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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
Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning Zixu Zhao Yueming Jin Pheng-Ann Heng SSL 82 21 0 28 Sep 2021
Instance-Based Neural Dependency Parsing Hiroki Ouchi Jun Suzuki Sosuke Kobayashi Sho Yokoi Tatsuki Kuribayashi Masashi Yoshikawa Kentaro Inui 67 3 0 28 Sep 2021
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition Yu Zhang Daniel S. Park Wei Han James Qin Anmol Gulati ... Zhifeng Chen Quoc V. Le Chung-Cheng Chiu Ruoming Pang Yonghui Wu SSL 86 176 0 27 Sep 2021
Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations Fangyu Liu Yunlong Jiao Jordan Massiah Emine Yilmaz Serhii Havrylov SSL 143 29 0 27 Sep 2021
Compressive Visual Representations Kuang-Huei Lee Anurag Arnab S. Guadarrama John F. Canny Ian S. Fischer SSL 160 48 0 27 Sep 2021
Click-through Rate Prediction with Auto-Quantized Contrastive Learning Yujie Pan Jiangchao Yao Bo Han Kunyang Jia Ya Zhang Hongxia Yang MQ 77 18 0 27 Sep 2021
Cluster Analysis with Deep Embeddings and Contrastive Learning Ramakrishnan Sundareswaran Jansel Herrera-Gerena John Just Ali Janessari SSL DRL 74 4 0 26 Sep 2021
DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings Che Liu Rui Wang Jinghua Liu Jian Sun Fei Huang Luo Si 100 40 0 26 Sep 2021
Structure-Preserving Image Super-Resolution Cheng Ma Yongming Rao Jiwen Lu Jie Zhou SupR 100 68 0 26 Sep 2021
Hard-sample Guided Hybrid Contrast Learning for Unsupervised Person Re-Identification Zheng Hu Chuang Zhu Gang He SSL 109 39 0 25 Sep 2021
Weakly Supervised Contrastive Learning for Chest X-Ray Report Generation An Yan Zexue He Xing Lu Jingfeng Du E. Chang Amilcare Gentili Julian McAuley Chun-Nan Hsu MedIm 176 65 0 25 Sep 2021
Simple and Effective Zero-shot Cross-lingual Phoneme Recognition Qiantong Xu Alexei Baevski Michael Auli VLM 145 91 0 23 Sep 2021
Long Short View Feature Decomposition via Contrastive Video Representation Learning Nadine Behrmann Mohsen Fayyaz Juergen Gall M. Noroozi 66 36 0 23 Sep 2021
Multi-view Contrastive Self-Supervised Learning of Accounting Data Representations for Downstream Audit Tasks Marco Schreyer Timur Sattarov Damian Borth MLAU 76 15 0 23 Sep 2021
Learning Contrastive Representation for Semantic Correspondence Taihong Xiao Sifei Liu Shalini De Mello Zhiding Yu Jan Kautz Ming-Hsuan Yang SSL 149 15 0 22 Sep 2021
DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editing Bingchuan Li Shaofei Cai Wei Liu Peng Zhang Qian He Miao Hua Zili Yi 105 12 0 22 Sep 2021
Live Speech Portraits: Real-Time Photorealistic Talking-Head Animation Yuanxun Lu Jinxiang Chai Xun Cao 95 89 0 22 Sep 2021
Homography augumented momentum constrastive learning for SAR image retrieval Seonho Park M. Rysz Kathleen M. Dipple P. Pardalos 60 1 0 21 Sep 2021
How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings Badr M. Abdullah Iuliia Zaitova T. Avgustinova Bernd Möbius Dietrich Klakow 80 11 0 21 Sep 2021
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models Ivan Vulić Pei-hao Su Sam Coope D. Gerz Paweł Budzianowski I. Casanueva Nikola Mrkvsić Tsung-Hsien Wen 100 37 0 21 Sep 2021
On the Importance of Distractors for Few-Shot Classification Rajshekhar Das Yu-Xiong Wang José M. F. Moura 81 29 0 20 Sep 2021
Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition Xinke Shen Xianggen Liu Xin Hu Dan Zhang Sen Song 71 156 0 20 Sep 2021
Socially Supervised Representation Learning: the Role of Subjectivity in Learning Efficient Representations Julius Taylor Eleni Nisioti Clément Moulin-Frier 52 0 0 20 Sep 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models Qianchu Liu Fangyu Liu Nigel Collier Anna Korhonen Ivan Vulić 219 21 0 19 Sep 2021
Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition Guolin Zheng Yubei Xiao Ke Gong Pan Zhou Xiaodan Liang Liang Lin 69 26 0 19 Sep 2021
Intra-Inter Subject Self-supervised Learning for Multivariate Cardiac Signals Xiang Lan Dianwen Ng linda Qiao Mengling Feng OOD 109 52 0 18 Sep 2021
V-SlowFast Network for Efficient Visual Sound Separation Lingyu Zhu Esa Rahtu 116 10 0 18 Sep 2021
Self-supervised learning methods and applications in medical imaging analysis: A survey Saeed Shurrab R. Duwairi OOD 128 187 0 17 Sep 2021
Pointly-supervised 3D Scene Parsing with Viewpoint Bottleneck Liyi Luo Beiwen Tian Hao Zhao Guyue Zhou 3DPC 81 9 0 17 Sep 2021
Carl-Lead: Lidar-based End-to-End Autonomous Driving with Contrastive Deep Reinforcement Learning Peide Cai Sukai Wang Hengli Wang Ming-Yuan Liu AI4TS 80 16 0 17 Sep 2021
Self-supervised Contrastive Learning for EEG-based Sleep Staging Xue Jiang Jianhui Zhao Bo Du Zhiyong Yuan 102 63 0 16 Sep 2021
Dense Semantic Contrast for Self-Supervised Visual Representation Learning Xiaoni Li Yu Zhou Yifei Zhang Aoting Zhang Wei Wang Ning Jiang Haiying Wu Weiping Wang SSL 75 41 0 16 Sep 2021
Federated Contrastive Learning for Decentralized Unlabeled Medical Images Nanqing Dong Irina Voiculescu FedML 70 63 0 15 Sep 2021
Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition Felix Wu Kwangyoun Kim Jing Pan Kyu Jeong Han Kilian Q. Weinberger Yoav Artzi 60 75 0 14 Sep 2021
Robust Inverse Framework using Knowledge-guided Self-Supervised Learning: An application to Hydrology Rahul Ghosh Arvind Renganathan Kshitij Tayal Xiang Li A. Khandelwal X. Jia C. Duffy J. Neiber Vipin Kumar 111 23 0 14 Sep 2021
MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations Xinyin Ma Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Weiming Lu 52 17 0 13 Sep 2021
Exploring Task Difficulty for Few-Shot Relation Extraction Jiale Han Bo Cheng Wei Lu 85 79 0 12 Sep 2021
Pairwise Supervised Contrastive Learning of Sentence Representations Dejiao Zhang Shang-Wen Li Wei Xiao Henghui Zhu Ramesh Nallapati Andrew O. Arnold Bing Xiang SSL 106 52 0 12 Sep 2021
Contrastive Quantization with Code Memory for Unsupervised Image Retrieval Jinpeng Wang Ziyun Zeng Bin Chen Tao Dai Shutao Xia MQ 89 47 0 11 Sep 2021
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization Junpeng Liu Yanyan Zou Hainan Zhang Hongshen Chen Zhuoye Ding Caixia Yuan Xiaojie Wang 65 66 0 10 Sep 2021
Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding Zhenzhi Wang Limin Wang Tao Wu Tianhao Li Gangshan Wu AI4TS 112 122 0 10 Sep 2021
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations Vladimir Araujo Andrés Villa Marcelo Mendoza Marie-Francine Moens Alvaro Soto 61 7 0 10 Sep 2021
Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts Hong-Yu Zhou Chi-Ken Lu Sibei Yang Xiaoguang Han Yizhou Yu SSL CLL 105 87 0 09 Sep 2021
Dynamic Modeling of Hand-Object Interactions via Tactile Sensing Qiang Zhang Yunzhu Li Yiyue Luo Wan Shou Michael Foshey Junchi Yan J. Tenenbaum Wojciech Matusik Antonio Torralba 67 18 0 09 Sep 2021
MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction Manqing Dong Chunguang Pan Zhipeng Luo 267 42 0 09 Sep 2021
Active Learning by Acquiring Contrastive Examples Katerina Margatina Giorgos Vernikos Loïc Barrault Nikolaos Aletras 92 194 0 08 Sep 2021
X-GOAL: Multiplex Heterogeneous Graph Prototypical Contrastive Learning Baoyu Jing Shengyu Feng Yuejia Xiang Xi Chen Yu Chen Hanghang Tong 204 28 0 08 Sep 2021
Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering Chenyu You Nuo Chen Yuexian Zou SSL 102 64 0 08 Sep 2021
Text-Free Prosody-Aware Generative Spoken Language Modeling Eugene Kharitonov Ann Lee Adam Polyak Yossi Adi Jade Copet ... Tu Nguyen M. Rivière Abdel-rahman Mohamed Emmanuel Dupoux Wei-Ning Hsu 106 122 0 07 Sep 2021
Robust Predictable Control Benjamin Eysenbach Ruslan Salakhutdinov Sergey Levine OffRL 91 45 0 07 Sep 2021