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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
Semi-Supervised Learning with Taxonomic Labels Jong-Chyi Su Subhransu Maji 110 10 0 23 Nov 2021
Contrast-reconstruction Representation Learning for Self-supervised Skeleton-based Action Recognition Peng Wang Jun Wen Chenyang Si Y. Qian Liang Wang SSL 107 44 0 22 Nov 2021
Density Ratio Estimation via Infinitesimal Classification Kristy Choi Chenlin Meng Yang Song Stefano Ermon 80 42 0 22 Nov 2021
HoughCL: Finding Better Positive Pairs in Dense Self-supervised Learning Yunsung Lee Teakgyu Hong Han-Cheol Cho Junbum Cha Seungryong Kim SSL 33 0 0 21 Nov 2021
Towards Graph Self-Supervised Learning with Contrastive Adjusted Zooming Yizhen Zheng Ming Jin Shirui Pan Yuan-Fang Li Hao Peng Ming Li Zhao‐Rui Li SSL 74 25 0 20 Nov 2021
SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech Suwon Shon Ankita Pasad Felix Wu Pablo Brusco Yoav Artzi Karen Livescu Kyu Jeong Han AuLLM ELM 106 76 0 19 Nov 2021
Generalized Decision Transformer for Offline Hindsight Information Matching Hiroki Furuta Y. Matsuo S. Gu OffRL 116 104 0 19 Nov 2021
Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning Yuntao Li Can Xu Huang Hu Lei Sha Yan Zhang Daxin Jiang 65 12 0 19 Nov 2021
DeepQR: Neural-based Quality Ratings for Learnersourced Multiple-Choice Questions Lin Ni Qiming Bao Xiaoxuan Li Qianqian Qi Paul Denny Jim Warren Michael Witbrock Jiamo Liu AI4Ed 140 15 0 19 Nov 2021
Combined Scaling for Zero-shot Transfer Learning Hieu H. Pham Zihang Dai Golnaz Ghiasi Kenji Kawaguchi Hanxiao Liu ... Yi-Ting Chen Minh-Thang Luong Yonghui Wu Mingxing Tan Quoc V. Le VLM 120 202 0 19 Nov 2021
Meta Clustering Learning for Large-scale Unsupervised Person Re-identification Xin Jin Tianyu He Xu Shen Tongliang Liu Xinchao Wang Jianqiang Huang Zhibo Chen Xiansheng Hua 90 12 0 19 Nov 2021
Improving Transferability of Representations via Augmentation-Aware Self-Supervision Hankook Lee Kibok Lee Kimin Lee Honglak Lee Jinwoo Shin SSL 88 55 0 18 Nov 2021
Self-Supervised Class Incremental Learning Zixuan Ni Siliang Tang Yueting Zhuang CLL 68 6 0 18 Nov 2021
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale Arun Babu Changhan Wang Andros Tjandra Kushal Lakhotia Qiantong Xu ... Yatharth Saraf J. Pino Alexei Baevski Alexis Conneau Michael Auli SSL 114 713 0 17 Nov 2021
Pedestrian Detection by Exemplar-Guided Contrastive Learning Zebin Lin Wenjie Pei Fanglin Chen Dafan Zhang Guangming Lu 84 21 0 17 Nov 2021
Pre-training Graph Neural Network for Cross Domain Recommendation Chen Wang Yueqing Liang Zhiwei Liu Tao Zhang Philip S. Yu 73 46 0 16 Nov 2021
Joint Unsupervised and Supervised Training for Multilingual ASR Junwen Bai Yue Liu Yu Zhang Ankur Bapna Nikhil Siddhartha K. Sim Tara N. Sainath 86 59 0 15 Nov 2021
LiT: Zero-Shot Transfer with Locked-image text Tuning Xiaohua Zhai Tianlin Li Basil Mustafa Andreas Steiner Daniel Keysers Alexander Kolesnikov Lucas Beyer VLM 171 561 0 15 Nov 2021
Large-Scale Hyperspectral Image Clustering Using Contrastive Learning Yaoming Cai Zijia Zhang Yang Liu Pedram Ghamisi Kunping Li Xiaobo Liu Z. Cai 48 16 0 15 Nov 2021
Learnable Locality-Sensitive Hashing for Video Anomaly Detection Yue Lu Congqi Cao Yanning Zhang 58 27 0 15 Nov 2021
Learning Representations for Pixel-based Control: What Matters and Why? Manan Tomar Utkarsh Aashu Mishra Amy Zhang Matthew E. Taylor SSL OffRL 101 26 0 15 Nov 2021
Neural Capacity Estimators: How Reliable Are They? Farhad Mirkarimi Stefano Rini Nariman Farsad 62 9 0 14 Nov 2021
Contrastive Feature Loss for Image Prediction A. Andonian Taesung Park Bryan C. Russell Phillip Isola Jun-Yan Zhu Richard Y. Zhang GAN SSL 96 19 0 12 Nov 2021
A Reverse Jensen Inequality Result with Application to Mutual Information Estimation Gerhard Wunder Benedikt Groß Rick Fritschek Rafael F. Schaefer 46 10 0 12 Nov 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 648 7,877 0 11 Nov 2021
Unsupervised Part Discovery from Contrastive Reconstruction Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi OCL SSL 239 62 0 11 Nov 2021
Probabilistic Contrastive Learning for Domain Adaptation Junjie Li Yixin Zhang Zilei Wang Saihui Hou Keyu Tu Man Zhang 182 15 0 11 Nov 2021
Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels Benoit Dufumier Pietro Gori J. Victor Antoine Grigis Edouard Duchesnay MedIm 57 7 0 10 Nov 2021
Membership Inference Attacks Against Self-supervised Speech Models Wei-Cheng Tseng Wei-Tsung Kao Hung-yi Lee 114 14 0 09 Nov 2021
Dual Prototypical Contrastive Learning for Few-shot Semantic Segmentation Hyeongjun Kwon Somi Jeong Sunok Kim Kwanghoon Sohn VLM 65 10 0 09 Nov 2021
On Representation Knowledge Distillation for Graph Neural Networks Chaitanya K. Joshi Fayao Liu Xu Xun Jie Lin Chuan-Sheng Foo 111 64 0 09 Nov 2021
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 203 84 0 08 Nov 2021
SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot Learning Fengyuan Yang Ruiping Wang Xilin Chen VLM 96 35 0 08 Nov 2021
Meta-TTS: Meta-Learning for Few-Shot Speaker Adaptive Text-to-Speech Sung-Feng Huang Chyi-Jiunn Lin Da-Rong Liu Yi-Chen Chen Hung-yi Lee 126 57 0 07 Nov 2021
Augmentations in Graph Contrastive Learning: Current Methodological Flaws & Towards Better Practices Puja Trivedi Ekdeep Singh Lubana Yujun Yan Yaoqing Yang Danai Koutra 92 55 0 05 Nov 2021
Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning Dhruv Shah Peng Xu Yao Lu Ted Xiao Alexander Toshev Sergey Levine Brian Ichter OffRL 88 43 0 04 Nov 2021
Hard Negative Sampling via Regularized Optimal Transport for Contrastive Representation Learning Ruijie Jiang Prakash Ishwar Shuchin Aeron SSL 59 6 0 04 Nov 2021
MixSiam: A Mixture-based Approach to Self-supervised Representation Learning Xiaoyang Guo Tianhao Zhao Yutian Lin Bo Du SSL 62 6 0 04 Nov 2021
A Comparison of Discrete and Soft Speech Units for Improved Voice Conversion Benjamin van Niekerk M. Carbonneau Julian Zaïdi Matthew Baas Hugo Seuté Herman Kamper DRL 116 123 0 03 Nov 2021
Video Salient Object Detection via Contrastive Features and Attention Modules Yi-Wen Chen Xiaojie Jin Xiaohui Shen Ming-Hsuan Yang VOS 83 20 0 03 Nov 2021
Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods Desi R. Ivanova Adam Foster Steven Kleinegesse Michael U. Gutmann Tom Rainforth OffRL 132 48 0 03 Nov 2021
STC speaker recognition systems for the NIST SRE 2021 Anastasia Avdeeva Aleksei Gusev Igor Korsunov Alexander Kozlov G. Lavrentyeva ... Andrey Shulipa Alisa Vinogradova V. Volokhov Evgeny Smirnov Vasily Galyuk 68 15 0 03 Nov 2021
Recent Advancements in Self-Supervised Paradigms for Visual Feature Representation Mrinal Anand Aditya Garg SSL 44 2 0 03 Nov 2021
PatchGame: Learning to Signal Mid-level Patches in Referential Games Kamal Gupta Gowthami Somepalli Anubhav Gupta Vinoj Jayasundara Matthias Zwicker Abhinav Shrivastava 79 4 0 02 Nov 2021
Multi network InfoMax: A pre-training method involving graph convolutional networks Usman Mahmood Z. Fu Vince D. Calhoun Sergey Plis AI4CE 33 1 0 01 Nov 2021
When Does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning? Lijie Fan Sijia Liu Pin-Yu Chen Gaoyuan Zhang Chuang Gan AAML VLM 95 124 0 01 Nov 2021
A Unified View of cGANs with and without Classifiers Si-An Chen Chun-Liang Li Hsuan-Tien Lin GAN 55 10 0 01 Nov 2021
Robot Learning from Randomized Simulations: A Review Fabio Muratore Fabio Ramos Greg Turk Wenhao Yu Michael Gienger Jan Peters AI4CE 119 83 0 01 Nov 2021
Towards the Generalization of Contrastive Self-Supervised Learning Weiran Huang Mingyang Yi Xuyang Zhao Zihao Jiang SSL 98 115 0 01 Nov 2021
Barlow Graph Auto-Encoder for Unsupervised Network Embedding R. A. Khan M. Kleinsteuber SSL 53 3 0 29 Oct 2021