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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
3D Human Action Representation Learning via Cross-View Consistency Pursuit Linguo Li Minsi Wang Bingbing Ni Hang Wang Jiancheng Yang Wenjun Zhang 180 163 0 29 Apr 2021
Shot Contrastive Self-Supervised Learning for Scene Boundary Detection Shixing Chen Xiaohan Nie David D. Fan Dongqing Zhang Vimal Bhat Raffay Hamid SSL 77 62 0 28 Apr 2021
A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation Le Wu Xiangnan He Xiang Wang Kun Zhang Meng Wang HAI 162 299 0 27 Apr 2021
Multimodal Contrastive Training for Visual Representation Learning Xin Yuan Zhe Lin Jason Kuen Jianming Zhang Yilin Wang Michael Maire Ajinkya Kale Baldo Faieta SSL 83 157 0 26 Apr 2021
Multimodal Self-Supervised Learning of General Audio Representations Luyu Wang Pauline Luc Adrià Recasens Jean-Baptiste Alayrac Aaron van den Oord SSL 137 41 0 26 Apr 2021
MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding Aishwarya Kamath Mannat Singh Yann LeCun Gabriel Synnaeve Ishan Misra Nicolas Carion ObjD VLM 243 897 0 26 Apr 2021
Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal Data Xu Jia Kai Han Yukun Zhu Bradley Green 200 59 0 26 Apr 2021
Mutual Contrastive Learning for Visual Representation Learning Chuanguang Yang Zhulin An Linhang Cai Yongjun Xu VLM SSL 173 81 0 26 Apr 2021
Learning Latent Graph Dynamics for Visual Manipulation of Deformable Objects Xiao Ma David Hsu W. Lee AI4CE 75 31 0 25 Apr 2021
How Well Does Self-Supervised Pre-Training Perform with Streaming Data? Dapeng Hu Shipeng Yan Qizhengqiu Lu Lanqing Hong Hailin Hu Yifan Zhang Zhenguo Li Xinchao Wang Jiashi Feng 123 29 0 25 Apr 2021
Pri3D: Can 3D Priors Help 2D Representation Learning? Ji Hou Saining Xie Benjamin Graham Angela Dai Matthias Nießner SSL 3DPC MDE 156 81 0 22 Apr 2021
Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation Hang Zhou Yasheng Sun Wayne Wu Chen Change Loy Xiaogang Wang Ziwei Liu CVBM 136 373 0 22 Apr 2021
Protecting gender and identity with disentangled speech representations Dimitrios Stoidis Andrea Cavallaro 66 10 0 22 Apr 2021
Distilling Audio-Visual Knowledge by Compositional Contrastive Learning Yanbei Chen Yongqin Xian A. Sophia Koepke Ying Shan Zeynep Akata 147 83 0 22 Apr 2021
On Sampling-Based Training Criteria for Neural Language Modeling Yingbo Gao David Thulke Alexander Gerstenberger Viet Anh Khoa Tran Ralf Schluter Hermann Ney 34 2 0 21 Apr 2021
3KG: Contrastive Learning of 12-Lead Electrocardiograms using Physiologically-Inspired Augmentations Bryan Gopal Ryan Han Gautham Raghupathi A. Ng G. Tison Pranav Rajpurkar MedIm 64 57 0 21 Apr 2021
Understanding Synonymous Referring Expressions via Contrastive Features Yi-Wen Chen Yi-Hsuan Tsai Ming-Hsuan Yang ObjD 74 4 0 20 Apr 2021
Distill on the Go: Online knowledge distillation in self-supervised learning Prashant Shivaram Bhat Elahe Arani Bahram Zonooz SSL 68 30 0 20 Apr 2021
SelfReg: Self-supervised Contrastive Regularization for Domain Generalization Daehee Kim Seunghyun Park Jinkyu Kim Jaekoo Lee OOD SSL 137 273 0 20 Apr 2021
Understanding Chinese Video and Language via Contrastive Multimodal Pre-Training Chenyi Lei Shixian Luo Yong Liu Wanggui He Jiamang Wang Guoxin Wang Haihong Tang Chunyan Miao Houqiang Li 60 42 0 19 Apr 2021
Contrastive Learning for Compact Single Image Dehazing Haiyan Wu Yanyun Qu Shaohui Lin Jingren Zhou Ruizhi Qiao Zhizhong Zhang Yuan Xie Lizhuang Ma 199 584 0 19 Apr 2021
DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning Yuting Gao Jia-Xin Zhuang Xiaowei Guo Hao Cheng Xing Sun Ke Li Feiyue Huang 138 40 0 19 Apr 2021
Self-Supervised WiFi-Based Activity Recognition Hok-Shing Lau Ryan McConville M. J. Bocus Robert Piechocki Raúl Santos-Rodríguez SSL 54 13 0 19 Apr 2021
Data-Efficient Language-Supervised Zero-Shot Learning with Self-Distillation Rui Cheng Bichen Wu Peizhao Zhang Peter Vajda Joseph E. Gonzalez CLIP VLM 83 33 0 18 Apr 2021
Contrastive Out-of-Distribution Detection for Pretrained Transformers Wenxuan Zhou Fangyu Liu Muhao Chen 56 101 0 18 Apr 2021
Solving Inefficiency of Self-supervised Representation Learning Guangrun Wang Keze Wang Guangcong Wang Philip Torr Liang Lin SSL 76 58 0 18 Apr 2021
CLIPScore: A Reference-free Evaluation Metric for Image Captioning Jack Hessel Ari Holtzman Maxwell Forbes Ronan Le Bras Yejin Choi CLIP 238 1,595 0 18 Apr 2021
MT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs Zewen Chi Li Dong Shuming Ma Shaohan Huang Xian-Ling Mao Heyan Huang Furu Wei LRM 123 74 0 18 Apr 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 439 1,059 0 17 Apr 2021
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders Fangyu Liu Ivan Vulić Anna Korhonen Nigel Collier VLM OffRL 124 121 0 16 Apr 2021
Contrastive Learning with Stronger Augmentations Tianlin Li Guo-Jun Qi CLL 141 227 0 15 Apr 2021
Dual Contrastive Learning for Unsupervised Image-to-Image Translation Junlin Han M. Shoeiby L. Petersson M. Armin SSL 108 158 0 15 Apr 2021
Conditional independence for pretext task selection in Self-supervised speech representation learning Salah Zaiem Titouan Parcollet S. Essid SSL 41 4 0 15 Apr 2021
Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding Vladan Stojnić Vladimir Risojević SSL 87 112 0 14 Apr 2021
Large-Scale Self- and Semi-Supervised Learning for Speech Translation Changhan Wang Anne Wu J. Pino Alexei Baevski Michael Auli Alexis Conneau SSL 76 46 0 14 Apr 2021
A Semi-Supervised Classification Method of Apicomplexan Parasites and Host Cell Using Contrastive Learning Strategy Yanni Ren Hangyu Deng Hao Jiang Jinglu Hu 40 2 0 14 Apr 2021
DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort Yuxuan Zhang Huan Ling Jun Gao K. Yin Jean-Francois Lafleche Adela Barriuso Antonio Torralba Sanja Fidler 3DH GAN VLM 117 335 0 13 Apr 2021
Few-shot Image Generation via Cross-domain Correspondence Utkarsh Ojha Yijun Li Jingwan Lu Alexei A. Efros Yong Jae Lee Eli Shechtman Richard Y. Zhang 119 264 0 13 Apr 2021
Self-supervised object detection from audio-visual correspondence Triantafyllos Afouras Yuki M. Asano Francois Fagan Andrea Vedaldi Florian Metze SSL 112 47 0 13 Apr 2021
Understanding Hard Negatives in Noise Contrastive Estimation Wenzheng Zhang K. Stratos 72 53 0 13 Apr 2021
NoiseVC: Towards High Quality Zero-Shot Voice Conversion Shijun Wang Damian Borth DRL 75 6 0 13 Apr 2021
Disentangled Motif-aware Graph Learning for Phrase Grounding Zongshen Mu Siliang Tang Jie Tan Qiang Yu Yueting Zhuang GNN 100 35 0 13 Apr 2021
Disentangled Contrastive Learning for Learning Robust Textual Representations Xiang Chen Xin Xie Zhen Bi Hongbin Ye Shumin Deng Ningyu Zhang Huajun Chen 57 5 0 11 Apr 2021
Learning from 2D: Contrastive Pixel-to-Point Knowledge Transfer for 3D Pretraining Yueh-Cheng Liu Yu-Kai Huang HungYueh Chiang Hung-Ting Su Zhe-Yu Liu Chin-Tang Chen Ching-Yu Tseng Winston H. Hsu 3DPC 48 35 0 10 Apr 2021
Context-self contrastive pretraining for crop type semantic segmentation Michail Tarasiou R. Güler Stefanos Zafeiriou SSL 63 17 0 09 Apr 2021
CutPaste: Self-Supervised Learning for Anomaly Detection and Localization Chun-Liang Li Kihyuk Sohn Jinsung Yoon Tomas Pfister SSL UQCV 99 790 0 08 Apr 2021
CoCoNets: Continuous Contrastive 3D Scene Representations Shamit Lal Mihir Prabhudesai Ishita Mediratta Adam W. Harley Katerina Fragkiadaki SSL 3DH 3DPC 74 25 0 08 Apr 2021
SiT: Self-supervised vIsion Transformer Sara Atito Ali Ahmed Muhammad Awais J. Kittler ViT 110 139 0 08 Apr 2021
Layer Reduction: Accelerating Conformer-Based Self-Supervised Model via Layer Consistency Jinchuan Tian Rongzhi Gu Helin Wang Yuexian Zou 46 0 0 08 Apr 2021
Pseudo-supervised Deep Subspace Clustering Juncheng Lv Zhao Kang Xiao Lu Zenglin Xu 89 115 0 08 Apr 2021