anomaly Detection with Test Time Augmentation and Consistency Evaluation    Haowei He, Jiaye Teng, Yang Yuan arXiv_AI arXiv_AI  Represenation_Learning  Pose  Detection  Prediction  PDF
• 2022-06-05 A knowledge graph representation learning approach to predict novel kinase-substrate interactions    Sachin Gavali, Karen Ross, Chuming Chen, Julie Cowart, Cathy H. Wu arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Knowledge_Graph  Ontology  Action  Classification  PDF
• 2022-06-05 Semi-Supervised Learning for Mars Imagery Classification and Segmentation    Wenjing Wang, Lilang Lin, Zejia Fan, Jiaying Liu arXiv_CV arXiv_CV  Segmentation  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Classification  PDF
• 2022-06-03 Do-Operation Guided Causal Representation Learning with Reduced Supervision Strength    Jiageng Zhu, Hanchen Xie, Wael AbdAlmageed arXiv_AI arXiv_AI  Represenation_Learning  Pose  Relation  PDF
• 2022-06-03 Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination    Yizhen Zheng, Shirui Pan, Vincent Cs Lee, Yu Zheng, Philip S. Yu arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-06-03 GINK: Graph-based Interaction-aware Kinodynamic Planning via Reinforcement Learning for Autonomous Driving    Se-Wook Yoo, Seung-Woo Seo arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Action  Autonomous  Inference  PDF
• 2022-06-02 Entangled Residual Mappings    Mathias Lechner, Ramin Hasani, Zahra Babaiee, Radu Grosu, Daniela Rus, Thomas A. Henzinger, Sepp Hochreiter arXiv_AI arXiv_AI  Transformer  Sparse  Represenation_Learning  RNN  Relation  Attention  CNN  PDF
• 2022-06-02 Siamese Image Modeling for Self-Supervised Vision Representation Learning    Chenxin Tao, Xizhou Zhu, Gao Huang, Yu Qiao, Xiaogang Wang, Jifeng Dai arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Detection  Prediction  PDF
• 2022-06-02 Hard Negative Sampling Strategies for Contrastive Representation Learning    Afrina Tabassum, Muntasir Wahed, Hoda Eldardiry, Ismini Lourentzou arXiv_AI arXiv_AI  Represenation_Learning  Contrastive_Learning  PDF
• 2022-06-02 Self-supervised Learning of Audio Representations from Audio-Visual Data using Spatial Alignment    Shanshan Wang, Archontis Politis, Annamaria Mesaros, Tuomas Virtanen arXiv_SD arXiv_SD  Recognition  Scene_Classification  Represenation_Learning  Self-Supervised  Pose  Action_Recognition  Action  Classification  Detection  Object_Detection  PDF
• 2022-06-02 KPGT: Knowledge-Guided Pre-training of Graph Transformer for Molecular Property Prediction    Han Li, Dan Zhao, Jianyang Zeng arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Knowledge  Self-Supervised  Pose  Deep_Learning  Attention  Prediction  PDF
• 2022-06-01 A Generalized Supervised Contrastive Learning Framework    Jaewon Kim, Jooyoung Chang, Sang Min Park arXiv_CV arXiv_CV  Represenation_Learning  Regularization  Knowledge  Self-Supervised  Contrastive_Learning  PDF
• 2022-06-01 Strongly Augmented Contrastive Clustering    Xiaozhi Deng, Dong Huang, Ding-Hua Chen, Chang-Dong Wang, Jian-Huang Lai arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Attention  PDF
• 2022-06-01 Augmenting Message Passing by Retrieving Similar Graphs    Dingmin Wang, Shengchao Liu, Hanchen Wang, Linfeng Song, Jian Tang, Song Le, Bernardo Cuenca Grau, Qi Liu arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Classification  Attention  PDF
• 2022-05-31 Unsupervised Image Representation Learning with Deep Latent Particles    Tal Daniel, Aviv Tamar arXiv_AI arXiv_AI  Image_Caption  Unsupervised  Represenation_Learning  Video_Prediction  Pose  Detection  Prediction  PDF
• 2022-05-31 Contrasting quadratic assignments for set-based representation learning    Artem Moskalev, Ivan Sosnovik, Volker Fischer, Arnold Smeulders arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2022-05-31 Omni-Granular Ego-Semantic Propagation for Self-Supervised Graph Representation Learning    Ling Yang, Shenda Hong arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Classification  Attention  PDF
• 2022-05-31 EMS: Efficient and Effective Massively Multilingual Sentence Representation Learning    Zhuoyuan Mao, Chenhui Chu, Sadao Kurohashi arXiv_CL arXiv_CL  Reconstruction  Bert  Sentiment_Classification  Zero-Shot  Represenation_Learning  Pose  Contrastive_Learning  Classification  Sentiment  PDF
• 2022-05-31 Provable General Function Class Representation Learning in Multitask Bandits and MDPs    Rui Lu, Andrew Zhao, Simon S. Du, Gao Huang arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Pose  PDF
• 2022-05-31 Augmentation-Aware Self-Supervision for Data-Efficient GAN Training    Liang Hou, Qi Cao, Huawei Shen, Siyuan Pan, Xiaoshuang Li, Xueqi Cheng arXiv_AI arXiv_AI  Represenation_Learning  Adversarial  Self-Supervised  Pose  GAN  Prediction  PDF
• 2022-05-30 Analysis of Augmentations for Contrastive ECG Representation Learning    Sahar Soltanieh, Ali Etemad, Javad Hashemi arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Detection  PDF
• 2022-05-30 Self-Supervised Visual Representation Learning with Semantic Grouping    Xin Wen, Bingchen Zhao, Anlin Zheng, Xiangyu Zhang, Xiaojuan Qi arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Detection  Object_Detection  PDF
• 2022-05-30 CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning    Di Jin, Luzhi Wang, Yizhen Zheng, Xiang Li, Fei Jiang, Wei Lin, Shirui Pan arXiv_AI arXiv_AI  Tracking  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Action  Classification  Matching  PDF
• 2022-05-30 Embedding Graphs on Grassmann Manifold    Bingxin Zhou, Xuebin Zheng, Yu Guang Wang, Ming Li, Junbin Gao arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Classification  Relation  Prediction  PDF
• 2022-05-30 From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering    Jiangtong Li, Li Niu, Liqing Zhang arXiv_CV arXiv_CV  Video_Caption  Represenation_Learning  Caption  Prediction  QA  PDF
• 2022-05-29 Provable Benefits of Representational Transfer in Reinforcement Learning    Alekh Agarwal, Yuda Song, Wen Sun, Kaiwen Wang, Mengdi Wang, Xuezhou Zhang arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Pose  PDF
• 2022-05-29 Representation Gap in Deep Reinforcement Learning    Qiang He, Huangyuan Su, Jieyu Zhang, Xinwen Hou arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Pose  Action  Activity  PDF
• 2022-05-28 Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction    Dongjie Wang, Yanjie Fu, Kunpeng Liu, Xiaolin Li, Yan Solihin arXiv_AI arXiv_AI  Reconstruction  Reinforcement_Learning  Represenation_Learning  Pose  PDF
• 2022-05-28 CyCLIP: Cyclic Contrastive Language-Image Pretraining    Shashank Goel, Hritik Bansal, Sumit Bhatia, Ryan A. Rossi, Vishwa Vinay, Aditya Grover arXiv_CV arXiv_CV  Zero-Shot  Represenation_Learning  Pose  Classification  Inference  Prediction  PDF
• 2022-05-28 Data Generation for Satellite Image Classification Using Self-Supervised Representation Learning    Sarun Gulyanon, Wasit Limprasert, Pokpong Songmuang, Rachada Kongkachandra arXiv_CV arXiv_CV  Represenation_Learning  Knowledge  Self-Supervised  Pose  Classification  Image_Classification  PDF
• 2022-05-28 Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training    Renrui Zhang, Ziyu Guo, Peng Gao, Rongyao Fang, Bin Zhao, Dong Wang, Yu Qiao, Hongsheng Li arXiv_AI arXiv_AI  Transformer  Reconstruction  Segmentation  Point_Cloud  3D  Represenation_Learning  Self-Supervised  Pose  Classification  Detection  Few-Shot  Object_Detection  Attention  PDF
• 2022-05-27 Self-supervised models of audio effectively explain human cortical responses to speech    Aditya R. Vaidya, Shailee Jain, Alexander G. Huth arXiv_CL arXiv_CL  Bert  Represenation_Learning  Speech  Self-Supervised  Language_Model  Prediction  PDF
• 2022-05-27 Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions    Huaizu Jiang, Xiaojian Ma, Weili Nie, Zhiding Yu, Yuke Zhu, Anima Anandkumar arXiv_AI arXiv_AI  Recognition  Represenation_Learning  Action  Detection  Few-Shot  Prediction  PDF
• 2022-05-27 A Survey on Long-Tailed Visual Recognition    Lu Yang, He Jiang, Qing Song, Jun Guo arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Survey  Quantitative  Deep_Learning  PDF
• 2022-05-27 Semantic-aware Dense Representation Learning for Remote Sensing Image Change Detection    Hao Chen, Wenyuan Li, Song Chen, Zhenwei Shi arXiv_CV arXiv_CV  Transfer_Learning  Represenation_Learning  Self-Supervised  Pose  Quantitative  Deep_Learning  Detection  PDF
• 2022-05-26 Embed to Control Partially Observed Systems: Representation Learning with Provable Sample Efficiency    Lingxiao Wang, Qi Cai, Zhuoran Yang, Zhaoran Wang arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Optimization  Represenation_Learning  Knowledge  Adversarial  Pose  Face  GAN  PDF
• 2022-05-26 Cross-Architecture Self-supervised Video Representation Learning    Sheng Guo, Zihua Xiong, Yujie Zhong, Limin Wang, Xiaobo Guo, Bing Han, Weilin Huang arXiv_CV arXiv_CV  Transformer  Recognition  3D  Represenation_Learning  Self-Supervised  Contrastive_Learning  Action_Recognition  Action  Video_Retrieval  PDF
• 2022-05-26 Unsupervised Multi-object Segmentation Using Attention and Soft-argmax    Bruno Sauvalle, Arnaud de La Fortelle arXiv_CV arXiv_CV  Transformer  Reconstruction  Segmentation  Unsupervised  Represenation_Learning  Detection  Object_Detection  Attention  PDF
• 2022-05-26 HIRL: A General Framework for Hierarchical Image Representation Learning    Minghao Xu, Yuanfan Guo, Xuanyu Zhu, Jiawen Li, Zhenbang Sun, Jian Tang, Yi Xu, Bingbing Ni arXiv_CV arXiv_CV  Image_Caption  Represenation_Learning  Self-Supervised  Pose  PDF
• 2022-05-26 Matryoshka Representations for Adaptive Deployment    Aditya Kusupati, Gantavya Bhatt, Aniket Rege, Matthew Wallingford, Aditya Sinha, Vivek Ramanujan, William Howard-Snyder, Kaifeng Chen, Sham Kakade, Prateek Jain, Ali Farhadi arXiv_CV arXiv_CV  Embedding  Bert  Represenation_Learning  Pose  Classification  Few-Shot  Inference  PDF
• 2022-05-26 MixMIM: Mixed and Masked Image Modeling for Efficient Visual Representation Learning    Jihao Liu, Xin Huang, Yu Liu, Hongsheng Li arXiv_CV arXiv_CV  Transformer  Reconstruction  Represenation_Learning  Pose  PDF
• 2022-05-25 Improving Subgraph Representation Learning via Multi-View Augmentation    Yili Shen, Jiaxu Yan, Cheng-Wei Ju, Jun Yi, Zhou Lin, Hui Guan arXiv_AI arXiv_AI  Represenation_Learning  Pose  Classification  Prediction  PDF
• 2022-05-25 Towards Using Data-Centric Approach for Better Code Representation Learning    Anh Dau, Thang Nguyen-Duc, Hoang Thanh-Tung, Nghi Bui arXiv_AI arXiv_AI  Represenation_Learning  Classification  Prediction  PDF
• 2022-05-25 New Intent Discovery with Pre-training and Contrastive Learning    Yuwei Zhang, Haode Zhang, Li-Ming Zhan, Xiao-Ming Wu, Albert Y.S. Lam arXiv_CL arXiv_CL  Unsupervised  Recognition  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2022-05-25 NECA: Network-Embedded Deep Representation Learning for Categorical Data    Xiaonan Gao, Sen Wu, Wenjun Zhou arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Pose  Relation  PDF
• 2022-05-25 Contrastive Learning with Boosted Memorization    Zhihan Zhou, Jiangchao Yao, Yanfeng Wang, Bo Han, Ya Zhang arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-05-25 Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages    Kevin Heffernan, Onur Çelebi, Holger Schwenk arXiv_CL arXiv_CL  Represenation_Learning  Self-Supervised  NMT  PDF
• 2022-05-25 Mutual Information Divergence: A Unified Metric for Multimodal Generative Models    Jin-Hwa Kim, Yunji Kim, Jiyoung Lee, Kang Min Yoo, Sang-Woo Lee arXiv_AI arXiv_AI  Image_Caption  Represenation_Learning  Pose  Caption  PDF
• 2022-05-25 TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation    Rongjie Huang, Zhou Zhao, Jinglin Liu, Huadai Liu, Yi Ren, Lichao Zhang, Jinzheng He arXiv_CL arXiv_CL  Enhancement  Represenation_Learning  Speech  Self-Supervised  Pose  Inference  PDF
• 2022-05-24 Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks    Yijun Tian, Chuxu Zhang, Zhichun Guo, Yihong Ma, Ronald Metoyer, Nitesh V. Chawla arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Adversarial  Pose  Classification  Relation  Attention  Prediction  PDF
• 2022-05-24 Emergent Communication through Metropolis-Hastings Naming Game with Deep Generative Models    Tadahiro Taniguchi, Yuto Yoshida, Akira Taniguchi, Yoshinobu Hagiwara arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Inference  PDF
• 2022-05-24 Multi-Augmentation for Efficient Visual Representation Learning for Self-supervised Pre-training    Van-Nhiem Tran, Chi-En Huang, Shen-Hsuan Liu, Kai-Lin Yang, Timothy Ko, Yung-Hui Li arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  PDF
• 2022-05-24 SCVRL: Shuffled Contrastive Video Representation Learning    Michael Dorkenwald, Fanyi Xiao, Biagio Brattoli, Joseph Tighe, Davide Modolo arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-05-24 Learning multi-scale functional representations of proteins from single-cell microscopy data    Anastasia Razdaibiedina, Alexander Brechalov arXiv_CV arXiv_CV  Represenation_Learning  Pose  Classification  Deep_Learning  CNN  PDF
• 2022-05-23 Conditional Supervised Contrastive Learning for Fair Text Classification    Jianfeng Chi, William Shand, Yaodong Yu, Kai-Wei Chang, Han Zhao, Yuan Tian arXiv_AI arXiv_AI  Text_Classification  Represenation_Learning  Pose  Contrastive_Learning  Classification  Attention  PDF
• 2022-05-23 Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities    Benjamin Hsu, Graham Horwood arXiv_CL arXiv_CL  Transformer  Represenation_Learning  Contrastive_Learning  Classification  Inference  PDF
• 2022-05-23 Causal Machine Learning for Healthcare and Precision Medicine    Pedro Sanchez, Jeremy P. Voisey, Tian Xia, Hannah I. Watson, Alison Q. ONeil, Sotirios A. Tsaftaris arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Review  Action  Relation  Inference  PDF
• 2022-05-23 UnifieR: A Unified Retriever for Large-Scale Retrieval    Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu, Kai Zhang, Daxin Jiang arXiv_CL arXiv_CL  Represenation_Learning  Pose  Language_Model  PDF
• 2022-05-23 Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking    Ilchae Jung, Minji Kim, Eunhyeok Park, Bohyung Han arXiv_CV arXiv_CV  Tracking  Represenation_Learning  Pose  Action  PDF
• 2022-05-23 PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection    Linfeng Zhang, Runpei Dong, Hung-Shuo Tai, Kaisheng Ma arXiv_CV arXiv_CV  Point_Cloud  3D  Represenation_Learning  Knowledge  Pose  Detection  Object_Detection  PDF
• 2022-05-22 Geo-Localization via Ground-to-Satellite Cross-View Image Retrieval    Zelong Zeng, Zheng Wang, Fan Yang, Shin'ichi Satoh arXiv_CV arXiv_CV  Represenation_Learning  Image_Retrieval  Pose  Drone  PDF
• 2022-05-22 Relphormer: Relational Graph Transformer for Knowledge Graph Representation    Zhen Bi, Siyuan Cheng, Ningyu Zhang, Xiaozhuan Liang, Feiyu Xiong, Huajun Chen arXiv_CL arXiv_CL  Transformer  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Relation  Attention  Prediction  PDF
• 2022-05-21 Self-Supervised Speech Representation Learning: A Review    Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-Wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe arXiv_CL arXiv_CL  Embedding  Recognition  Represenation_Learning  Review  Speech  Self-Supervised  Deep_Learning  Speech_Recognition  PDF
• 2022-05-21 Improvements to Self-Supervised Representation Learning for Masked Image Modeling    Jiawei Mao, Xuesong Yin, Yuanqi Chang, Honggu Zhou arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Prediction  PDF
• 2022-05-20 Towards Understanding Grokking: An Effective Theory of Representation Learning    Ziming Liu, Ouail Kitouni, Niklas Nolte, Eric J. Michaud, Max Tegmark, Mike Williams arXiv_AI arXiv_AI  Represenation_Learning  Deep_Learning  PDF
• 2022-05-20 Heterformer: A Transformer Architecture for Node Representation Learning on Heterogeneous Text-Rich Networks    Bowen Jin, Yu Zhang, Qi Zhu, Jiawei Han arXiv_CL arXiv_CL  Transformer  Enhancement  Represenation_Learning  Pose  Classification  Attention  Language_Model  Prediction  PDF
• 2022-05-20 Visual Concepts Tokenization    Tao Yang, Yuwang Wang, Yan Lu, Nanning Zheng arXiv_CV arXiv_CV  Transformer  Unsupervised  Represenation_Learning  Pose  Attention  PDF
• 2022-05-20 Towards Explanation for Unsupervised Graph-Level Representation Learning    Qinghua Zheng, Jihong Wang, Minnan Luo, Yaoliang Yu, Jundong Li, Lina Yao, Xiaojun Chang arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Action  Classification  PDF
• 2022-05-19 Improving Multi-Task Generalization via Regularizing Spurious Correlation    Ziniu Hu, Zhe Zhao, Xinyang Yi, Tiansheng Yao, Lichan Hong, Yizhou Sun, Ed H. Chi arXiv_AI arXiv_AI  Represenation_Learning  Regularization  Knowledge  Pose  Relation  PDF
• 2022-05-19 Robust and Efficient Medical Imaging with Self-Supervision    Shekoofeh Azizi, Laura Culp, Jan Freyberg, Basil Mustafa, Sebastien Baur, Simon Kornblith, Ting Chen, Patricia MacWilliams, S. Sara Mahdavi, Ellery Wulczyn, Boris Babenko, Megan Wilson, Aaron Loh, Po-Hsuan Cameron Chen, Yuan Liu, Pinal Bavishi, Scott Mayer McKinney, Jim Winkens, Abhijit Guha Roy, Zach Beaver, Fiona Ryan, Justin Krogue, Mozziyar Etemadi, Umesh Telang, Yun Liu, Lily Peng, Greg S. Corrado, Dale R. Webster, David Fleet, Geoffrey Hinton, Neil Houlsby, Alan Karthikesalingam, Mohammad Norouzi, Vivek Natarajan arXiv_AI arXiv_AI  Transfer_Learning  Represenation_Learning  Self-Supervised  Medical  Matching  PDF
• 2022-05-19 Are Graph Representation Learning Methods Robust to Graph Sparsity and Asymmetric Node Information?    Pierre Sevestre, Marine Neyret arXiv_AI arXiv_AI  Represenation_Learning  Action  PDF
• 2022-05-19 Masked Image Modeling with Denoising Contrast    Kun Yi, Yixiao Ge, Xiaotong Li, Shusheng Yang, Dian Li, Jianping Wu, Ying Shan, Xiaohu Qie arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Contrastive_Learning  Classification  Detection  Object_Detection  Denoising  Image_Classification  Prediction  PDF
• 2022-05-19 Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning    Yuxin Zhang, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Changsheng Xu arXiv_CV arXiv_CV  Style_Transfer  Enhancement  Represenation_Learning  Pose  Contrastive_Learning  Quantitative  PDF
• 2022-05-19 Image Augmentation Based Momentum Memory Intrinsic Reward for Sparse Reward Visual Scenes    Zheng Fang, Biao Zhao, Guizhong Liu arXiv_AI arXiv_AI  Sparse  Represenation_Learning  Self-Supervised  Pose  PDF
• 2022-05-19 3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation    Minh Tran, Viet-Khoa Vo-Ho, Ngan T.H. Le arXiv_CV arXiv_CV  Segmentation  3D  Represenation_Learning  Pose  Classification  Attention  Medical  CNN  PDF
• 2022-05-18 Masked Autoencoders As Spatiotemporal Learners    Christoph Feichtenhofer, Haoqi Fan, Yanghao Li, Kaiming He arXiv_CV arXiv_CV  Transformer  Embedding  Bert  Represenation_Learning  Knowledge  PDF
• 2022-05-18 Cross-subject Action Unit Detection with Meta Learning and Transformer-based Relation Modeling    Jiyuan Cao, Zhilei Liu, Yong Zhang arXiv_CV arXiv_CV  Transformer  Embedding  Represenation_Learning  Pose  Emotion  Action  Deep_Learning  Detection  Relation  PDF
• 2022-05-17 Self-Supervised Learning of Multi-Object Keypoints for Robotic Manipulation    Jan Ole von Hartz, Eugenio Chisari, Tim Welschehold, Abhinav Valada arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  PDF
• 2022-05-17 KGNN: Distributed Framework for Graph Neural Knowledge Representation    Binbin Hu, Zhiyang Hu, Zhiqiang Zhang, Jun Zhou, Chuan Shi arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Knowledge_Graph  Classification  Relation  Prediction  PDF
• 2022-05-17 A two-steps approach to improve the performance of Android malware detectors    Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  Prediction  PDF
• 2022-05-17 Monotonicity Regularization: Improved Penalties and Novel Applications to Disentangled Representation Learning and Robust Classification    Joao Monteiro, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Greg Mori arXiv_AI arXiv_AI  Represenation_Learning  Regularization  Pose  Classification  Image_Classification  Prediction  PDF
• 2022-05-17 SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation    Sameer Khurana, Antoine Laurent, James Glass arXiv_CL arXiv_CL  Embedding  Bert  Represenation_Learning  Speech  Pose  PDF
• 2022-05-16 Poincaré Heterogeneous Graph Neural Networks for Sequential Recommendation    Naicheng Guo, Xiaolei Liu, Shaoshuai Li, Qiongxu Ma, Kaixin Gao, Bing Han, Lin Zheng, Xiaobo Guo arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Attention  Recommendation  PDF
• 2022-05-16 An Empirical Investigation of Representation Learning for Imitation    Xin Chen, Sam Toyer, Cody Wild, Scott Emmons, Ian Fischer, Kuang-Huei Lee, Neel Alex, Steven H Wang, Ping Luo, Stuart Russell, Pieter Abbeel, Rohin Shah arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Pose  Classification  Image_Classification  PDF
• 2022-05-15 Clinical outcome prediction under hypothetical interventions -- a representation learning framework for counterfactual reasoning    Yikuan Li, Mohammad Mamouei, Shishir Rao, Abdelaali Hassaine, Dexter Canoy, Thomas Lukasiewicz, Kazem Rahimi, Gholamreza Salimi-Khorshidi arXiv_AI arXiv_AI  Represenation_Learning  Pose  Prediction  PDF
• 2022-05-15 Real-centric Consistency Learning for Deepfake Detection    Ruiqi Zha, Zhichao Lian, Qianmu Li, Siqi Gu arXiv_CV arXiv_CV  Represenation_Learning  Pose  Face  Action  Detection  PDF
• 2022-05-15 Learning Lip-Based Audio-Visual Speaker Embeddings with AV-HuBERT    Bowen Shi, Abdelrahman Mohamed, Wei-Ning Hsu arXiv_CV arXiv_CV  Embedding  Bert  Represenation_Learning  Speech  Self-Supervised  Pose  PDF
• 2022-05-14 Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation    Chae Eun Lee, Hyelim Park, Yeong-Gil Shin, Minyoung Chung arXiv_CV arXiv_CV  Segmentation  Embedding  Represenation_Learning  Regularization  Adversarial  Pose  Relation  GAN  Medical  Prediction  PDF
• 2022-05-14 BronchusNet: Region and Structure Prior Embedded Representation Learning for Bronchus Segmentation and Classification    Wenhao Huang, Haifan Gong, Huan Zhang, Yu Wang, Haofeng Li, Guanbin Li, Hong Shen arXiv_CV arXiv_CV  Reconstruction  Segmentation  Represenation_Learning  Pose  Action  Classification  PDF
• 2022-05-13 Unsupervised Representation Learning for 3D MRI Super Resolution with Degradation Adaptation    Jianan Liu, Hao Li, Tao Huang, Euijoon Ahn, Adeel Razi, Wei Xiang arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Super_Resolution  3D  Represenation_Learning  Pose  Deep_Learning  PDF
• 2022-05-13 Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning    Huijuan Wang, Siming Dai, Weiyue Su, Hui Zhong, Zeyang Fang, Zhengjie Huang, Shikun Feng, Zeyu Chen, Yu Sun, Dianhai Yu arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Relation  Attention  Prediction  PDF
• 2022-05-12 Visuomotor Control in Multi-Object Scenes Using Object-Aware Representations    Negin Heravi, Ayzaan Wahid, Corey Lynch, Pete Florence, Travis Armstrong, Jonathan Tompson, Pierre Sermanet, Jeannette Bohg, Debidatta Dwibedi arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Relation  Prediction  PDF
• 2022-05-12 Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System    Kaixuan Chen, Shunyu Liu, Na Yu, Rong Yan, Quan Zhang, Jie Song, Zunlei Feng, Mingli Song arXiv_AI arXiv_AI  Represenation_Learning  Pose  Classification  PDF
• 2022-05-12 Unsupervised Driving Behavior Analysis using Representation Learning and Exploiting Group-based Training    Soma Bandyopadhyay, Anish Datta, Shruti Sachan, Arpan Pal arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  PDF
• 2022-05-12 Accounting for the Sequential Nature of States to Learn Features for Reinforcement Learning    Nathan Michlo, Devon Jarvis, Richard Klein, Steven James arXiv_CV arXiv_CV  Reinforcement_Learning  Represenation_Learning  PDF
• 2022-05-12 Group R-CNN for Weakly Semi-supervised Object Detection with Points    Shilong Zhang, Zhuoran Yu, Liyang Liu, Xinjiang Wang, Aojun Zhou, Kai Chen arXiv_CV arXiv_CV  Enhancement  Represenation_Learning  Pose  Detection  Object_Detection  PDF
• 2022-05-12 AdaVAE: Exploring Adaptive GPT-2s in Variational Auto-Encoders for Language Modeling    Haoqin Tu, Zhongliang Yang, Jinshuai Yang, Siyu Zhang, Yongfeng Huang arXiv_CL arXiv_CL  Represenation_Learning  RNN  GAN  Language_Model  PDF
• 2022-05-12 Entity-aware and Motion-aware Transformers for Language-driven Action Localization in Videos    Shuo Yang, Xinxiao Wu arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Action_Localization  Pose  Action  Attention  Prediction  Matching  PDF
• 2022-05-11 A deep representation learning speech enhancement method using $beta$-VAE    Yang Xiang, Jesper Lisby Højvang, Morten Højfeldt Rasmussen, Mads Græsbøll Christensen arXiv_SD arXiv_SD  Reconstruction  Enhancement  Represenation_Learning  Speech  Pose  PDF
• 2022-05-11 Scene Consistency Representation Learning for Video Scene Segmentation    Haoqian Wu, Keyu Chen, Yanan Luo, Ruizhi Qiao, Bo Ren, Haozhe Liu, Weicheng Xie, Linlin Shen arXiv_AI arXiv_AI  Segmentation  Represenation_Learning  Self-Supervised  Pose  PDF
• 2022-05-11 Contrastive Supervised Distillation for Continual Representation Learning    Tommaso Barletti, Niccolo' Biondi, Federico Pernici, Matteo Bruni, Alberto Del Bimbo arXiv_AI arXiv_AI  Represenation_Learning  Pose  Classification  PDF
• 2022-05-11 Hyperspectral Image Classification With Contrastive Graph Convolutional Network    Wentao Yu, Sheng Wan, Guangyu Li, Jian Yang, Chen Gong arXiv_AI arXiv_AI  Represenation_Learning  Pose  Contrastive_Learning  Quantitative  Classification  Relation  CNN  Image_Classification  PDF
• 2022-05-10 From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective    Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant arXiv_CL arXiv_CL  Zero-Shot  Sparse  Represenation_Learning  Pose  Attention  Language_Model  Matching  PDF
• 2022-05-10 Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training    Cheng Xue, Lequan Yu, Pengfei Chen, Qi Dou, Pheng-Ann Heng arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Classification  Medical  Image_Classification  PDF
• 2022-05-10 CoDo: Contrastive Learning with Downstream Background Invariance for Detection    Bing Zhao, Jun Li, Hong Zhu arXiv_AI arXiv_AI  Transfer_Learning  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Object_Detection  PDF
• 2022-05-09 Surreal-GAN:Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns    Zhijian Yang, Junhao Wen, Christos Davatzikos arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Regularization  Pose  GAN  PDF
• 2022-05-08 Multimodal Semi-Supervised Learning for Text Recognition    Aviad Aberdam, Roy Ganz, Shai Mazor, Ron Litman arXiv_AI arXiv_AI  Recognition  Represenation_Learning  Regularization  Self-Supervised  Pose  Scene_Text  Language_Model  PDF
• 2022-05-07 Representation Learning for Compressed Video Action Recognition via Attentive Cross-modal Interaction with Motion Enhancement    Bing Li, Jiaxin Chen, Dongming Zhang, Xiuguo Bao, Di Huang arXiv_CV arXiv_CV  Enhancement  Recognition  Sparse  Represenation_Learning  Pose  Action_Recognition  Action  Denoising  Attention  PDF
• 2022-05-06 Functional2Structural: Cross-Modality Brain Networks Representation Learning    Haoteng Tang, Xiyao Fu, Lei Guo, Yalin Wang, Scott Mackin, Olusola Ajilore, Alex Leow, Paul Thompson, Heng Huang, Liang Zhan arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Prediction  PDF
• 2022-05-05 End-to-End Image-Based Fashion Recommendation    Shereen Elsayed, Lukas Brinkmeyer, Lars Schmidt-Thieme arXiv_AI arXiv_AI  Represenation_Learning  Pose  Recommendation  PDF
• 2022-05-05 Heterogeneous Domain Adaptation with Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity    Mohammadreza Ebrahimi, Yidong Chai, Hao Helen Zhang, Hsinchun Chen arXiv_AI arXiv_AI  Optimization  Represenation_Learning  Knowledge  Adversarial  Pose  PDF
• 2022-05-05 M2R2: Missing-Modality Robust emotion Recognition framework with iterative data augmentation    Ning Wang arXiv_AI arXiv_AI  Recognition  Represenation_Learning  Adversarial  Pose  Emotion  Attention  PDF
• 2022-05-05 DouFu: A Double Fusion Joint Learning Method For Driving Trajectory Representation    Han Wang, Zhou Huang, Xiao Zhou, Ganmin Yin, Yi Bao arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Classification  Relation  Attention  Recommendation  PDF
• 2022-05-05 Relational Representation Learning in Visually-Rich Documents    Xin Li, Yan Zheng, Yiqing Hu, Haoyu Cao, Yunfei Wu, Deqiang Jiang, Yinsong Liu, Bo Ren arXiv_CL arXiv_CL  Recognition  OCR  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  Action  Detection  Relation  PDF
• 2022-05-04 GRU-TV: Time- and velocity-aware GRU for patient representation on multivariate clinical time-series data    Ningtao Liu, Ruoxi Gao, Jing Yuan, Calire Park, Shuwei Xing, Shuiping Gou arXiv_AI arXiv_AI  Represenation_Learning  RNN  Pose  PDF
• 2022-05-04 CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training    Xin Wang, Yasheng Wang, Yao Wan, Jiawei Wang, Pingyi Zhou, Li Li, Hao Wu, Jin Liu arXiv_AI arXiv_AI  Represenation_Learning  Pose  Contrastive_Learning  Detection  Inference  PDF
• 2022-05-04 TransRank: Self-supervised Video Representation Learning via Ranking-based Transformation Recognition    Haodong Duan, Nanxuan Zhao, Kai Chen, Dahua Lin arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Action_Recognition  Action  Classification  Video_Retrieval  PDF
• 2022-05-04 Towards Job-Transition-Tag Graph for a Better Job Title Representation Learning    Jun Zhu, Céline Hudelot arXiv_AI arXiv_AI  Embedding  Sparse  Represenation_Learning  Pose  PDF
• 2022-05-04 Self-supervised learning unveils morphological clusters behind lung cancer types and prognosis    Adalberto Claudio Quiros, Nicolas Coudray, Anna Yeaton, Xinyu Yang, Luis Chiriboga, Afreen Karimkhan, Navneet Narula, Harvey Pass, Andre L. Moreira, John Le Quesne, Aristotelis Tsirigos, Ke Yuan arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Deep_Learning  Detection  Prediction  PDF
• 2022-05-04 CoCa: Contrastive Captioners are Image-Text Foundation Models    Jiahui Yu, Zirui Wang, Vijay Vasudevan, Legg Yeung, Mojtaba Seyedhosseini, Yonghui Wu arXiv_CV arXiv_CV  Image_Caption  Transformer  Embedding  Recognition  Zero-Shot  Represenation_Learning  Classification  VQA  Attention  Caption  QA  PDF
• 2022-05-03 Cross-modal Representation Learning for Zero-shot Action Recognition    Chung-Ching Lin, Kevin Lin, Linjie Li, Lijuan Wang, Zicheng Liu arXiv_CV arXiv_CV  Transformer  Embedding  Recognition  Zero-Shot  Represenation_Learning  Knowledge  Action_Recognition  Action  Activity  Inference  PDF
• 2022-05-02 Using Constraint Programming and Graph Representation Learning for Generating Interpretable Cloud Security Policies    Mikhail Kazdagli, Mohit Tiwari, Akshat Kumar arXiv_AI arXiv_AI  Represenation_Learning  GAN  PDF
• 2022-05-02 DFC: Anatomically Informed Fiber Clustering with Self-supervised Deep Learning for Fast and Effective Tractography Parcellation    Yuqian Chen, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Fan Zhang, Lauren J. O'Donnell arXiv_CV arXiv_CV  Unsupervised  Point_Cloud  Represenation_Learning  Self-Supervised  Pose  Deep_Learning  PDF
• 2022-05-01 Preserve Pre-trained Knowledge: Transfer Learning With Self-Distillation For Action Recognition    Yang Zhou, Zhanhao He, Keyu Lu, Guanhong Wang, Gaoang Wang arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Action_Recognition  Action  PDF
• 2022-05-01 UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual Dialog    Cheng Chen, Yudong Zhu, Zhenshan Tan, Qingrong Cheng, Xin Jiang, Qun Liu, Xiaodong Gu arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Pose  Contrastive_Learning  Relation  PDF
• 2022-04-30 Multimodal Representation Learning With Text and Images    Aishwarya Jayagopal, Ankireddy Monica Aiswarya, Ankita Garg, Srinivasan Kolumam Nandakumar arXiv_CL arXiv_CL  Unsupervised  Represenation_Learning  Speech  Classification  PDF
• 2022-04-29 On Negative Sampling for Audio-Visual Contrastive Learning from Movies    Mahdi M. Kalayeh, Shervin Ardeshir, Lingyi Liu, Nagendra Kamath, Ashok Chandrashekar arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Contrastive_Learning  Action_Recognition  Action  Classification  PDF
• 2022-04-29 Vision-Language Pre-Training for Boosting Scene Text Detectors    Sibo Song, Jianqiang Wan, Zhibo Yang, Jun Tang, Wenqing Cheng, Xiang Bai, Cong Yao arXiv_AI arXiv_AI  Represenation_Learning  Pose  Scene_Text  Contrastive_Learning  Action  Detection  Object_Detection  Language_Model  Prediction  PDF
• 2022-04-29 RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning    Yun Zhu, Jianhao Guo, Fei Wu, Siliang Tang arXiv_AI arXiv_AI  Represenation_Learning  Adversarial  Pose  Contrastive_Learning  PDF
• 2022-04-28 TTAGN: Temporal Transaction Aggregation Graph Network for Ethereum Phishing Scams Detection    Sijia Li, Gaopeng Gou, Chang Liu, Chengshang Hou, Zhenzhen Li, Gang Xiong arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Detection  Relation  PDF
• 2022-04-28 Unsupervised Voice-Face Representation Learning by Cross-Modal Prototype Contrast    Boqing Zhu, Kele Xu, Changjian Wang, Zheng Qin, Tao Sun, Huaimin Wang, Yuxing Peng arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Face  Relation  PDF
• 2022-04-27 Offline Visual Representation Learning for Embodied Navigation    Karmesh Yadav, Ram Ramrakhya, Arjun Majumdar, Vincent-Pierre Berges, Sachit Kuhar, Dhruv Batra, Alexei Baevski, Oleksandr Maksymets arXiv_CV arXiv_CV  3D  Represenation_Learning  Self-Supervised  Action  PDF
• 2022-04-27 Use All The Labels: A Hierarchical Multi-Label Contrastive Learning Framework    Shu Zhang, Ran Xu, Caiming Xiong, Chetan Ramaiah arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Self-Supervised  Contrastive_Learning  Relation  PDF
• 2022-04-27 Self-Supervised Learning of Object Parts for Semantic Segmentation    Adrian Ziegler, Yuki M. Asano arXiv_CV arXiv_CV  Image_Caption  Transformer  Segmentation  Unsupervised  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Pose  Detection  PDF
• 2022-04-27 GTNet: A Tree-Based Deep Graph Learning Architecture    Nan Wu, Chaofan Wang arXiv_AI arXiv_AI  Represenation_Learning  Pose  Attention  PDF
• 2022-04-27 A Comprehensive Understanding of Code-mixed Language Semantics using Hierarchical Transformer    Ayan Sengupta, Tharun Suresh, Md Shad Akhtar, Tanmoy Chakraborty arXiv_CL arXiv_CL  Transformer  Embedding  Transfer_Learning  Zero-Shot  Represenation_Learning  Pose  Relation  Attention  Language_Model  PDF
• 2022-04-27 Human-Centered Prior-Guided and Task-Dependent Multi-Task Representation Learning for Action Recognition Pre-Training    Guanhong Wang, Keyu Lu, Yang Zhou, Zhanhao He, Gaoang Wang arXiv_CV arXiv_CV  Human_Parsing  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Relation  PDF
• 2022-04-26 Meta-free representation learning for few-shot learning via stochastic weight averaging    Kuilin Chen, Chi-Guhn Lee arXiv_CV arXiv_CV  Transfer_Learning  Represenation_Learning  Pose  Classification  Few-Shot  Attention  Prediction  PDF
• 2022-04-26 ATST: Audio Representation Learning with Teacher-Student Transformer    Xian Li, Xiaofei Li arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Knowledge  Self-Supervised  Pose  PDF
• 2022-04-26 Causal Reasoning with Spatial-temporal Representation Learning: A Prospective Study    Yang Liu, Yushen Wei, Hong Yan, Guanbin Li, Liang Lin arXiv_AI arXiv_AI  Video_Caption  Represenation_Learning  Review  Pose  Action  Relation  Inference  PDF
• 2022-04-25 Task-Induced Representation Learning    Jun Yamada, Karl Pertsch, Anisha Gunjal, Joseph J. Lim arXiv_AI arXiv_AI  Reconstruction  Unsupervised  Reinforcement_Learning  Represenation_Learning  Contrastive_Learning  Prediction  PDF
• 2022-04-24 Empowering Next POI Recommendation with Multi-Relational Modeling    Zheng Huang, Jing Ma, Yushun Dong, Natasha Zhang Foutz, Jundong Li arXiv_AI arXiv_AI  Represenation_Learning  RNN  Pose  Relation  Recommendation  PDF
• 2022-04-24 Large Scale Time-Series Representation Learning via Simultaneous Low and High Frequency Feature Bootstrapping    Vandan Gorade, Azad Singh, Deepak Mishra arXiv_CV arXiv_CV  Transformer  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  CNN  PDF
• 2022-04-23 Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning    Vishakh Padmakumar, Leonard Lausen, Miguel Ballesteros, Sheng Zha, He He, George Karypis arXiv_CL arXiv_CL  Represenation_Learning  PDF
• 2022-04-23 Decoupled Side Information Fusion for Sequential Recommendation    Yueqi Xie, Peilin Zhou, Sunghun Kim arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Action  Relation  Attention  Prediction  Recommendation  PDF
• 2022-04-23 All-optical graph representation learning using integrated diffractive photonic computing units    Tao Yan, Rui Yang, Ziyang Zheng, Xing Lin, Hongkai Xiong, Qionghai Dai arXiv_AI arXiv_AI  Represenation_Learning  Pose  Action  Classification  Deep_Learning  PDF
• 2022-04-22 iCAR: Bridging Image Classification and Image-text Alignment for Visual Recognition    Yixuan Wei, Yue Cao, Zheng Zhang, Zhuliang Yao, Zhenda Xie, Han Hu, Baining Guo arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Recognition  Zero-Shot  Represenation_Learning  Pose  Action_Recognition  Action  Classification  Detection  Few-Shot  Object_Detection  Image_Classification  PDF
• 2022-04-22 A Closer Look at Personalization in Federated Image Classification    Changxing Jing, Yan Huang, Yihong Zhuang, Liyan Sun, Yue Huang, Zhenlong Xiao, Xinghao Ding arXiv_AI arXiv_AI  Represenation_Learning  Pose  Classification  Image_Classification  PDF
• 2022-04-21 DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis    Fatemeh Haghighi, Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang arXiv_CV arXiv_CV  Represenation_Learning  Adversarial  Self-Supervised  GAN  Medical  PDF
• 2022-04-21 PreTraM: Self-Supervised Pre-training via Connecting Trajectory and Map    Chenfeng Xu, Tian Li, Chen Tang, Lingfeng Sun, Kurt Keutzer, Masayoshi Tomizuka, Alireza Fathi, Wei Zhan arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Deep_Learning  PDF
• 2022-04-21 Adversarial Contrastive Learning by Permuting Cluster Assignments    Muntasir Wahed, Afrina Tabassum, Ismini Lourentzou arXiv_CV arXiv_CV  Represenation_Learning  Knowledge  Adversarial  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-04-21 DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings    Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljačić, Shang-Wen Li, Wen-tau Yih, Yoon Kim, James Glass arXiv_CL arXiv_CL  Embedding  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Language_Model  PDF
• 2022-04-21 DropMessage: Unifying Random Dropping for Graph Neural Networks    Taoran Fang, Zhiqing Xiao, Chunping Wang, Jiarong Xu, Xuan Yang, Yang Yang arXiv_AI arXiv_AI  Represenation_Learning  Pose  Face  PDF
• 2022-04-21 MedFACT: Modeling Medical Feature Correlations in Patient Health Representation Learning via Feature Clustering    Xinyu Ma, Xu Chu, Yasha Wang, Hailong Yu, Liantao Ma, Wen Tang, Junfeng Zhao arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Pose  Action  Relation  Medical  CNN  Prediction  PDF
• 2022-04-21 Transformer-Guided Convolutional Neural Network for Cross-View Geolocalization    Teng Wang, Shujuan Fan, Daikun Liu, Changyin Sun arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Salient  Pose  CNN  Matching  PDF
• 2022-04-21 SimMC: Simple Masked Contrastive Learning of Skeleton Representations for Unsupervised Person Re-Identification    Haocong Rao, Chunyan Miao arXiv_CV arXiv_CV  Person_Re-identification  Unsupervised  3D  Represenation_Learning  Pose  Contrastive_Learning  Deep_Learning  Relation  Re-identification  PDF
• 2022-04-20 Generative or Contrastive? Phrase Reconstruction for Better Sentence Representation Learning    Bohong Wu, Hai Zhao arXiv_CL arXiv_CL  Reconstruction  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Attention  Language_Model  PDF
• 2022-04-20 NFormer: Robust Person Re-identification with Neighbor Transformer    Haochen Wang, Jiayi Shen, Yongtuo Liu, Yan Gao, Efstratios Gavves arXiv_AI arXiv_AI  Transformer  Person_Re-identification  Sparse  Represenation_Learning  Pose  Action  Relation  Attention  Re-identification  PDF
• 2022-04-19 Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations    Atsuhiro Noguchi, Xiao Sun, Stephen Lin, Tatsuya Harada arXiv_CV arXiv_CV  Unsupervised  3D  Represenation_Learning  Adversarial  Pose  GAN  PDF
• 2022-04-19 GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning    Chenxin Xu, Maosen Li, Zhenyang Ni, Ya Zhang, Siheng Chen arXiv_CV arXiv_CV  Represenation_Learning  Pose  Action  Relation  Prediction  PDF
• 2022-04-18 LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking    Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Self-Supervised  Pose  Classification  VQA  Image_Classification  Language_Model  PDF
• 2022-04-18 Empirical Evaluation and Theoretical Analysis for Representation Learning: A Survey    Kento Nozawa, Issei Sato arXiv_CV arXiv_CV  Represenation_Learning  Review  Survey  PDF
• 2022-04-16 Graph-incorporated Latent Factor Analysis for High-dimensional and Sparse Matrices    Di Wu, Yi He, Xin Luo arXiv_AI arXiv_AI  Embedding  Sparse  Represenation_Learning  Knowledge  Pose  Action  PDF
• 2022-04-15 MultiEarth 2022 -- Multimodal Learning for Earth and Environment Workshop and Challenge    Miriam Cha, Kuan Wei Huang, Morgan Schmidt, Gregory Angelides, Mark Hamilton, Sam Goldberg, Armando Cabrera, Phillip Isola, Taylor Perron, Bill Freeman, Yen-Chen Lin, Brandon Swenson, Jean Piou arXiv_CV arXiv_CV  Represenation_Learning  PDF
• 2022-04-15 Knowledgebra: An Algebraic Learning Framework for Knowledge Graph    Tong Yang, Yifei Wang, Long Sha, Jan Engelbrecht, Pengyu Hong arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Regularization  Knowledge  Knowledge_Graph  Pose  Relation  Prediction  PDF
• 2022-04-14 Anti-Asian Hate Speech Detection via Data Augmented Semantic Relation Inference    Jiaxuan Li, Yue Ning arXiv_CL arXiv_CL  Sentiment_Classification  Represenation_Learning  Speech  Pose  Classification  Detection  Relation  Sentiment  Attention  Inference  PDF
• 2022-04-13 Retrieval of Scientific and Technological Resources for Experts and Scholars    Suyu Ouyang, Yingxia Shao, Ang Li arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Pose  Action  Relation  Relation_Extraction  PDF
• 2022-04-12 Deep Normed Embeddings for Patient Representation    Thesath Nanayakkara, Gilles Clermont, Christopher James Langmead, David Swigon arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Represenation_Learning  GAN  PDF
• 2022-04-11 Self-supervised Vision Transformers for Joint SAR-optical Representation Learning    Yi Wang, Conrad M Albrecht, Xiao Xiang Zhu arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Knowledge  Self-Supervised  Pose  PDF
• 2022-04-11 Towards Online Domain Adaptive Object Detection    Vibashan VS, Poojan Oza, Vishal M. Patel arXiv_CV arXiv_CV  Transformer  Unsupervised  Represenation_Learning  Knowledge  Pose  Detection  Object_Detection  Attention  PDF
• 2022-04-11 Physically Disentangled Representations    Tzofi Klinghoffer, Kushagra Tiwary, Arkadiusz Balata, Vivek Sharma, Ramesh Raskar arXiv_CV arXiv_CV  Segmentation  Recognition  3D  Represenation_Learning  Emotion  Face  Classification  PDF
• 2022-04-11 Learning Downstream Task by Selectively Capturing Complementary Knowledge from Multiple Self-supervisedly Learning Pretexts    Quan Feng, Qingyuan Wu, Jiayu Yao, Songcan Chen arXiv_CL arXiv_CL  Unsupervised  Represenation_Learning  Knowledge  Self-Supervised  Pose  Attention  Matching  PDF
• 2022-04-11 Variational Heteroscedastic Volatility Model    Zexuan Yin, Paolo Barucca arXiv_AI arXiv_AI  Represenation_Learning  Pose  Deep_Learning  Relation  PDF
• 2022-04-10 Deep Conditional Representation Learning for Drum Sample Retrieval by Vocalisation    Alejandro Delgado, Charalampos Saitis, Emmanouil Benetos, Mark Sandler arXiv_SD arXiv_SD  Embedding  Represenation_Learning  Sketch  Salient  PDF
• 2022-04-10 Self-Supervised Video Representation Learning with Motion-Contrastive Perception    Jinyu Liu, Ying Cheng, Yuejie Zhang, Rui-Wei Zhao, Rui Feng arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-04-10 Robust Cross-Modal Representation Learning with Progressive Self-Distillation    Alex Andonian, Shixing Chen, Raffay Hamid arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  Represenation_Learning  Knowledge  Contrastive_Learning  Classification  Caption  PDF
• 2022-04-09 Self-Labeling Refinement for Robust Representation Learning with Bootstrap Your Own Latent    Siddhant Garg, Dhruval Jain arXiv_AI arXiv_AI  Represenation_Learning  Pose  PDF
• 2022-04-09 Efficient Representation Learning of Subgraphs by Subgraph-To-Node Translation    Dongkwan Kim, Alice Oh arXiv_AI arXiv_AI  Represenation_Learning  Pose  Inference  PDF
• 2022-04-09 Mapping Temporary Slums from Satellite Imagery using a Semi-Supervised Approach    M. Fasi ur Rehman, Izza Ali, Waqas Sultani, Mohsen Ali arXiv_CV arXiv_CV  Image_Caption  Segmentation  Embedding  Semantic_Segmentation  Represenation_Learning  Pose  Deep_Learning  Detection  PDF
• 2022-04-08 Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning    Salah Zaiem, Titouan Parcollet, Slim Essid arXiv_SD arXiv_SD  Embedding  Represenation_Learning  Speech  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-04-08 Contextual Representation Learning beyond Masked Language Modeling    Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li arXiv_CL arXiv_CL  Embedding  Bert  Represenation_Learning  Pose  Language_Model  PDF
• 2022-04-08 KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media    Wenqian Zhang, Shangbin Feng, Zilong Chen, Zhenyu Lei, Jundong Li, Minnan Luo arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Detection  Relation  PDF
• 2022-04-08 Probabilistic Representations for Video Contrastive Learning    Jungin Park, Jiyoung Lee, Ig-Jae Kim, Kwanghoon Sohn arXiv_CV arXiv_CV  Embedding  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Video_Retrieval  PDF
• 2022-04-08 Spatiotemporal Augmentation on Selective Frequencies for Video Representation Learning    Jinhyung Kim, Taeoh Kim, Minho Shim, Dongyoon Han, Dongyoon Wee, Junmo Kim arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Action_Localization  Pose  Action_Recognition  Action  QA  PDF
• 2022-04-08 Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning    Eesung Kim, Jae-Jin Jeon, Hyeji Seo, Hoon Kim arXiv_CL arXiv_CL  Transformer  Bert  Represenation_Learning  Speech  Self-Supervised  Pose  Classification  Relation  PDF
• 2022-04-08 AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification    Sonal Joshi, Saurabh Kataria, Jesus Villalba, Najim Dehak arXiv_SD arXiv_SD  Embedding  Gradient_Descent  Represenation_Learning  Adversarial  Pose  Classification  Detection  Inference  PDF
• 2022-04-07 Enhancement on Model Interpretability and Sleep Stage Scoring Performance with A Novel Pipeline Based on Deep Neural Network    Zheng Chen, Ziwei Yang, Ming Huang, Toshiyo Tamura, Naoaki Ono, MD Altaf-Ul-Amin, Shigehiko Kanaya arXiv_AI arXiv_AI  Enhancement  Represenation_Learning  Pose  Classification  Deep_Learning  PDF
• 2022-04-06 Hierarchical Self-supervised Representation Learning for Movie Understanding    Fanyi Xiao, Kaustav Kundu, Joseph Tighe, Davide Modolo arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Prediction  PDF
• 2022-04-06 Learning from Untrimmed Videos: Self-Supervised Video Representation Learning with Hierarchical Consistency    Zhiwu Qing, Shiwei Zhang, Ziyuan Huang, Yi Xu, Xiang Wang, Mingqian Tang, Changxin Gao, Rong Jin, Nong Sang arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-04-06 Domain-Agnostic Prior for Transfer Semantic Segmentation    Xinyue Huo, Lingxi Xie, Hengtong Hu, Wengang Zhou, Houqiang Li, Qi Tian arXiv_CV arXiv_CV  Segmentation  Embedding  Unsupervised  Semantic_Segmentation  Represenation_Learning  PDF
• 2022-04-06 Structure-aware Protein Self-supervised Learning    Can Chen, Jingbo Zhou, Fan Wang, Xue Liu, Dejing Dou arXiv_AI arXiv_AI  Optimization  Represenation_Learning  Self-Supervised  Pose  Classification  Relation  Language_Model  PDF
• 2022-04-05 Learning Generalizable Dexterous Manipulation from Human Grasp Affordance    Yueh-Hua Wu, Jiashun Wang, Xiaolong Wang arXiv_CV arXiv_CV  Reinforcement_Learning  3D  Represenation_Learning  Pose  PDF
• 2022-04-05 Hospital-Agnostic Image Representation Learning in Digital Pathology    Milad Sikaroudi, Shahryar Rahnamayan, H.R. Tizhoosh arXiv_CV arXiv_CV  Image_Caption  Represenation_Learning  Pose  Classification  PDF
• 2022-04-04 Multi-Scale Representation Learning on Proteins    Vignesh Ram Somnath, Charlotte Bunne, Andreas Krause arXiv_AI arXiv_AI  Represenation_Learning  Face  Classification  GAN  Prediction  PDF
• 2022-04-04 BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning    Zhi Hou, Baosheng Yu, Chaoyue Wang, Yibing Zhan, Dacheng Tao arXiv_AI arXiv_AI  Transformer  Segmentation  Recognition  Represenation_Learning  Pose  Classification  Detection  Relation  Object_Detection  Attention  Image_Classification  Inference  Prediction  PDF
• 2022-04-04 Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process Priors    Wanyu Du, Jianqiao Zhao, Liwei Wang, Yangfeng Ji arXiv_CL arXiv_CL  Style_Transfer  Represenation_Learning  Pose  Text_Generation  Inference  PDF
• 2022-04-04 Attribute Prototype Network for Any-Shot Learning    Wenjia Xu, Yongqin Xian, Jiuniu Wang, Bernt Schiele, Zeynep Akata arXiv_CV arXiv_CV  Image_Caption  Embedding  Zero-Shot  Represenation_Learning  Knowledge  Pose  Quantitative  Classification  Few-Shot  Image_Classification  PDF
• 2022-04-03 Adjusting for Bias with Procedural Data    Shesh Narayan Gupta, Nicholas Bear Brown arXiv_CV arXiv_CV  Enhancement  3D  Represenation_Learning  Classification  GAN  PDF
• 2022-04-03 Virtual Relational Knowledge Graphs for Recommendation    Lingyun Lu, Bang Wang, Zizhuo Zhang, Shenghao Liu, Han Xu arXiv_AI arXiv_AI  Embedding  Unsupervised  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Relation  Recommendation  PDF
• 2022-04-02 MRI-based Multi-task Decoupling Learning for Alzheimer's Disease Detection and MMSE Score Prediction: A Multi-site Validation    Xu Tian, Jin Liu, Hulin Kuang, Yu Sheng, Jianxin Wang, The Alzheimer's Disease Neuroimaging Initiative arXiv_CV arXiv_CV  Represenation_Learning  Pose  Action  Detection  Relation  Prediction  PDF
• 2022-04-02 Do learned representations respect causal relationships?    Lan Wang, Vishnu Naresh Boddeti arXiv_CV arXiv_CV  Image_Caption  3D  Represenation_Learning  Pose  Face  Relation  PDF
• 2022-04-01 On the Importance of Asymmetry for Siamese Representation Learning    Xiao Wang, Haoqi Fan, Yuandong Tian, Daisuke Kihara, Xinlei Chen arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  PDF
• 2022-04-01 UNetFormer: A Unified Vision Transformer Model and Pre-Training Framework for 3D Medical Image Segmentation    Ali Hatamizadeh, Ziyue Xu, Dong Yang, Wenqi Li, Holger Roth, Daguang Xu arXiv_AI arXiv_AI  Transformer  Segmentation  3D  Represenation_Learning  Self-Supervised  Pose  Medical  CNN  PDF
• 2022-04-01 What makes useful auxiliary tasks in reinforcement learning: investigating the effect of the target policy    Banafsheh Rafiee, Jun Jin, Jun Luo, Adam White arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Action  Prediction  PDF
• 2022-04-01 Learning Disentangled Representations of Negation and Uncertainty    Jake Vasilakes, Chrysoula Zerva, Makoto Miwa, Sophia Ananiadou arXiv_CL arXiv_CL  Represenation_Learning  Adversarial  PDF
• 2022-04-01 Deep Neural Convolutive Matrix Factorization for Articulatory Representation Decomposition    Jiachen Lian, Alan W Black, Louis Goldstein Gopala Krishna Anumanchipalli arXiv_AI arXiv_AI  Recognition  Sparse  Gesture  Represenation_Learning  Speech  Pose  Attention  PDF
• 2022-03-31 ImpDet: Exploring Implicit Fields for 3D Object Detection    Xuelin Qian, Li Wang, Yi Zhu, Li Zhang, Yanwei Fu, Xiangyang Xue arXiv_CV arXiv_CV  Point_Cloud  3D  Represenation_Learning  Pose  Face  Detection  Object_Detection  PDF
• 2022-03-31 PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations    Lodagala V S V Durga Prasad, Sreyan Ghosh, S. Umesh arXiv_SD arXiv_SD  Represenation_Learning  Speech  Self-Supervised  Pose  Language_Model  PDF
• 2022-03-31 Video-Text Representation Learning via Differentiable Weak Temporal Alignment    Dohwan Ko, Joonmyung Choi, Juyeon Ko, Shinyeong Noh, Kyoung-Woon On, Eun-Sol Kim, Hyunwoo J. Kim arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-03-31 An unsupervised cluster-level based method for learning node representations of heterogeneous graphs in scientific papers    Jie Song, Meiyu Liang, Zhe Xue, Junping Du, Kou Feifei arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Knowledge  Pose  Relation  Prediction  PDF
• 2022-03-30 Robust Disentangled Variational Speech Representation Learning for Zero-shot Voice Conversion    Jiachen Lian, Chunlei Zhang, Dong Yu arXiv_CL arXiv_CL  Embedding  Zero-Shot  Represenation_Learning  Speech  Self-Supervised  PDF
• 2022-03-30 Hybrid Handcrafted and Learnable Audio Representation for Analysis of Speech Under Cognitive and Physical Load    Gasser Elbanna, Alice Biryukov, Neil Scheidwasser-Clow, Lara Orlandic, Pablo Mainar, Mikolaj Kegler, Pierre Beckmann, Milos Cernak arXiv_SD arXiv_SD  Represenation_Learning  Speech  Self-Supervised  Pose  Emotion  Detection  PDF
• 2022-03-30 Controllable Augmentations for Video Representation Learning    Rui Qian, Weiyao Lin, John See, Dian Li arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action_Recognition  Action  Relation  Video_Retrieval  PDF
• 2022-03-30 Fair Contrastive Learning for Facial Attribute Classification    Sungho Park, Jewook Lee, Pilhyeon Lee, Sunhee Hwang, Dohyung Kim, Hyeran Byun arXiv_CV arXiv_CV  Represenation_Learning  Pose  Contrastive_Learning  Face  Classification  Image_Classification  PDF
• 2022-03-30 Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum Learning -- Extended Version    Sean Bin Yang, Chenjuan Guo, Jilin Hu, Bin Yang, Jian Tang, Christian S. Jensen arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Relation  PDF
• 2022-03-30 Fine-Grained Object Classification via Self-Supervised Pose Alignment    Xuhui Yang, Yaowei Wang, Ke Chen, Yong Xu, Yonghong Tian arXiv_CV arXiv_CV  Represenation_Learning  Regularization  Self-Supervised  Pose  Classification  PDF
• 2022-03-29 Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection    Vibashan VS, Poojan Oza, Vishal M. Patel arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Knowledge  Pose  Detection  Relation  Object_Detection  PDF
• 2022-03-29 DRSpeech: Degradation-Robust Text-to-Speech Synthesis with Frame-Level and Utterance-Level Acoustic Representation Learning    Takaaki Saeki, Kentaro Tachibana, Ryuichi Yamamoto arXiv_SD arXiv_SD  Embedding  Represenation_Learning  Regularization  Speech  Pose  PDF
• 2022-03-29 NL-FCOS: Improving FCOS through Non-Local Modules for Object Detection    Lukas Pavez, Jose M. Saavedra Rondo arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Action  Detection  Object_Detection  Attention  CNN  Inference  PDF
• 2022-03-29 LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT    Rui Wang, Qibing Bai, Junyi Ao, Long Zhou, Zhixiang Xiong, Zhihua Wei, Yu Zhang, Tom Ko, Haizhou Li arXiv_SD arXiv_SD  Transformer  Embedding  Recognition  Bert  Represenation_Learning  Speech  Self-Supervised  Pose  Classification  Attention  Speech_Recognition  PDF
• 2022-03-29 Alignment-Uniformity aware Representation Learning for Zero-shot Video Classification    Shi Pu, Kaili Zhao, Mao Zheng arXiv_CV arXiv_CV  Zero-Shot  Represenation_Learning  Pose  Classification  Video_Classification  PDF
• 2022-03-29 mc-BEiT: Multi-choice Discretization for Image BERT Pre-training    Xiaotong Li, Yixiao Ge, Kun Yi, Zixuan Hu, Ying Shan, Ling-Yu Duan arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Bert  Represenation_Learning  Self-Supervised  Classification  Detection  Object_Detection  PDF
• 2022-03-29 Self-Supervised Image Representation Learning with Geometric Set Consistency    Nenglun Chen, Lei Chu, Hao Pan, Yan Lu, Wenping Wang arXiv_CV arXiv_CV  Image_Caption  Segmentation  Semantic_Segmentation  3D  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Face  Detection  Object_Detection  PDF
• 2022-03-29 End-to-End Compressed Video Representation Learning for Generic Event Boundary Detection    Congcong Li, Xinyao Wang, Longyin Wen, Dexiang Hong, Tiejian Luo, Libo Zhang arXiv_CV arXiv_CV  Represenation_Learning  Pose  Boundary_Detection  Detection  PDF
• 2022-03-29 Equivariance Allows Handling Multiple Nuisance Variables When Analyzing Pooled Neuroimaging Datasets    Vishnu Suresh Lokhande, Rudrasis Chakraborty, Sathya N. Ravi, Vikas Singh arXiv_AI arXiv_AI  Represenation_Learning  Pose  Inference  Matching  PDF
• 2022-03-28 Robust Speaker Recognition with Transformers Using wav2vec 2.0    Sergey Novoselov, Galina Lavrentyeva, Anastasia Avdeeva, Vladimir Volokhov, Aleksei Gusev arXiv_SD arXiv_SD  Transformer  Embedding  Unsupervised  Recognition  Represenation_Learning  Speech  Pose  PDF
• 2022-03-28 CD-Net: Histopathology Representation Learning using Pyramidal Context-Detail Network    Saarthak Kapse, Srijan Das, Prateek Prasanna arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Self-Supervised  Pose  PDF
• 2022-03-28 Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning    Minghao Chen, Fangyun Wei, Chong Li, Deng Cai arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Self-Supervised  Contrastive_Learning  Action  Classification  PDF
• 2022-03-28 Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model    Yu Du, Fangyun Wei, Zihe Zhang, Miaojing Shi, Yue Gao, Guoqi Li arXiv_CV arXiv_CV  Embedding  Transfer_Learning  Represenation_Learning  Pose  Classification  Detection  Object_Detection  Image_Classification  Language_Model  PDF
• 2022-03-28 Learning Where to Learn in Cross-View Self-Supervised Learning    Lang Huang, Shan You, Mingkai Zheng, Fei Wang, Chen Qian, Toshihiko Yamasaki arXiv_CV arXiv_CV  Segmentation  Embedding  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Classification  Detection  Object_Detection  Prediction  PDF
• 2022-03-28 Isomorphic Cross-lingual Embeddings for Low-Resource Languages    Sonal Sannigrahi, Jesse Read arXiv_CL arXiv_CL  Embedding  Represenation_Learning  PDF
• 2022-03-28 S2-Net: Self-supervision Guided Feature Representation Learning for Cross-Modality Images    Shasha Mei arXiv_CV arXiv_CV  Optimization  Represenation_Learning  Self-Supervised  Pose  Deep_Learning  Attention  GAN  Matching  PDF
• 2022-03-27 Single-Stream Multi-Level Alignment for Vision-Language Pretraining    Zaid Khan, Vijay Kumar BG, Xiang Yu, Samuel Schulter, Manmohan Chandraker, Yun Fu arXiv_CV arXiv_CV  Reconstruction  Zero-Shot  Represenation_Learning  Pose  VQA  Caption  Prediction  QA  PDF
• 2022-03-27 Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence Learning    Liulei Li, Tianfei Zhou, Wenguan Wang, Lu Yang, Jianwu Li, Yi Yang arXiv_CV arXiv_CV  Reconstruction  Sparse  Represenation_Learning  Self-Supervised  Pose  Matching  PDF
• 2022-03-27 Causality Inspired Representation Learning for Domain Generalization    Fangrui Lv, Jian Liang, Shuang Li, Bin Zang, Chi Harold Liu, Ziteng Wang, Di Liu arXiv_CV arXiv_CV  Represenation_Learning  Knowledge  Pose  Classification  Relation  PDF
• 2022-03-26 Self-Supervised Point Cloud Representation Learning with Occlusion Auto-Encoder    Junsheng Zhou, Xin Wen, Yu-Shen Liu, Yi Fang, Zhizhong Han arXiv_CV arXiv_CV  Reconstruction  Point_Cloud  3D  Represenation_Learning  Self-Supervised  PDF
• 2022-03-25 Self-supervised Semantic Segmentation Grounded in Visual Concepts    Wenbin He, William Surmeier, Arvind Kumar Shekar, Liang Gou, Liu Ren arXiv_AI arXiv_AI  Segmentation  Embedding  Unsupervised  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Pose  Relation  PDF
• 2022-03-25 Versatile Multi-Modal Pre-Training for Human-Centric Perception    Fangzhou Hong, Liang Pan, Zhongang Cai, Ziwei Liu arXiv_CV arXiv_CV  Human_Parsing  Sparse  Represenation_Learning  Pose_Estimation  Pose  Contrastive_Learning  Inference  PDF
• 2022-03-25 Clustering Aided Weakly Supervised Training to Detect Anomalous Events in Surveillance Videos    Muhammad Zaigham Zaheer, Arif Mahmood, Marcella Astrid, Seung-Ik Lee arXiv_CV arXiv_CV  Surveillance  Weakly_Supervised  Represenation_Learning  Pose  Detection  Relation  PDF
• 2022-03-25 DeLoRes: Decorrelating Latent Spaces for Low-Resource Audio Representation Learning    Sreyan Ghosh, Ashish Seth, S Umesh arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Represenation_Learning  Speech  Self-Supervised  Pose  Action  Classification  Relation  PDF
• 2022-03-25 Unsupervised Pre-training for Temporal Action Localization Tasks    Can Zhang, Tianyu Yang, Junwu Weng, Meng Cao, Jue Wang, Yuexian Zou arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Action_Localization  Pose  Contrastive_Learning  Action  Classification  Video_Classification  PDF
• 2022-03-24 Domino: Discovering Systematic Errors with Cross-Modal Embeddings    Sabri Eyuboglu, Maya Varma, Khaled Saab, Jean-Benoit Delbrouck, Christopher Lee-Messer, Jared Dunnmon, James Zou, Christopher Ré arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Quantitative  Medical  PDF
• 2022-03-24 Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation    Ye Jia, Yifan Ding, Ankur Bapna, Colin Cherry, Yu Zhang, Alexis Conneau, Nobuyuki Morioka arXiv_CL arXiv_CL  Unsupervised  Represenation_Learning  Speech  PDF
• 2022-03-24 R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental Learning    Qiankun Gao, Chen Zhao, Bernard Ghanem, Jian Zhang arXiv_CV arXiv_CV  Represenation_Learning  Knowledge  Pose  Classification  Relation  PDF
• 2022-03-24 GraphCoCo: Graph Complementary Contrastive Learning    Jiawei Sun, Junchi Yan, Chentao Wu, Yue Ding, Ruoxin Chen, Xiang Yu, Xinyu Lu, Jie Li arXiv_AI arXiv_AI  Embedding  Optimization  Represenation_Learning  Pose  Contrastive_Learning  Classification  PDF
• 2022-03-23 The Challenges of Continuous Self-Supervised Learning    Senthil Purushwalkam, Pedro Morgado, Abhinav Gupta arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Relation  PDF
• 2022-03-22 Self-supervision through Random Segments with Autoregressive Coding    Tianyu Hua, Yonglong Tian, Sucheng Ren, Hang Zhao, Leonid Sigal arXiv_CV arXiv_CV  Transformer  Bert  Represenation_Learning  Self-Supervised  Pose  Prediction  PDF
• 2022-03-22 Text Transformations in Contrastive Self-Supervised Learning: A Review    Amrita Bhattacharjee, Mansooreh Karami, Huan Liu arXiv_CL arXiv_CL  Represenation_Learning  Review  Self-Supervised  Contrastive_Learning  PDF
• 2022-03-22 CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation    Feng Wang, Huiyu Wang, Chen Wei, Alan Yuille, Wei Shen arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Prediction  PDF
• 2022-03-22 Rebalanced Siamese Contrastive Mining for Long-Tailed Recognition    Zhisheng Zhong, Jiequan Cui, Eric Lo, Zeming Li, Jian Sun, Jiaya Jia arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Contrastive_Learning  Classification  PDF
• 2022-03-22 Hierarchical Graph Representation Learning for the Prediction of Drug-Target Binding Affinity    Zhaoyang Chu, Shichao Liu, Wen Zhang arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Action  Deep_Learning  Attention  Prediction  PDF
• 2022-03-22 Self-Supervised Representation Learning as Multimodal Variational Inference    Hiroki Nakamura, Masashi Okada, Tadahiro Taniguchi arXiv_CV arXiv_CV  Image_Caption  Represenation_Learning  Self-Supervised  Pose  Classification  Relation  Inference  PDF
• 2022-03-22 Gated Domain-Invariant Feature Disentanglement for Domain Generalizable Object Detection    Haozhuo Zhang, Huimin Yu, Yuming Yan, Runfa Wang arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Detection  Object_Detection  PDF
• 2022-03-22 Towards Textual Out-of-Domain Detection without In-Domain Labels    Di Jin, Shuyang Gao, Seokhwan Kim, Yang Liu, Dilek Hakkani-Tur arXiv_CL arXiv_CL  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Action  Classification  Detection  Language_Model  PDF
• 2022-03-21 Disentangling Patterns and Transformations from One Sequence of Images with Shape-invariant Lie Group Transformer    T. Takada, W. Shimaya, Y. Ohmura, Y. Kuniyoshi arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Pose  Deep_Learning  Autonomous  PDF
• 2022-03-21 XTREME-S: Evaluating Cross-lingual Speech Representations    Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma, Patrick von Platen, Anton Lozhkov, Colin Cherry, Ye Jia, Clara Rivera, Mihir Kale, Daan Van Esch, Vera Axelrod, Simran Khanuja, Jonathan H. Clark, Orhan Firat, Sebastian Ruder, Jason Riesa, Melvin Johnson arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  SLAM  Classification  Speech_Recognition  PDF
• 2022-03-20 Iwin: Human-Object Interaction Detection via Transformer with Irregular Windows    Danyang Tu, Xiongkuo Min, Huiyu Duan, Guodong Guo, Guangtao Zhai, Wei Shen arXiv_CV arXiv_CV  Transformer  Recognition  Represenation_Learning  Action_Recognition  Action  Detection  Object_Detection  PDF
• 2022-03-20 Attention Aided CSI Wireless Localization    Artan Salihu, Stefan Schwarz, Markus Rupp arXiv_AI arXiv_AI  Represenation_Learning  Pose  Attention  PDF
• 2022-03-20 SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization    Canjie Luo, Lianwen Jin, Jingdong Chen arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Pose  Scene_Text  Contrastive_Learning  Attention  PDF
• 2022-03-19 Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation    Junwen Pan, Pengfei Zhu, Kaihua Zhang, Bing Cao, Yu Wang, Dingwen Zhang, Junwei Han, Qinghua Hu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Weakly_Supervised  Represenation_Learning  Self-Supervised  Attention  PDF
• 2022-03-18 Graph-Text Multi-Modal Pre-training for Medical Representation Learning    Sungjin Park, Seongsu Bae, Jiho Kim, Tackeun Kim, Edward Choi arXiv_CL arXiv_CL  Represenation_Learning  Medical  PDF
• 2022-03-18 Deep Reinforcement Learning Guided Graph Neural Networks for Brain Network Analysis    Xusheng Zhao, Jia Wu, Hao Peng, Amin Beheshti, Jessica Monaghan, David McAlpine, Heivet Hernandez-Perez, Mark Dras, Qiong Dai, Yangyang Li, Philip S. Yu, Lifang He arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Pose  PDF
• 2022-03-18 A$^3$T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and Editing    He Bai, Renjie Zheng, Junkun Chen, Xintong Li, Mingbo Ma, Liang Huang arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Speech  Pose  Classification  Speech_Recognition  PDF
• 2022-03-17 elBERto: Self-supervised Commonsense Learning for Question Answering    Xunlin Zhan, Yuan Li, Xiao Dong, Xiaodan Liang, Zhiting Hu, Lawrence Carin arXiv_CL arXiv_CL  Bert  Represenation_Learning  Knowledge  Self-Supervised  Pose  Relation  QA  PDF
• 2022-03-17 Mixing Up Contrastive Learning: Self-Supervised Representation Learning for Time Series    Kristoffer Wickstrøm, Michael Kampffmeyer, Karl Øyvind Mikalsen, Robert Jenssen arXiv_AI arXiv_AI  Unsupervised  Transfer_Learning  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Medical  PDF
• 2022-03-17 Explainability in Graph Neural Networks: An Experimental Survey    Peibo Li, Yixing Yang, Maurice Pagnucco, Yang Song arXiv_AI arXiv_AI  Represenation_Learning  Pose  Survey  PDF
• 2022-03-17 Symmetry-Based Representations for Artificial and Biological General Intelligence    Irina Higgins, Sébastien Racanière, Danilo Rezende arXiv_AI arXiv_AI  Represenation_Learning  Review  Relation  PDF
• 2022-03-16 CapsNet for Medical Image Segmentation    Minh Tran, Viet-Khoa Vo-Ho, Kyle Quinn, Hien Nguyen, Khoa Luu, Ngan Le arXiv_CV arXiv_CV  Segmentation  Recognition  3D  Represenation_Learning  Pose  Classification  Relation  Medical  CNN  PDF
• 2022-03-16 X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation    Yinan He, Gengshi Huang, Siyu Chen, Jianing Teng, Wang Kun, Zhenfei Yin, Lu Sheng, Ziwei Liu, Yu Qiao, Jing Shao arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Pose  Classification  Detection  Object_Detection  PDF
• 2022-03-16 Adversarial Learned Fair Representations using Dampening and Stacking    Max Knobbout arXiv_AI arXiv_AI  Reconstruction  Represenation_Learning  Adversarial  PDF
• 2022-03-16 Panini-Net: GAN Prior Based Degradation-Aware Feature Interpolation for Face Restoration    Yinhuai Wang, Yujie Hu, Jian Zhang arXiv_CV arXiv_CV  Unsupervised  Super_Resolution  Restoration  Represenation_Learning  Pose  Face  GAN  PDF
• 2022-03-16 Multi-View Document Representation Learning for Open-Domain Dense Retrieval    Shunyu Zhang, Yaobo Liang, Ming Gong, Daxin Jiang, Nan Duan arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Pose  Face  PDF
• 2022-03-15 Representation Learning for Resource-Constrained Keyphrase Generation    Di Wu, Wasi Uddin Ahmad, Sunipa Dev, Kai-Wei Chang arXiv_CL arXiv_CL  Zero-Shot  Represenation_Learning  Salient  Knowledge  Pose  Denoising  Language_Model  Prediction  PDF
• 2022-03-15 Seeking Commonness and Inconsistencies: A Jointly Smoothed Approach to Multi-view Subspace Clustering    Xiaosha Cai, Dong Huang, Guang-Yu Zhang, Chang-Dong Wang arXiv_CV arXiv_CV  Optimization  Represenation_Learning  Pose  Face  Attention  PDF
• 2022-03-15 End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding    Mengze Li, Tianbao Wang, Haoyu Zhang, Shengyu Zhang, Zhou Zhao, Jiaxu Miao, Wenqiao Zhang, Wenming Tan, Jin Wang, Peng Wang, Shiliang Pu, Fei Wu arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  PDF
• 2022-03-15 RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion    Kai Chen, Ye Wang, Yitong Li, Aiping Li arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Relation  Attention  Prediction  PDF
• 2022-03-15 Categorical Representation Learning and RG flow operators for algorithmic classifiers    Artan Sheshmani, Yizhuang You, Wenbo Fu, Ahmadreza Azizi arXiv_AI arXiv_AI  Represenation_Learning  Classification  Medical  Prediction  PDF
• 2022-03-15 Generating Privacy-Preserving Process Data with Deep Generative Models    Keyi Li, Sen Yang, Travis M. Sullivan, Randall S. Burd, Ivan Marsic arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Adversarial  GAN  Medical  PDF
• 2022-03-15 Privacy-Preserving Speech Representation Learning using Vector Quantization    Pierre Champion (MULTISPEECH), Denis Jouvet (MULTISPEECH), Anthony Larcher (LIUM) arXiv_CL arXiv_CL  Quantization  Recognition  Represenation_Learning  Speech  Pose  Speech_Recognition  PDF
• 2022-03-15 Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images    Prakash Chandra Chhipa, Richa Upadhyay, Gustav Grund Pihlgren, Rajkumar Saini, Seiichi Uchida, Marcus Liwicki arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Classification  Medical  PDF
• 2022-03-15 Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering    Jun Gao, Wei Wang, Changlong Yu, Huan Zhao, Wilfred Ng, Ruifeng Xu arXiv_CL arXiv_CL  Weakly_Supervised  Represenation_Learning  Contrastive_Learning  Relation  PDF
• 2022-03-15 Task-Agnostic Robust Representation Learning    A. Tuan Nguyen, Ser Nam Lim, Philip Torr arXiv_CV arXiv_CV  Represenation_Learning  Adversarial  Self-Supervised  Pose  Deep_Learning  Prediction  PDF
• 2022-03-14 All in One: Exploring Unified Video-Language Pre-training    Alex Jinpeng Wang, Yixiao Ge, Rui Yan, Yuying Ge, Xudong Lin, Guanyu Cai, Jianping Wu, Ying Shan, Xiaohu Qie, Mike Zheng Shou arXiv_CV arXiv_CV  Transformer  Bert  Represenation_Learning  Language_Model  Video_Retrieval  PDF
• 2022-03-14 CAR: Class-aware Regularizations for Semantic Segmentation    Ye Huang, Di Kang, Liang Chen, Xuefei Zhe, Wenjing Jia, Xiangjian He, Linchao Bao arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  OCR  Represenation_Learning  Regularization  Pose  Inference  Prediction  PDF
• 2022-03-14 Disentangled Representation Learning for Text-Video Retrieval    Qiang Wang, Yanhao Zhang, Yun Zheng, Pan Pan, Xian-Sheng Hua arXiv_CV arXiv_CV  Optimization  Represenation_Learning  Regularization  Pose  Action  Relation  Video_Retrieval  Matching  PDF
• 2022-03-14 Rethinking Minimal Sufficient Representation in Contrastive Learning    Haoqing Wang, Xun Guo, Zhi-Hong Deng, Yan Lu arXiv_CV arXiv_CV  Represenation_Learning  Regularization  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-03-14 Cross-View-Prediction: Exploring Contrastive Feature for Hyperspectral Image Classification    Haotian Wu, Anyu Zhang, Zeyu Cao arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Contrastive_Learning  Classification  Image_Classification  Prediction  PDF
• 2022-03-14 UniVIP: A Unified Framework for Self-Supervised Visual Pre-training    Zhaowen Li, Yousong Zhu, Fan Yang, Wei Li, Chaoyang Zhao, Yingying Chen, Zhiyang Chen, Jiahao Xie, Liwei Wu, Rui Zhao, Ming Tang, Jinqiao Wang arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  Pose  Classification  Detection  Relation  Object_Detection  Image_Classification  PDF
• 2022-03-14 Modelling word learning and recognition using visually grounded speech    Danny Merkx, Sebastiaan Scholten, Stefan L. Frank, Mirjam Ernestus, Odette Scharenborg arXiv_CL arXiv_CL  Recognition  Represenation_Learning  Knowledge  Speech  Speech_Recognition  PDF
• 2022-03-13 Change Detection from Synthetic Aperture Radar Images via Dual Path Denoising Network    Junjie Wang, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li arXiv_CV arXiv_CV  Unsupervised  Optimization  Represenation_Learning  Pose  Classification  Deep_Learning  Detection  Denoising  Attention  PDF
• 2022-03-11 Survey on Automated Short Answer Grading with Deep Learning: from Word Embeddings to Transformers    Stefan Haller, Adina Aldea, Christin Seifert, Nicola Strisciuglio arXiv_AI arXiv_AI  Transformer  Embedding  Represenation_Learning  Survey  Deep_Learning  Attention  PDF
• 2022-03-11 Integrating Dependency Tree Into Self-attention for Sentence Representation    Junhua Ma, Jiajun Li, Yuxuan Liu, Shangbo Zhou, Xue Li arXiv_CL arXiv_CL  Transformer  Represenation_Learning  Pose  Relation  Attention  PDF
• 2022-03-11 Multi-modal Graph Learning for Disease Prediction    Shuai Zheng, Zhenfeng Zhu, Zhizhe Liu, Zhenyu Guo, Yang Liu, Yuchen Yang, Yao Zhao arXiv_CV arXiv_CV  Represenation_Learning  Pose  Relation  Medical  Prediction  PDF
• 2022-03-10 Representation Compensation Networks for Continual Semantic Segmentation    Chang-Bin Zhang, Jia-Wen Xiao, Xialei Liu, Ying-Cong Chen, Ming-Ming Cheng arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Knowledge  Pose  Inference  PDF
• 2022-03-10 StyleBabel: Artistic Style Tagging and Captioning    Dan Ruta, Andrew Gilbert, Pranav Aggarwal, Naveen Marri, Ajinkya Kale, Jo Briggs, Chris Speed, Hailin Jin, Baldo Faieta, Alex Filipkowski, Zhe Lin, John Collomosse arXiv_CV arXiv_CV  Transformer  Embedding  Represenation_Learning  Caption  PDF
• 2022-03-09 Efficient Image Representation Learning with Federated Sampled Softmax    Sagar M. Waghmare, Hang Qi, Huizhong Chen, Mikhail Sirotenko, Tomer Meron arXiv_CV arXiv_CV  Image_Caption  Represenation_Learning  PDF
• 2022-03-09 Language Model-driven Negative Sampling    Mirza Mohtashim Alam, Md Rashad Al Hasan Rony, Semab Ali, Jens Lehmann, Sahar Vahdati arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Relation  Language_Model  Prediction  PDF
• 2022-03-09 Language Adaptive Cross-lingual Speech Representation Learning with Sparse Sharing Sub-networks    Yizhou Lu, Mingkun Huang, Xinghua Qu, Pengfei Wei, Zejun Ma arXiv_SD arXiv_SD  Unsupervised  Recognition  Sparse  Represenation_Learning  Speech  Pose  Speech_Recognition  PDF
• 2022-03-08 CIDER: Exploiting Hyperspherical Embeddings for Out-of-Distribution Detection    Yifei Ming, Yiyou Sun, Ousmane Dia, Yixuan Li arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Pose  Detection  PDF
• 2022-03-08 Self-Supervision, Remote Sensing and Abstraction: Representation Learning Across 3 Million Locations    Sachith Seneviratne, Kerry A. Nice, Jasper S. Wijnands, Mark Stevenson, Jason Thompson arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Action  Classification  Deep_Learning  Attention  PDF
• 2022-03-08 Selective-Supervised Contrastive Learning with Noisy Labels    Shikun Li, Xiaobo Xia, Shiming Ge, Tongliang Liu arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Contrastive_Learning  PDF
• 2022-03-08 Easy Ensemble: Simple Deep Ensemble Learning for Sensor-Based Human Activity Recognition    Tatsuhito Hasegawa, Kazuma Kondo arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Activity  PDF
• 2022-03-08 Skating-Mixer: Multimodal MLP for Scoring Figure Skating    Jingfei Xia, Mingchen Zhuge, Tiantian Geng, Shun Fan, Yuantai Wei, Zhenyu He, Feng Zheng arXiv_CV arXiv_CV  Represenation_Learning  Pose  Relation  Visual_Relation  PDF
• 2022-03-08 CaSS: A Channel-aware Self-supervised Representation Learning Framework for Multivariate Time Series Classification    Yijiang Chen, Xiangdong Zhou, Zhen Xing, Zhidan Liu, Minyang Xu arXiv_AI arXiv_AI  Transformer  Represenation_Learning  Self-Supervised  Pose  Classification  Relation  Prediction  PDF
• 2022-03-07 Comparing representations of biological data learned with different AI paradigms, augmenting and cropping strategies    Andrei Dmitrenko, Mauro M. Masiero, Nicola Zamboni arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action  Classification  Deep_Learning  PDF
• 2022-03-05 Consistent Representation Learning for Continual Relation Extraction    Kang Zhao, Hua Xu, Jiangong Yang, Kai Gao arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  Action  Relation  Relation_Extraction  PDF
• 2022-03-04 The Familiarity Hypothesis: Explaining the Behavior of Deep Open Set Methods    Thomas G. Dietterich, Alexander Guyer arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Review  Pose  Deep_Learning  Detection  PDF
• 2022-03-03 Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning    Weixin Liang, Yuhui Zhang, Yongchan Kwon, Serena Yeung, James Zou arXiv_AI arXiv_AI  Zero-Shot  Optimization  Represenation_Learning  Contrastive_Learning  Classification  PDF
• 2022-03-03 Vision-Language Intelligence: Tasks, Representation Learning, and Large Models    Feng Li, Hao Zhang, Yi-Fan Zhang, Shilong Liu, Jian Guo, Lionel M. Ni, PengChuan Zhang, Lei Zhang arXiv_CV arXiv_CV  Represenation_Learning  Knowledge  Review  Survey  PDF
• 2022-03-03 On Learning Contrastive Representations for Learning with Noisy Labels    Li Yi, Sheng Liu, Qi She, A. Ian McLeod, Boyu Wang arXiv_CV arXiv_CV  Represenation_Learning  Regularization  Pose  PDF
• 2022-03-03 Debiased Batch Normalization via Gaussian Process for Generalizable Person Re-Identification    Jiawei Liu, Zhipeng Huang, Liang Li, Kecheng Zheng, Zheng-Jun Zha arXiv_CV arXiv_CV  Person_Re-identification  Represenation_Learning  Pose  Re-identification  PDF
• 2022-03-03 Translational Lung Imaging Analysis Through Disentangled Representations    Pedro M. Gordaliza, Juan José Vaquero, Arrate Muñoz-Barrutia arXiv_CV arXiv_CV  Represenation_Learning  Deep_Learning  Relation  PDF
• 2022-03-03 Towards Universal Backward-Compatible Representation Learning    Binjie Zhang, Yixiao Ge, Yantao Shen, Shupeng Su, Chun Yuan, Xuyuan Xu, Yexin Wang, Ying Shan arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  Face  Face_Recognition  PDF
• 2022-03-03 BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning    Zhi Hou, Baosheng Yu, Dacheng Tao arXiv_CV arXiv_CV  Transformer  Recognition  Zero-Shot  Represenation_Learning  Pose  Contrastive_Learning  Relation  PDF
• 2022-03-03 An Open Challenge for Inductive Link Prediction on Knowledge Graphs    Mikhail Galkin, Max Berrendorf, Charles Tapley Hoyt arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Inference  Prediction  PDF
• 2022-03-03 Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding    Zheng Yuan, Chuanqi Tan, Songfang Huang arXiv_CL arXiv_CL  Represenation_Learning  Knowledge  Pose  Classification  Attention  Medical  Matching  PDF
• 2022-03-03 MetaDT: Meta Decision Tree for Interpretable Few-Shot Learning    Baoquan Zhang, Hao Jiang, Xutao Li, Shanshan Feng, Yunming Ye, Rui Ye arXiv_CV arXiv_CV  Optimization  Represenation_Learning  Pose  Few-Shot  Inference  PDF
• 2022-03-02 HighMMT: Towards Modality and Task Generalization for High-Modality Representation Learning    Paul Pu Liang, Yiwei Lyu, Xiang Fan, Shengtong Mo, Dani Yogatama, Louis-Philippe Morency, Ruslan Salakhutdinov arXiv_AI arXiv_AI  Transfer_Learning  Represenation_Learning  Pose  PDF
• 2022-03-02 Integrating Contrastive Learning with Dynamic Models for Reinforcement Learning from Images    Bang You, Oleg Arenz, Youping Chen, Jan Peters arXiv_AI arXiv_AI  Reconstruction  Embedding  Reinforcement_Learning  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Action  Prediction  PDF
• 2022-03-01 Towards a Common Speech Analysis Engine    Hagai Aronowitz, Itai Gat, Edmilson Morais, Weizhong Zhu, Ron Hoory arXiv_CL arXiv_CL  Recognition  Bert  Represenation_Learning  Speech  Self-Supervised  Pose  Emotion  PDF
• 2022-03-01 On the Generalization of Representations in Reinforcement Learning    Charline Le Lan, Stephen Tu, Adam Oberman, Rishabh Agarwal, Marc G.Bellemare arXiv_AI arXiv_AI  Reinforcement_Learning  Represenation_Learning  Survey  PDF
• 2022-03-01 A Brief Overview of Unsupervised Neural Speech Representation Learning    Lasse Borgholt, Jakob Drachmann Havtorn, Joakim Edin, Lars Maaløe, Christian Igel arXiv_SD arXiv_SD  Unsupervised  Represenation_Learning  Review  Speech  Self-Supervised  PDF
• 2022-03-01 Towards IID representation learning and its application on biomedical data    Jiqing Wu, Inti Zlobec, Maxime Lafarge, Yukun He, Viktor H. Koelzer arXiv_CV arXiv_CV  Represenation_Learning  Medical  Prediction  PDF
• 2022-02-28 Multi-modal Alignment using Representation Codebook    Jiali Duan, Liqun Chen, Son Tran, Jinyu Yang, Yi Xu, Belinda Zeng, Chenyang Tao, Trishul Chilimbi arXiv_AI arXiv_AI  Zero-Shot  Represenation_Learning  Pose  PDF
• 2022-02-28 Description Logic EL++ Embeddings with Intersectional Closure    Xi Peng, Zhenwei Tang, Maxat Kulmanov, Kexin Niu, Robert Hoehndorf arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Medical  PDF
• 2022-02-28 Fuse Local and Global Semantics in Representation Learning    Yuchi Zhao, Yuhao Zhou arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Pose  Detection  PDF
• 2022-02-28 A Mutually Reinforced Framework for Pretrained Sentence Embeddings    Junhan Yang, Zheng Liu, Shitao Xiao, Jianxun Lian, Lijun Wu, Defu Lian, Guangzhong Sun, Xing Xie arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  PDF
• 2022-02-28 Weakly Supervised Disentangled Representation for Goal-conditioned Reinforcement Learning    Zhifeng Qian, Mingyu You, Hongjun Zhou, Bin He arXiv_CV arXiv_CV  Reinforcement_Learning  Weakly_Supervised  Represenation_Learning  Pose  Action  PDF
• 2022-02-28 Generalizable task representation learning from human demonstration videos: a geometric approach    Jun Jin, Martin Jagersand arXiv_AI arXiv_AI  Represenation_Learning  Pose  Relation  PDF
• 2022-02-28 Unsupervised Representation Learning for Point Clouds: A Survey    Aoran Xiao, Jiaxing Huang, Dayan Guan, Shijian Lu arXiv_AI arXiv_AI  Surveillance  Unsupervised  Point_Cloud  Represenation_Learning  Review  Survey  Quantitative  Attention  Autonomous  PDF
• 2022-02-27 UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining    Jiacheng Li, Jingbo Shang, Julian McAuley arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  PDF
• 2022-02-27 Distribution Preserving Graph Representation Learning    Chengsheng Mao, Yuan Luo arXiv_AI arXiv_AI  Represenation_Learning  Pose  Classification  Attention  PDF
• 2022-02-27 Weakly Supervised Learning for cell recognition in immunohistochemical cytoplasm staining images    Shichuan Zhang, Chenglu Zhu, Honglin Li, Jiatong Cai, Lin Yang arXiv_CV arXiv_CV  Recognition  Weakly_Supervised  Represenation_Learning  Classification  PDF
• 2022-02-27 Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation    Zhuang Li, Lizhen Qu, Qiongkai Xu, Tongtong Wu, Tianyang Zhan, Gholamreza Haffari arXiv_CL arXiv_CL  Style_Transfer  Represenation_Learning  Regularization  Pose  Few-Shot  PDF
• 2022-02-26 Supervising Remote Sensing Change Detection Models with 3D Surface Semantics    Isaac Corley, Peyman Najafirad arXiv_CV arXiv_CV  Segmentation  3D  Represenation_Learning  Self-Supervised  Pose  Face  Detection  PDF
• 2022-02-26 SWIS: Self-Supervised Representation Learning For Writer Independent Offline Signature Verification    Siladittya Manna, Soumitri Chattopadhyay, Saumik Bhattacharya, Umapada Pal arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Knowledge  Self-Supervised  Pose  PDF
• 2022-02-25 NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs    Wen Zhang, Xiangnan Chen, Zhen Yao, Mingyang Chen, Yushan Zhu, Hongtao Yu, Yufeng Huang, Zezhong Xu, Yajing Xu, Ningyu Zhang, Zonggang Yuan, Feiyu Xiong, Huajun Chen arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Knowledge_Graph  GAN  Prediction  PDF
• 2022-02-25 TeachAugment: Data Augmentation Optimization Using Teacher Knowledge    Teppei Suzuki arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Optimization  Represenation_Learning  Knowledge  Adversarial  Pose  Classification  Image_Classification  PDF
• 2022-02-24 How reparametrization trick broke differentially-private text representation leaning    Ivan Habernal arXiv_CL arXiv_CL  Represenation_Learning  Action  PDF
• 2022-02-24 New Benchmark for Household Garbage Image Recognition    Zhize Wu, Huanyi Li, Xiaofeng Wang, Zijun Wu, Le Zou, Lixiang Xu, Ming Tan arXiv_CV arXiv_CV  Image_Caption  Recognition  Represenation_Learning  Face  Classification  Deep_Learning  CNN  Image_Classification  PDF
• 2022-02-24 Using calibrator to improve robustness in Machine Reading Comprehension    Jing Jin, Houfeng Wang arXiv_CL arXiv_CL  Bert  Represenation_Learning  Adversarial  Pose  PDF
• 2022-02-23 Fine-Grained Prediction of Political Leaning on Social Media with Unsupervised Deep Learning    Tiziano Fagni, Stefano Cresci arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Classification  Deep_Learning  Detection  Prediction  PDF
• 2022-02-22 Improving CTC-based speech recognition via knowledge transferring from pre-trained language models    Keqi Deng, Songjun Cao, Yike Zhang, Long Ma, Gaofeng Cheng, Ji Xu, Pengyuan Zhang arXiv_CL arXiv_CL  Recognition  Bert  Represenation_Learning  Knowledge  Speech  Pose  Classification  Attention  Speech_Recognition  Language_Model  PDF
• 2022-02-22 PointMatch: A Consistency Training Framework for Weakly SupervisedSemantic Segmentation of 3D Point Clouds    Yushuang Wu, Zizheng Yan, Shengcai Cai, Guanbin Li, Yizhou Yu, Xiaoguang Han, Shuguang Cui arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Point_Cloud  3D  Weakly_Supervised  Sparse  Represenation_Learning  Regularization  Pose  Relation  Attention  PDF
• 2022-02-21 Self-Evolutionary Clustering    Hanxuan Wang, Na Lu, Qinyang Liu arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Pose  Classification  PDF
• 2022-02-21 Vision-Language Pre-Training with Triple Contrastive Learning    Jinyu Yang, Jiali Duan, Son Tran, Yi Xu, Sampath Chanda, Liqun Chen, Belinda Zeng, Trishul Chilimbi, Junzhou Huang arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  VQA  PDF
• 2022-02-20 SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection    Mete Ahishali, Serkan Kiranyaz, Iftikhar Ahmad, Moncef Gabbouj arXiv_CV arXiv_CV  Sparse  Represenation_Learning  Pose  Classification  PDF
• 2022-02-20 $mathcal{Y}$-Tuning: An Efficient Tuning Paradigm for Large-Scale Pre-Trained Models via Label Representation Learning    Yitao Liu, Chenxin An, Xipeng Qiu arXiv_CL arXiv_CL  Bert  Represenation_Learning  Pose  Attention  PDF
• 2022-02-19 PMP-Net++: Point Cloud Completion by Transformer-Enhanced Multi-step Point Moving Paths    Xin Wen, Peng Xiang, Yan-Pei Cao, Pengfei Wan, Wen Zheng, Yu-Shen Liu arXiv_CV arXiv_CV  Transformer  Point_Cloud  3D  Represenation_Learning  PDF
• 2022-02-19 Transformation Coding: Simple Objectives for Equivariant Representations    Mehran Shakerinava, Arnab Kumar Mondal, Siamak Ravanbakhsh arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Represenation_Learning  Pose  Action  Quantitative  PDF
• 2022-02-18 Automated Attack Synthesis by Extracting Finite State Machines from Protocol Specification Documents    Maria Leonor Pacheco, Max von Hippel, Ben Weintraub, Dan Goldwasser, Cristina Nita-Rotaru arXiv_CL arXiv_CL  Zero-Shot  Represenation_Learning  Action  PDF
• 2022-02-18 Geometric Algebra based Embeddings for Staticand Temporal Knowledge Graph Completion    Chengjin Xu, Mojtaba Nayyeri, Yung-Yu Chen, Jens Lehmann arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Regularization  Knowledge  Knowledge_Graph  Pose  Relation  Attention  Prediction  PDF
• 2022-02-18 Learning Representations Robust to Group Shifts and Adversarial Examples    Ming-Chang Chiu, Xuezhe Ma arXiv_CV arXiv_CV  Optimization  Represenation_Learning  Adversarial  Pose  Prediction  PDF
• 2022-02-18 MultiRes-NetVLAD: Augmenting Place Recognition Training with Low-Resolution Imagery    Ahmad Khaliq, Michael Milford, Sourav Garg arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Pose  SLAM  Action  CNN  Matching  PDF
• 2022-02-18 Towards better understanding and better generalization of few-shot classification in histology images with contrastive learning    Jiawei Yang, Hanbo Chen, Jiangpeng Yan, Xiaoyu Chen, Jianhua Yao arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Few-Shot  Attention  PDF
• 2022-02-18 How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning?    Yiyi Zhang, Ying Zheng, Xiaogang Xu, Jun Wang arXiv_CV arXiv_CV  Represenation_Learning  Self-Supervised  Relation  Few-Shot  PDF
• 2022-02-17 Data-SUITE: Data-centric identification of in-distribution incongruous examples    Nabeel Seedat, Jonathan Crabbe, Mihaela van der Schaar arXiv_AI arXiv_AI  Represenation_Learning  Pose  Medical  Prediction  PDF
• 2022-02-17 Survey on Self-supervised Representation Learning Using Image Transformations    Muhammad Ali, Sayed Hashim arXiv_CV arXiv_CV  Unsupervised  Recognition  Represenation_Learning  Review  Self-Supervised  Pose  Survey  Attention  PDF
• 2022-02-17 Limitations of Neural Collapse for Understanding Generalization in Deep Learning    Like Hui, Mikhail Belkin, Preetum Nakkiran arXiv_CV arXiv_CV  Optimization  Represenation_Learning  Deep_Learning  PDF
• 2022-02-16 Label Propagation for Annotation-Efficient Nuclei Segmentation from Pathology Images    Yi Lin, Zhiyong Qu, Hao Chen, Zhongke Gao, Yuexiang Li, Lili Xia, Kai Ma, Yefeng Zheng, Kwang-Ting Cheng arXiv_CV arXiv_CV  Segmentation  Represenation_Learning  Self-Supervised  Pose  Quantitative  Relation  PDF
• 2022-02-16 Diagnosing Batch Normalization in Class Incremental Learning    Minghao Zhou, Quanziang Wang, Jun Shu, Qian Zhao, Deyu Meng arXiv_CV arXiv_CV  Represenation_Learning  Pose  Classification  PDF
• 2022-02-16 Cross-Modal Common Representation Learning with Triplet Loss Functions    Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler arXiv_CV arXiv_CV  Embedding  Handwriting  Recognition  Represenation_Learning  Pose  Classification  Image_Classification  PDF
• 2022-02-15 On Representation Learning with Feedback    Hao Li arXiv_CV arXiv_CV  Represenation_Learning  PDF
• 2022-02-15 Learning Contextually Fused Audio-visual Representations for Audio-visual Speech Recognition    Zi-Qiang Zhang, Jie Zhang, Jian-Shu Zhang, Ming-Hui Wu, Xin Fang, Li-Rong Dai arXiv_SD arXiv_SD  Transformer  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Speech_Recognition  PDF
• 2022-02-15 CommerceMM: Large-Scale Commerce MultiModal Representation Learning with Omni Retrieval    Licheng Yu, Jun Chen, Animesh Sinha, Mengjiao MJ Wang, Hugo Chen, Tamara L. Berg, Ning Zhang arXiv_AI arXiv_AI  Represenation_Learning  Pose  PDF
• 2022-02-15 Compositional Scene Representation Learning via Reconstruction: A Survey    Jinyang Yuan, Tonglin Chen, Bin Li, Xiangyang Xue arXiv_CV arXiv_CV  Reconstruction  Represenation_Learning  Survey  PDF
• 2022-02-14 Learning to Discover Medicines    Tri Minh Nguyen, Thin Nguyen, Truyen Tran arXiv_AI arXiv_AI  Represenation_Learning  Knowledge  Review  Knowledge_Graph  Deep_Learning  GAN  Medical  PDF
• 2022-02-14 Discriminability-enforcing loss to improve representation learning    Florinel-Alin Croitoru, Diana-Nicoleta Grigore, Radu Tudor Ionescu arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Classification  CNN  Image_Classification  PDF
• 2022-02-14 A Generic Self-Supervised Framework of Learning Invariant Discriminative Features    Foivos Ntelemis, Yaochu Jin, Spencer A. Thomas arXiv_CV arXiv_CV  Unsupervised  Represenation_Learning  Adversarial  Self-Supervised  Pose  Contrastive_Learning  Quantitative  PDF
• 2022-02-14 Delaunay Component Analysis for Evaluation of Data Representations    Petra Poklukar, Vladislav Polianskii, Anastasia Varava, Florian Pokorny, Danica Kragic arXiv_AI arXiv_AI  Represenation_Learning  Pose  PDF
• 2022-02-14 On Pitfalls of Identifiability in Unsupervised Learning. A Note on: 'Desiderata for Representation Learning: A Causal Perspective'    Shubhangi Ghosh, Luigi Gresele, Julius von Kügelgen, Michel Besserve, Bernhard Schölkopf arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  PDF
• 2022-02-14 Do Lessons from Metric Learning Generalize to Image-Caption Retrieval?    Maurits Bleeker, Maarten de Rijke arXiv_AI arXiv_AI  Image_Caption  Optimization  Represenation_Learning  Image_Retrieval  Caption  PDF
• 2022-02-14 Learning Weakly-Supervised Contrastive Representations    Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Self-Supervised  Contrastive_Learning  PDF
• 2022-02-14 UserBERT: Modeling Long- and Short-Term User Preferences via Self-Supervision    Tianyu Li, Ali Cevahir, Derek Cho, Hao Gong, DuyKhuong Nguyen, Bjorn Stenger arXiv_AI arXiv_AI  Bert  Represenation_Learning  Self-Supervised  Pose  Action  PDF
• 2022-02-14 Learn by Challenging Yourself: Contrastive Visual Representation Learning with Hard Sample Generation    Yawen Wu, Zhepeng Wang, Dewen Zeng, Yiyu Shi, Jingtong Hu arXiv_CV arXiv_CV  Transfer_Learning  Represenation_Learning  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Classification  PDF
• 2022-02-13 Hierarchical Point Cloud Encoding and Decoding with Lightweight Self-Attention based Model    En Yen Puang, Hao Zhang, Hongyuan Zhu, Wei Jing arXiv_CV arXiv_CV  Reconstruction  Segmentation  Unsupervised  Point_Cloud  3D  Represenation_Learning  Pose  Classification  Attention  PDF
• 2022-02-13 Incremental user embedding modeling for personalized text classification    Ruixue Lian, Che-Wei Huang, Yuqing Tang, Qilong Gu, Chengyuan Ma, Chenlei Guo arXiv_CL arXiv_CL  Transformer  Embedding  Text_Classification  Represenation_Learning  Pose  Action  Classification  Prediction  QA  PDF
• 2022-02-13 Geometric Graph Representation Learning via Maximizing Rate Reduction    Xiaotian Han, Zhimeng Jiang, Ninghao Liu, Qingquan Song, Jundong Li, Xia Hu arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Pose  Contrastive_Learning  Classification  Detection  PDF
• 2022-02-13 Uni-Retriever: Towards Learning The Unified Embedding Based Retriever in Bing Sponsored Search    Jianjin Zhang, Zheng Liu, Weihao Han, Shitao Xiao, Ruicheng Zheng, Yingxia Shao, Hao Sun, Hanqing Zhu, Premkumar Srinivasan, Denvy Deng, Qi Zhang, Xing Xie arXiv_CL arXiv_CL  Embedding  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  PDF
• 2022-02-11 Investigating Power laws in Deep Representation Learning    Arna Ghosh, Arnab Kumar Mondal, Kumar Krishna Agrawal, Blake Richards arXiv_AI arXiv_AI  Transformer  Recognition  Represenation_Learning  Knowledge  Self-Supervised  PDF
• 2022-02-10 Using Navigational Information to Learn Visual Representations    Lizhen Zhu, Brad Wyble, James Z. Wang arXiv_AI arXiv_AI  Unsupervised  Represenation_Learning  Self-Supervised  Contrastive_Learning  Classification  PDF
• 2022-02-09 Sampling Strategy for Fine-Tuning Segmentation Models to Crisis Area under Scarcity of Data    Adrianna Janik, Kris Sankaran arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Represenation_Learning  Pose  Deep_Learning  Detection  PDF
• 2022-02-09 A Multimodal Canonical-Correlated Graph Neural Network for Energy-Efficient Speech Enhancement    Leandro Aparecido Passos, João Paulo Papa, Amir Hussain, Ahsan Adeel arXiv_SD arXiv_SD  Reconstruction  Embedding  Enhancement  Represenation_Learning  Speech  Self-Supervised  Pose  Relation  PDF
• 2022-02-09 Learning to Bootstrap for Combating Label Noise    Yuyin Zhou, Xianhang Li, Fengze Liu, Xuxi Chen, Lequan Yu, Cihang Xie, Matthew P. Lungren, Lei Xing arXiv_CV arXiv_CV  Represenation_Learning  Pose  Medical  Prediction  PDF
• 2022-02-09 Distillation with Contrast is All You Need for Self-Supervised Point Cloud Representation Learning    Kexue Fu, Peng Gao, Renrui Zhang, Hongsheng Li, Yu Qiao, Manning Wang arXiv_CV arXiv_CV  Point_Cloud  3D  Represenation_Learning  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Action  Classification  Relation  Attention  PDF
• 2022-02-09 Covariate-informed Representation Learning with Samplewise Optimal Identifiable Variational Autoencoders    Young-geun Kim, Ying Liu, Xuexin Wei arXiv_AI arXiv_AI  Represenation_Learning  Pose  Relation  PDF
• 2022-02-08 TransformNet: Self-supervised representation learning through predicting geometric transformations    Sayed Hashim, Muhammad Ali arXiv_CV arXiv_CV  Unsupervised  Recognition  Text_Classification  Represenation_Learning  Salient  Self-Supervised  Pose  Quantitative  Classification  Image_Classification  PDF
• 2022-02-08 Generative multitask learning mitigates target-causing confounding    Taro Makino, Krzysztof Geras, Kyunghyun Cho arXiv_AI arXiv_AI  Represenation_Learning  Pose  Classification  PDF
• 2022-02-08 Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion    Ling Yang, Shenda Hong, Luxia Zhang arXiv_AI arXiv_AI  Unsupervised  Optimization  Sparse  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Attention  PDF
• 2022-02-08 Self-Paced Imbalance Rectification for Class Incremental Learning    Zhiheng Liu, Kai Zhu, Yang Cao arXiv_CV arXiv_CV  Embedding  Optimization  Represenation_Learning  Pose  PDF
• 2022-02-08 Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities    Yihong Tang, Ao Qu, Andy H.F. Chow, William H.K. Lam, S.C. Wong, Wei Ma arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Adversarial  Pose  Deep_Learning  Detection  Object_Detection  Prediction  PDF
• 2022-02-07 Self-Supervised Representation Learning for Speech Using Visual Grounding and Masked Language Modeling    Puyuan Peng, David Harwath arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Speech  Self-Supervised  Pose  Language_Model  PDF
• 2022-02-07 Deep Impulse Responses: Estimating and Parameterizing Filters with Deep Networks    Alexander Richard, Peter Dodds, Vamsi Krishna Ithapu arXiv_SD