Represenation

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