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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
Quantifying Learnability and Describability of Visual Concepts Emerging in Representation Learning Iro Laina Ruth C. Fong Andrea Vedaldi OCL 78 13 0 27 Oct 2020
RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning Peihao Chen Deng Huang Dongliang He Xiang Long Runhao Zeng Shilei Wen Mingkui Tan Chuang Gan SSL 73 134 0 27 Oct 2020
Graph Contrastive Learning with Adaptive Augmentation Yanqiao Zhu Yichen Xu Feng Yu Qiang Liu Shu Wu Liang Wang 143 1,127 0 27 Oct 2020
Learning Contextual Tag Embeddings for Cross-Modal Alignment of Audio and Tags Xavier Favory Konstantinos Drossos Tuomas Virtanen Xavier Serra 118 15 0 27 Oct 2020
HarperValleyBank: A Domain-Specific Spoken Dialog Corpus Mike Wu J. Nafziger A. Scodary Andrew L. Maas 91 17 0 26 Oct 2020
Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining Cheng-I Jeff Lai Yung-Sung Chuang Hung-yi Lee Shang-Wen Li James R. Glass VLM SSL 96 60 0 26 Oct 2020
Contrastive Unsupervised Learning for Audio Fingerprinting Zhesong Yu Xingjian Du Bilei Zhu Zejun Ma 76 9 0 26 Oct 2020
Robust Pre-Training by Adversarial Contrastive Learning Ziyu Jiang Tianlong Chen Ting-Li Chen Zhangyang Wang 108 234 0 26 Oct 2020
An iterative framework for self-supervised deep speaker representation learning Danwei Cai Weiqing Wang Ming Li SSL 67 37 0 25 Oct 2020
Two-stage Textual Knowledge Distillation for End-to-End Spoken Language Understanding Seongbin Kim Gyuwan Kim Seongjin Shin Sangmin Lee VLM 62 20 0 25 Oct 2020
CLRGaze: Contrastive Learning of Representations for Eye Movement Signals Louise Gillian C. Bautista P. Naval 11 5 0 25 Oct 2020
Probing Acoustic Representations for Phonetic Properties Danni Ma Neville Ryant M. Liberman 108 45 0 25 Oct 2020
Unsupervised Learning of Disentangled Speech Content and Style Representation Andros Tjandra Ruoming Pang Yu Zhang Shigeki Karita BDL DRL 73 15 0 24 Oct 2020
Multilingual Speech Translation with Efficient Finetuning of Pretrained Models Xian Li Changhan Wang Yun Tang C. Tran Yuqing Tang J. Pino Alexei Baevski Alexis Conneau Michael Auli 62 6 0 24 Oct 2020
Graph Information Bottleneck Tailin Wu Hongyu Ren Pan Li J. Leskovec AAML 170 240 0 24 Oct 2020
Iterative Graph Self-Distillation Hanlin Zhang Shuai Lin Weiyang Liu Pan Zhou Jian Tang Xiaodan Liang Eric Xing SSL 131 34 0 23 Oct 2020
Multilingual BERT Post-Pretraining Alignment Lin Pan Chung-Wei Hang Haode Qi Abhishek Shah Saloni Potdar Mo Yu 177 44 0 23 Oct 2020
Any-to-One Sequence-to-Sequence Voice Conversion using Self-Supervised Discrete Speech Representations Wen-Chin Huang Yi-Chiao Wu Tomoki Hayashi Tomoki Toda BDL 111 38 0 23 Oct 2020
Contrastive Learning with Adversarial Examples Chih-Hui Ho Nuno Vasconcelos SSL 92 142 0 22 Oct 2020
Unsupervised deep learning for grading of age-related macular degeneration using retinal fundus images Baladitya Yellapragada Sascha Hornauer Kiersten Snyder Stella X. Yu Glenn Yiu MedIm 43 4 0 22 Oct 2020
Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive Learning Sungkyun Chang Donmoon Lee Jeongsoon Park Hyungui Lim Kyogu Lee Karam Ko Yoonchang Han 103 35 0 22 Oct 2020
Contrastive Self-Supervised Learning for Wireless Power Control Navid Naderializadeh SSL 95 7 0 22 Oct 2020
SlimIPL: Language-Model-Free Iterative Pseudo-Labeling Tatiana Likhomanenko Qiantong Xu Jacob Kahn Gabriel Synnaeve R. Collobert VLM 136 65 0 22 Oct 2020
Similarity Analysis of Self-Supervised Speech Representations Yu-An Chung Yonatan Belinkov James R. Glass SSL 120 37 0 22 Oct 2020
Unsupervised Representation Learning for Speaker Recognition via Contrastive Equilibrium Learning Sung Hwan Mun Woohyun Kang Min Hyun Han N. Kim SSL 90 21 0 22 Oct 2020
Self-training and Pre-training are Complementary for Speech Recognition Qiantong Xu Alexei Baevski Tatiana Likhomanenko Paden Tomasello Alexis Conneau R. Collobert Gabriel Synnaeve Michael Auli SSL VLM 153 173 0 22 Oct 2020
Latte-Mix: Measuring Sentence Semantic Similarity with Latent Categorical Mixtures Minghan Li He Bai Luchen Tan Kun Xiong Ming Li Jimmy J. Lin FedML 41 0 0 21 Oct 2020
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents Mohammad Kachuee Hao Yuan Young-Bum Kim Sungjin Lee 61 25 0 21 Oct 2020
Contrastive Learning of General-Purpose Audio Representations Aaqib Saeed David Grangier Neil Zeghidour VLM SSL 86 272 0 21 Oct 2020
Self-supervised Graph Learning for Recommendation Jiancan Wu Xiang Wang Fuli Feng Xiangnan He Liang Chen Jianxun Lian Xing Xie SSL 204 1,182 0 21 Oct 2020
BYOL works even without batch statistics Pierre Harvey Richemond Jean-Bastien Grill Florent Altché Corentin Tallec Florian Strub ... Samuel L. Smith Soham De Razvan Pascanu Bilal Piot Michal Valko SSL 309 115 0 20 Oct 2020
Imitation with Neural Density Models Kuno Kim Akshat Jindal Yang Song Jiaming Song Yanan Sui Stefano Ermon 84 13 0 19 Oct 2020
CLAR: Contrastive Learning of Auditory Representations Haider Al-Tahan Y. Mohsenzadeh SSL 195 56 0 19 Oct 2020
What About Inputing Policy in Value Function: Policy Representation and Policy-extended Value Function Approximator Hongyao Tang Zhaopeng Meng Jianye Hao Chong Chen D. Graves ... Hangyu Mao Wulong Liu Yaodong Yang Wenyuan Tao Li Wang OffRL 71 7 0 19 Oct 2020
Improving Transformation Invariance in Contrastive Representation Learning Adam Foster Rattana Pukdee Tom Rainforth 109 23 0 19 Oct 2020
Model-free conventions in multi-agent reinforcement learning with heterogeneous preferences Raphael Köster Kevin R. McKee Richard Everett Laura Weidinger William S. Isaac Edward Hughes Edgar A. Duénez-Guzmán T. Graepel M. Botvinick Joel Z Leibo 90 23 0 18 Oct 2020
Federated Unsupervised Representation Learning Fengda Zhang Kun Kuang Zhaoyang You Tao Shen Jun Xiao Yin Zhang Chao-Xiang Wu Yueting Zhuang Xiaolin Li FedML 89 137 0 18 Oct 2020
CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding Yanru Qu Dinghan Shen Yelong Shen Sandra Sajeev Jiawei Han Weizhu Chen 204 69 0 16 Oct 2020
On the surprising similarities between supervised and self-supervised models Robert Geirhos Kantharaju Narayanappa Benjamin Mitzkus Matthias Bethge Felix Wichmann Wieland Brendel OOD SSL DRL 142 48 0 16 Oct 2020
Local plasticity rules can learn deep representations using self-supervised contrastive predictions Bernd Illing Jean-Paul Ventura G. Bellec W. Gerstner SSL DRL 139 71 0 16 Oct 2020
Auxiliary Task Reweighting for Minimum-data Learning Baifeng Shi Judy Hoffman Kate Saenko Trevor Darrell Huijuan Xu MoMe 65 33 0 16 Oct 2020
Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning Wanyun Cui Guangyu Zheng Wei Wang SSL 52 21 0 16 Oct 2020
Pose And Joint-Aware Action Recognition Anshul B. Shah Shlok Kumar Mishra Ankan Bansal Jun-Cheng Chen Ramalingam Chellappa Abhinav Shrivastava 137 33 0 16 Oct 2020
Representation Learning via Invariant Causal Mechanisms Jovana Mitrović Brian McWilliams Jacob Walker Lars Buesing Charles Blundell CML OOD SSL 80 251 0 15 Oct 2020
Masked Contrastive Representation Learning for Reinforcement Learning Jinhua Zhu Yingce Xia Lijun Wu Jiajun Deng Wen-gang Zhou Tao Qin Houqiang Li SSL OffRL 110 60 0 15 Oct 2020
Viewmaker Networks: Learning Views for Unsupervised Representation Learning Alex Tamkin Mike Wu Noah D. Goodman SSL 131 64 0 14 Oct 2020
Back to the Future: Cycle Encoding Prediction for Self-supervised Contrastive Video Representation Learning Xinyu Yang Majid Mirmehdi T. Burghardt 83 4 0 14 Oct 2020
Are all negatives created equal in contrastive instance discrimination? Tiffany Cai Jonathan Frankle D. Schwab Ari S. Morcos SSL 78 83 0 13 Oct 2020
CAPT: Contrastive Pre-Training for Learning Denoised Sequence Representations Fuli Luo Pengcheng Yang Shicheng Li Xuancheng Ren Xu Sun VLM SSL 73 16 0 13 Oct 2020
MixCo: Mix-up Contrastive Learning for Visual Representation Sungnyun Kim Gihun Lee Sangmin Bae Seyoung Yun SSL 167 81 0 13 Oct 2020