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Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

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Title
Unsupervised Representation Learning for Time Series with Temporal Neighborhood Coding S. Tonekaboni Danny Eytan Anna Goldenberg CML SSL AI4TS 171 297 0 01 Jun 2021
Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning Haibin Wu Xu Li Andy T. Liu Zhiyong Wu Helen Meng Hung-yi Lee AAML SSL 116 30 0 01 Jun 2021
Iterative Hierarchical Attention for Answering Complex Questions over Long Documents Haitian Sun William W. Cohen Ruslan Salakhutdinov 143 13 0 01 Jun 2021
Toward Understanding the Feature Learning Process of Self-supervised Contrastive Learning Zixin Wen Yuanzhi Li SSL MLT 86 136 0 31 May 2021
Connecting Language and Vision for Natural Language-Based Vehicle Retrieval Shuai Bai Zhedong Zheng Xiaohan Wang Junyang Lin Zhu Zhang Chang Zhou Yi Yang Hongxia Yang 103 27 0 31 May 2021
CLEVE: Contrastive Pre-training for Event Extraction Ziqi Wang Xiaozhi Wang Xu Han Yankai Lin Lei Hou Zhiyuan Liu Peng Li Juan-Zi Li Jie Zhou 84 118 0 30 May 2021
What Is Considered Complete for Visual Recognition? Lingxi Xie Xiaopeng Zhang Longhui Wei Jianlong Chang Qi Tian VLM 104 4 0 28 May 2021
Early Exiting with Ensemble Internal Classifiers Tianxiang Sun Yunhua Zhou Xiangyang Liu Xinyu Zhang Hao Jiang Bo Zhao Xuanjing Huang Xipeng Qiu 70 31 0 28 May 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 136 612 0 27 May 2021
Rethinking InfoNCE: How Many Negative Samples Do You Need? Chuhan Wu Fangzhao Wu Yongfeng Huang 65 45 0 27 May 2021
Contrastive Fine-tuning Improves Robustness for Neural Rankers Xiaofei Ma Cicero Nogueira dos Santos Andrew O. Arnold 111 20 0 27 May 2021
Towards Compact Single Image Super-Resolution via Contrastive Self-distillation Yanbo Wang Shaohui Lin Yanyun Qu Haiyan Wu Zhizhong Zhang Yuan Xie Angela Yao SupR 105 54 0 25 May 2021
Unsupervised Speech Recognition Alexei Baevski Wei-Ning Hsu Alexis Conneau Michael Auli SSL 152 275 0 24 May 2021
InfoFair: Information-Theoretic Intersectional Fairness Jian Kang Tiankai Xie Xintao Wu Ross Maciejewski Hanghang Tong FaML 64 20 0 24 May 2021
TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks Yu Li Min Li Qiuxia Lai Yannan Liu Qiang Xu 16 21 0 21 May 2021
Heterogeneous Contrastive Learning Lecheng Zheng Jinjun Xiong Yada Zhu Jingrui He 103 22 0 19 May 2021
Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning Xiao Wang Nian Liu Hui-jun Han C. Shi SSL 84 396 0 19 May 2021
Divide and Contrast: Self-supervised Learning from Uncurated Data Yonglong Tian Olivier J. Hénaff Aaron van den Oord SSL 138 101 0 17 May 2021
TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning Lu Wang Xiaofu Chang Shuang Li Yunfei Chu Hui Li Wei Zhang Xiaofeng He Le Song Jingren Zhou Hongxia Yang 68 55 0 17 May 2021
Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation Chae-Eun Lee Minyoung Chung Y. Shin DRL 80 10 0 17 May 2021
Leveraging EfficientNet and Contrastive Learning for Accurate Global-scale Location Estimation Giorgos Kordopatis-Zilos Panagiotis Galopoulos Symeon Papadopoulos Y. Kompatsiaris 41 15 0 17 May 2021
Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification Hao Xue Flora D. Salim SSL 54 40 0 17 May 2021
Semi-supervised Contrastive Learning with Similarity Co-calibration Yuhang Zhang Xiaopeng Zhang Robert C. Qiu Jie Li Haohang Xu Qi Tian SSL 49 61 0 16 May 2021
Mean Shift for Self-Supervised Learning Soroush Abbasi Koohpayegani Ajinkya Tejankar Hamed Pirsiavash SSL 69 93 0 15 May 2021
Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation Chenyu You Ruihan Zhao Lawrence H. Staib James S. Duncan SSL 130 106 0 14 May 2021
Maximizing Mutual Information Across Feature and Topology Views for Learning Graph Representations Xiaolong Fan Maoguo Gong Yue Wu Hao Li SSL 80 4 0 14 May 2021
Video Corpus Moment Retrieval with Contrastive Learning Hao Zhang Aixin Sun Wei Jing Guoshun Nan Liangli Zhen Qiufeng Wang Rick Siow Mong Goh 108 88 0 13 May 2021
When Does Contrastive Visual Representation Learning Work? Elijah Cole Xuan S. Yang Kimberly Wilber Oisin Mac Aodha Serge Belongie SSL 92 125 0 12 May 2021
Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning Ming Jin Yizhen Zheng Yuan-Fang Li Chen Gong Chuan Zhou Shirui Pan SSL 115 156 0 12 May 2021
PoseContrast: Class-Agnostic Object Viewpoint Estimation in the Wild with Pose-Aware Contrastive Learning Yang Xiao Yuming Du Renaud Marlet SSL 65 23 0 12 May 2021
Unsupervised Representation Learning from Pathology Images with Multi-directional Contrastive Predictive Coding Jacob Carse F. Carey S. McKenna SSL MedIm 72 9 0 11 May 2021
Home Action Genome: Cooperative Compositional Action Understanding Nishant Rai Haofeng Chen Jingwei Ji Rishi Desai Kazuki Kozuka Shun Ishizaka Ehsan Adeli Juan Carlos Niebles 43 77 0 11 May 2021
Representation Learning via Global Temporal Alignment and Cycle-Consistency Isma Hadji Konstantinos G. Derpanis Allan D. Jepson AI4TS 141 55 0 11 May 2021
VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning Adrien Bardes Jean Ponce Yann LeCun SSL DML 203 946 0 11 May 2021
Spoken Moments: Learning Joint Audio-Visual Representations from Video Descriptions Mathew Monfort SouYoung Jin Alexander H. Liu David Harwath Rogerio Feris James Glass Aude Oliva 56 60 0 10 May 2021
Gradient-based Bayesian Experimental Design for Implicit Models using Mutual Information Lower Bounds Steven Kleinegesse Michael U. Gutmann FedML 79 25 0 10 May 2021
Contrastive Attraction and Contrastive Repulsion for Representation Learning Huangjie Zheng Xu Chen Jiangchao Yao Hongxia Yang Chunyuan Li Ya Zhang Hao Zhang Ivor Tsang Jingren Zhou Mingyuan Zhou SSL 113 12 0 08 May 2021
Contrastive Learning for Unsupervised Image-to-Image Translation Hanbit Lee Jinseok Seol Sang-goo Lee VLM SSL 141 19 0 07 May 2021
ConCAD: Contrastive Learning-based Cross Attention for Sleep Apnea Detection Guanjie Huang Fenglong Ma 58 11 0 07 May 2021
A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations Pierre Colombo Chloé Clavel Pablo Piantanida AAML DRL 183 51 0 06 May 2021
Unsupervised Visual Representation Learning by Tracking Patches in Video Guangting Wang Yizhou Zhou Chong Luo Wenxuan Xie Wenjun Zeng Zhiwei Xiong SSL 82 24 0 06 May 2021
Self-Supervised Learning from Automatically Separated Sound Scenes Eduardo Fonseca A. Jansen D. Ellis Scott Wisdom Marco Tagliasacchi J. Hershey Manoj Plakal Shawn Hershey R. C. Moore Xavier Serra SSL 81 13 0 05 May 2021
Voice Conversion Based Speaker Normalization for Acoustic Unit Discovery Thomas Glarner Janek Ebbers Reinhold Häb-Umbach DRL 11 1 0 04 May 2021
Curious Representation Learning for Embodied Intelligence Yilun Du Chuang Gan Phillip Isola SSL LM&Ro 172 40 0 03 May 2021
SUPERB: Speech processing Universal PERformance Benchmark Shu-Wen Yang Po-Han Chi Yung-Sung Chuang Cheng-I Jeff Lai Kushal Lakhotia ... Shuyan Dong Shang-Wen Li Shinji Watanabe Abdel-rahman Mohamed Hung-yi Lee SSL 171 943 0 03 May 2021
On Feature Decorrelation in Self-Supervised Learning Tianyu Hua Wenxiao Wang Zihui Xue Sucheng Ren Yue Wang Hang Zhao SSL OOD 193 197 0 02 May 2021
A Good Image Generator Is What You Need for High-Resolution Video Synthesis Yu Tian Jian Ren Menglei Chai Kyle Olszewski Xi Peng Dimitris N. Metaxas Sergey Tulyakov VGen 106 188 0 30 Apr 2021
CoCon: Cooperative-Contrastive Learning Nishant Rai Ehsan Adeli Kuan-Hui Lee Adrien Gaidon Juan Carlos Niebles SSL 76 18 0 30 Apr 2021
A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning Christoph Feichtenhofer Haoqi Fan Bo Xiong Ross B. Girshick Kaiming He SSL AI4TS 107 263 0 29 Apr 2021
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman SSL 265 467 0 29 Apr 2021