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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
Equivariant $Q$ Learning in Spatial Action Spaces Dian Wang Robin Walters Xu Zhu Robert Platt 102 78 0 28 Oct 2021
InfoGCL: Information-Aware Graph Contrastive Learning Dongkuan Xu Wei Cheng Dongsheng Luo Haifeng Chen Xiang Zhang 67 201 0 28 Oct 2021
Residual Relaxation for Multi-view Representation Learning Yifei Wang Zhengyang Geng Feng Jiang Chuming Li Yisen Wang Jiansheng Yang Zhouchen Lin 68 39 0 28 Oct 2021
Equivariant Contrastive Learning Rumen Dangovski Li Jing Charlotte Loh Seung-Jun Han Akash Srivastava Brian Cheung Pulkit Agrawal Marin Soljacic 98 79 0 28 Oct 2021
Self-Supervised Learning Disentangled Group Representation as Feature Tan Wang Zhongqi Yue Jianqiang Huang Qianru Sun Hanwang Zhang OOD 90 69 0 28 Oct 2021
Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing Aadarsh Sahoo Rutav Shah Yikang Shen Kate Saenko Abir Das 72 65 0 28 Oct 2021
Graph Communal Contrastive Learning Bolian Li Baoyu Jing Hanghang Tong 74 60 0 28 Oct 2021
Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning Aakash Kaku Sahana Upadhya N. Razavian SSL 86 29 0 27 Oct 2021
A Survey of Self-Supervised and Few-Shot Object Detection Gabriel Huang I. Laradji David Vazquez Simon Lacoste-Julien Pau Rodríguez López ObjD 113 80 0 27 Oct 2021
DreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical Representations Fei Deng Ingook Jang Sungjin Ahn VLM 79 62 0 27 Oct 2021
Neural Analysis and Synthesis: Reconstructing Speech from Self-Supervised Representations Hyeong-Seok Choi Juheon Lee W. Kim Jie Hwan Lee Hoon Heo Kyogu Lee 109 158 0 27 Oct 2021
Zero-shot Voice Conversion via Self-supervised Prosody Representation Learning Shijun Wang Dimche Kostadinov Damian Borth 86 11 0 27 Oct 2021
Towards artificial general intelligence via a multimodal foundation model Nanyi Fei Zhiwu Lu Yizhao Gao Guoxing Yang Yuqi Huo ... Ruihua Song Xin Gao Tao Xiang Haoran Sun Jiling Wen AI4CE LRM 90 230 0 27 Oct 2021
Self-supervised EEG Representation Learning for Automatic Sleep Staging Chaoqi Yang MSc Cao Xiao PhD M Brandon Westover PhD Jimeng Sun SSL 111 24 0 27 Oct 2021
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing Sanyuan Chen Chengyi Wang Zhengyang Chen Yu-Huan Wu Shujie Liu ... Yao Qian Jian Wu Micheal Zeng Xiangzhan Yu Furu Wei SSL 296 1,913 0 26 Oct 2021
SpectroscopyNet: Learning to pre-process Spectroscopy Signals without clean data Juan Castorena Diane Oyen 53 0 0 26 Oct 2021
Understanding the Role of Self-Supervised Learning in Out-of-Distribution Detection Task Jiuhai Chen Chen Zhu Bin Dai OODD 109 3 0 26 Oct 2021
Towards More Generalizable One-shot Visual Imitation Learning Zhao Mandi Fangchen Liu Kimin Lee Pieter Abbeel 84 61 0 26 Oct 2021
Image Quality Assessment using Contrastive Learning Pavan C. Madhusudana Neil Birkbeck Yilin Wang Balu Adsumilli A. Bovik SSL 55 168 0 25 Oct 2021
Unsupervised Domain Adaptation with Dynamics-Aware Rewards in Reinforcement Learning Jinxin Liu Hao Shen Donglin Wang Yachen Kang Qiangxing Tian 85 19 0 25 Oct 2021
CLLD: Contrastive Learning with Label Distance for Text Classification Jinhe Lan Qingyuan Zhan Chenhao Jiang Kunping Yuan Desheng Wang VLM 64 2 0 25 Oct 2021
MUSE: Feature Self-Distillation with Mutual Information and Self-Information Yunpeng Gong Ye Yu Gaurav Mittal Greg Mori Mei Chen SSL 46 2 0 25 Oct 2021
Learning Speaker Representation with Semi-supervised Learning approach for Speaker Profiling Shangeth Rajaa Pham Van Tung Chng Eng Siong 64 5 0 24 Oct 2021
Contrastively Disentangled Sequential Variational Autoencoder M. Kiener Weiran Wang Michael Gerndt CoGe DRL 110 42 0 22 Oct 2021
Wav2CLIP: Learning Robust Audio Representations From CLIP Ho-Hsiang Wu Prem Seetharaman Kundan Kumar J. P. Bello CLIP VLM 147 274 0 21 Oct 2021
Statistical discrimination in learning agents Edgar A. Duénez-Guzmán Kevin R. McKee Yiran Mao Ben Coppin Silvia Chiappa ... Yoram Bachrach Suzanne Sadedin William S. Isaac K. Tuyls Joel Z Leibo 77 7 0 21 Oct 2021
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP Andreas Fürst Elisabeth Rumetshofer Johannes Lehner Viet-Hung Tran Fei Tang ... David P. Kreil Michael K Kopp Günter Klambauer Angela Bitto-Nemling Sepp Hochreiter VLM CLIP 314 104 0 21 Oct 2021
Analyzing and Improving the Optimization Landscape of Noise-Contrastive Estimation Bingbin Liu Elan Rosenfeld Pradeep Ravikumar Andrej Risteski 57 13 0 21 Oct 2021
Dynamic Bottleneck for Robust Self-Supervised Exploration Chenjia Bai Lingxiao Wang Lei Han Animesh Garg Jianye Hao Peng Liu Zhaoran Wang 64 30 0 20 Oct 2021
Empowering General-purpose User Representation with Full-life Cycle Behavior Modeling Bei Yang Jie Gu Ke Liu Xiaoxiao Xu Renjun Xu Qinghui Sun Hong Liu 96 5 0 20 Oct 2021
SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training Ankur Bapna Yu-An Chung Na Wu Anmol Gulati Ye Jia J. Clark Melvin Johnson Jason Riesa Alexis Conneau Yu Zhang VLM 137 96 0 20 Oct 2021
Constrained Mean Shift for Representation Learning Ajinkya Tejankar Soroush Abbasi Koohpayegani Hamed Pirsiavash SSL 54 0 0 19 Oct 2021
Contrastive Active Inference Pietro Mazzaglia Tim Verbelen Bart Dhoedt 80 26 0 19 Oct 2021
SSAST: Self-Supervised Audio Spectrogram Transformer Yuan Gong Cheng-I Jeff Lai Yu-An Chung James R. Glass ViT 93 277 0 19 Oct 2021
Unsupervised Finetuning Suichan Li Dongdong Chen Yinpeng Chen Lu Yuan Lei Zhang Qi Chu B. Liu Nenghai Yu 72 8 0 18 Oct 2021
Understanding Dimensional Collapse in Contrastive Self-supervised Learning Li Jing Pascal Vincent Yann LeCun Yuandong Tian SSL 124 362 0 18 Oct 2021
Self-Supervised Representation Learning: Introduction, Advances and Challenges Linus Ericsson Henry Gouk Chen Change Loy Timothy M. Hospedales SSL OOD AI4TS 91 281 0 18 Oct 2021
Illiterate DALL-E Learns to Compose Gautam Singh Fei Deng Sungjin Ahn CoGe OCL 122 139 0 17 Oct 2021
Unsupervised Representation Learning for Binary Networks by Joint Classifier Learning Dahyun Kim Jonghyun Choi SSL MQ 94 5 0 17 Oct 2021
Learning First-Order Rules with Relational Path Contrast for Inductive Relation Reasoning Yudai Pan Jun Liu Lingling Zhang Xin Hu Tianzhe Zhao Qika Lin 104 9 0 17 Oct 2021
Surrogate- and invariance-boosted contrastive learning for data-scarce applications in science Charlotte Loh T. Christensen Rumen Dangovski Samuel Kim Marin Soljacic 76 20 0 15 Oct 2021
DS-TOD: Efficient Domain Specialization for Task Oriented Dialog Chia-Chien Hung Anne Lauscher Simone Paolo Ponzetto Goran Glavaš 99 31 0 15 Oct 2021
Guiding Visual Question Generation Nihir Vedd Zixu Wang Marek Rei Yishu Miao Lucia Specia 138 22 0 15 Oct 2021
Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation Li Jiang Shaoshuai Shi Zhuotao Tian Xin Lai Shu Liu Chi-Wing Fu Jiaya Jia SSL 3DPC 184 119 0 15 Oct 2021
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models Zaiqiao Meng Fangyu Liu Ehsan Shareghi Yixuan Su Charlotte Collins Nigel Collier 93 28 0 15 Oct 2021
From Multimodal to Unimodal Attention in Transformers using Knowledge Distillation Dhruv Agarwal Tanay Agrawal Laura M. Ferrari Franccois Bremond 45 5 0 15 Oct 2021
SleepPriorCL: Contrastive Representation Learning with Prior Knowledge-based Positive Mining and Adaptive Temperature for Sleep Staging Hongjun Zhang Jing Wang Qinfeng Xiao Jiaoxue Deng Youfang Lin 110 8 0 15 Oct 2021
Inverse Problems Leveraging Pre-trained Contrastive Representations Sriram Ravula Georgios Smyrnis Matt Jordan A. Dimakis SSL 148 9 0 14 Oct 2021
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling Prathyusha Jwalapuram Shafiq Joty Xiang Lin 104 16 0 14 Oct 2021
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast Ye Du Zehua Fu Qingjie Liu Yunhong Wang 157 138 0 14 Oct 2021