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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
Bridging Video-text Retrieval with Multiple Choice Questions Yuying Ge Yixiao Ge Xihui Liu Dian Li Ying Shan Xiaohu Qie Ping Luo BDL 99 109 0 13 Jan 2022
Robust Contrastive Learning against Noisy Views Ching-Yao Chuang R. Devon Hjelm Xin Eric Wang Vibhav Vineet Neel Joshi Antonio Torralba Stefanie Jegelka Ya-heng Song NoLa 66 72 0 12 Jan 2022
Motion-Focused Contrastive Learning of Video Representations Rui Li Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSL 90 35 0 11 Jan 2022
Boosting Video Representation Learning with Multi-Faceted Integration Zhaofan Qiu Ting Yao Chong-Wah Ngo Xiaoping Zhang Dong Wu Tao Mei 63 9 0 11 Jan 2022
Bootstrapping Informative Graph Augmentation via A Meta Learning Approach Hang Gao Jiangmeng Li Jingyao Wang Hui Xiong Gang Hua Changwen Zheng 98 11 0 11 Jan 2022
Unsupervised Domain Adaptive Person Re-id with Local-enhance and Prototype Dictionary Learning Haopeng Hou 72 2 0 11 Jan 2022
Efficient Non-Local Contrastive Attention for Image Super-Resolution Bin Xia Yucheng Hang Yapeng Tian Wenming Yang Q. Liao Jie Zhou SupR 89 80 0 11 Jan 2022
Competing Mutual Information Constraints with Stochastic Competition-based Activations for Learning Diversified Representations Konstantinos P. Panousis A. Antoniadis S. Chatzis 63 5 0 10 Jan 2022
Cross-view Self-Supervised Learning on Heterogeneous Graph Neural Network via Bootstrapping M. Park SSL 73 4 0 10 Jan 2022
Supervised Contrastive Learning for Recommendation Chun Yang 69 40 0 10 Jan 2022
Hidden Agenda: a Social Deduction Game with Diverse Learned Equilibria Kavya Kopparapu Edgar A. Duénez-Guzmán Jayd Matyas A. Vezhnevets J. Agapiou Kevin R. McKee Richard Everett J. Marecki Joel Z Leibo T. Graepel 61 7 0 05 Jan 2022
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction Bowen Shi Wei-Ning Hsu Kushal Lakhotia Abdel-rahman Mohamed SSL 130 321 0 05 Jan 2022
Discrete and continuous representations and processing in deep learning: Looking forward Ruben Cartuyvels Graham Spinks Marie-Francine Moens OCL 93 20 0 04 Jan 2022
Optimal Representations for Covariate Shift Yangjun Ruan Yann Dubois Chris J. Maddison OOD 120 69 0 31 Dec 2021
Representation Learning via Consistent Assignment of Views to Clusters T. Silva Adín Ramirez Rivera SSL 52 10 0 31 Dec 2021
SimSR: Simple Distance-based State Representation for Deep Reinforcement Learning Hongyu Zang Xin Li Mingzhong Wang 70 16 0 31 Dec 2021
Disentanglement and Generalization Under Correlation Shifts Christina M. Funke Paul Vicol Kuan-Chieh Wang Matthias Kümmerer R. Zemel Matthias Bethge OOD 114 7 0 29 Dec 2021
Semantic Feature Extraction for Generalized Zero-shot Learning Junhan Kim Kyuhong Shim B. Shim VLM 69 33 0 29 Dec 2021
A Moment in the Sun: Solar Nowcasting from Multispectral Satellite Data using Self-Supervised Learning A. S. Bansal Trapit Bansal David Irwin AI4TS 63 8 0 28 Dec 2021
A Fistful of Words: Learning Transferable Visual Models from Bag-of-Words Supervision Ajinkya Tejankar Maziar Sanjabi Bichen Wu Saining Xie Madian Khabsa Hamed Pirsiavash Hamed Firooz VLM 118 18 0 27 Dec 2021
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 198 51 0 27 Dec 2021
SLIP: Self-supervision meets Language-Image Pre-training Norman Mu Alexander Kirillov David Wagner Saining Xie VLM CLIP 158 493 0 23 Dec 2021
Physics Constrained Flow Neural Network for Short-Timescale Predictions in Data Communications Networks Xiangle Cheng James He Shihan Xiao Yingxue Zhang Zhitang Chen Pascal Poupart Fenglin Li PINN AI4CE 402 0 0 23 Dec 2021
Fine-grained Multi-Modal Self-Supervised Learning Duo Wang S. Karout SSL 65 7 0 22 Dec 2021
Meta-Learning and Self-Supervised Pretraining for Real World Image Translation Ileana Rugina Rumen Dangovski Mark S. Veillette Pooya Khorrami Brian Cheung Olga Simek M. Soljavcić VLM SSL 78 2 0 22 Dec 2021
Multi-Centroid Representation Network for Domain Adaptive Person Re-ID Yuhang Wu Tengteng Huang Haotian Yao Fangqiu Yi Yuanjie Shao Chuchu Han Changxin Gao Nong Sang 65 56 0 22 Dec 2021
How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness? Xinhsuai Dong Anh Tuan Luu Min Lin Shuicheng Yan Hanwang Zhang SILM AAML 71 62 0 22 Dec 2021
Max-Margin Contrastive Learning Anshul B. Shah S. Sra Ramalingam Chellappa A. Cherian SSL 84 46 0 21 Dec 2021
Extending CLIP for Category-to-image Retrieval in E-commerce Mariya Hendriksen Maurits J. R. Bleeker Svitlana Vakulenko Nanne van Noord E. Kuiper Maarten de Rijke VLM 79 30 0 21 Dec 2021
Augmented Contrastive Self-Supervised Learning for Audio Invariant Representations M Motavali Emami Dung T. Tran K. Koishida SSL 45 2 0 21 Dec 2021
Are Large-scale Datasets Necessary for Self-Supervised Pre-training? Alaaeldin El-Nouby Gautier Izacard Hugo Touvron Ivan Laptev Hervé Jégou Edouard Grave SSL 106 152 0 20 Dec 2021
Denoised Labels for Financial Time-Series Data via Self-Supervised Learning Yanqing Ma Carmine Ventre M. Polukarov NoLa 74 7 0 19 Dec 2021
Camera-aware Style Separation and Contrastive Learning for Unsupervised Person Re-identification Xuekai Li Tengfei Liang Yi Jin Tao Wang Yidong Li 88 4 0 19 Dec 2021
Generation of data on discontinuous manifolds via continuous stochastic non-invertible networks M. Drozdova Vitaliy Kinakh Guillaume Quétant T. Golling Svyatoslav Voloshynovskiy SyDa DRL 12 0 0 17 Dec 2021
Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 83 134 0 17 Dec 2021
Data Efficient Language-supervised Zero-shot Recognition with Optimal Transport Distillation Bichen Wu Rui Cheng Peizhao Zhang Tianren Gao Peter Vajda Joseph E. Gonzalez VLM 112 45 0 17 Dec 2021
UniMiSS: Universal Medical Self-Supervised Learning via Breaking Dimensionality Barrier Yutong Xie Jianpeng Zhang Yong-quan Xia Qi Wu MedIm 138 64 0 17 Dec 2021
Contrastive Vision-Language Pre-training with Limited Resources Quan Cui Boyan Zhou Yu Guo Weidong Yin Hao Wu Osamu Yoshie Yubo Chen VLM CLIP 53 34 0 17 Dec 2021
Semantic-Based Few-Shot Learning by Interactive Psychometric Testing Lu Yin Vlado Menkovski Yulong Pei Mykola Pechenizkiy 71 1 0 16 Dec 2021
Coherence Learning using Keypoint-based Pooling Network for Accurately Assessing Radiographic Knee Osteoarthritis K. Zheng Yirui Wang C. Hsieh Le Lu Jing Xiao C. Kuo S. Miao 38 1 0 16 Dec 2021
High Fidelity Visualization of What Your Self-Supervised Representation Knows About Florian Bordes Randall Balestriero Pascal Vincent DiffM 109 65 0 16 Dec 2021
RegionCLIP: Region-based Language-Image Pretraining Yiwu Zhong Jianwei Yang Pengchuan Zhang Chunyuan Li Noel Codella ... Luowei Zhou Xiyang Dai Lu Yuan Yin Li Jianfeng Gao VLM CLIP 153 584 0 16 Dec 2021
Bootstrap Equilibrium and Probabilistic Speaker Representation Learning for Self-supervised Speaker Verification Sung Hwan Mun Min Hyun Han Dongjune Lee Jihwan Kim N. Kim SSL 96 3 0 16 Dec 2021
Self-Supervised Learning for speech recognition with Intermediate layer supervision Chengyi Wang Yu-Huan Wu Sanyuan Chen Shujie Liu Jinyu Li Yao Qian Zhenglu Yang SSL 70 29 0 16 Dec 2021
Long Context Question Answering via Supervised Contrastive Learning Avi Caciularu Ido Dagan Jacob Goldberger Arman Cohan RALM 92 24 0 16 Dec 2021
Lacuna Reconstruction: Self-supervised Pre-training for Low-Resource Historical Document Transcription Nikolai Vogler J. Allen M. Miller Taylor Berg-Kirkpatrick 62 5 0 16 Dec 2021
Improving Self-supervised Learning with Automated Unsupervised Outlier Arbitration Yu Wang Jingyang Lin Jingjing Zou Yingwei Pan Ting Yao Tao Mei OODD 123 13 0 15 Dec 2021
Knowledge-Rich Self-Supervision for Biomedical Entity Linking Sheng Zhang Hao Cheng Shikhar Vashishth Cliff Wong Jinfeng Xiao Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon 86 42 0 15 Dec 2021
Bayesian Graph Contrastive Learning Arman Hasanzadeh Mohammadreza Armandpour Ehsan Hajiramezanali Mingyuan Zhou N. Duffield K. Narayanan UQCV BDL SSL 45 5 0 15 Dec 2021
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Kexin Wang Nandan Thakur Nils Reimers Iryna Gurevych VLM 168 158 0 14 Dec 2021