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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
Probing phoneme, language and speaker information in unsupervised speech representations Maureen de Seyssel Marvin Lavechin Yossi Adi Emmanuel Dupoux Guillaume Wisniewski SSL 148 24 0 30 Mar 2022
Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection VS Vibashan Poojan Oza Vishal M. Patel 118 68 0 29 Mar 2022
Contrasting the landscape of contrastive and non-contrastive learning Ashwini Pokle Jinjin Tian Yuchen Li Andrej Risteski SSL 91 28 0 29 Mar 2022
Transfer Learning Framework for Low-Resource Text-to-Speech using a Large-Scale Unlabeled Speech Corpus Minchan Kim Myeonghun Jeong Byoung Jin Choi Sunghwan Ahn Joun Yeop Lee N. Kim 106 26 0 29 Mar 2022
UnShadowNet: Illumination Critic Guided Contrastive Learning For Shadow Removal Subhrajyoti Dasgupta Arindam Das S. Yogamani Sudip Das Ciarán Eising Andrei Bursuc Ujjwal Bhattacharya 110 6 0 29 Mar 2022
A Style-aware Discriminator for Controllable Image Translation Kunhee Kim S. Park Eunyeong Jeon Tae-Hyeon Kim Daijin Kim 92 24 0 29 Mar 2022
mc-BEiT: Multi-choice Discretization for Image BERT Pre-training Xiaotong Li Yixiao Ge Kun Yi Zixuan Hu Ying Shan Ling-yu Duan 92 40 0 29 Mar 2022
Self-Supervised Image Representation Learning with Geometric Set Consistency Nenglun Chen Lei Chu Hao Pan Yan Lu Wenping Wang SSL 93 8 0 29 Mar 2022
Temporal Feature Alignment and Mutual Information Maximization for Video-Based Human Pose Estimation Zhenguang Liu Runyang Feng Haoming Chen Shuang Wu Yixing Gao Yunjun Gao Xiang Wang 99 43 0 29 Mar 2022
Rethinking Semantic Segmentation: A Prototype View Tianfei Zhou Wenguan Wang E. Konukoglu Luc Van Gool SSeg 118 276 0 28 Mar 2022
Robust Speaker Recognition with Transformers Using wav2vec 2.0 Sergey Novoselov G. Lavrentyeva Anastasia Avdeeva V. Volokhov Aleksei Gusev ViT 58 18 0 28 Mar 2022
Word Discovery in Visually Grounded, Self-Supervised Speech Models Puyuan Peng David Harwath SSL 128 40 0 28 Mar 2022
Learning What You Need from What You Did: Product Taxonomy Expansion with User Behaviors Supervision Sijie Cheng Zhouhong Gu Bang Liu Rui Xie Wei Wu Yanghua Xiao 66 11 0 28 Mar 2022
Learning Where to Learn in Cross-View Self-Supervised Learning Lang Huang Shan You Mingkai Zheng Fei Wang Chao Qian T. Yamasaki SSL 62 43 0 28 Mar 2022
REGTR: End-to-end Point Cloud Correspondences with Transformers Zi Jian Yew Gim Hee Lee 3DPC ViT 105 182 0 28 Mar 2022
Large-scale Bilingual Language-Image Contrastive Learning ByungSoo Ko Geonmo Gu VLM 112 14 0 28 Mar 2022
Mugs: A Multi-Granular Self-Supervised Learning Framework Pan Zhou Yichen Zhou Chenyang Si Weihao Yu Teck Khim Ng Shuicheng Yan VLM 81 60 0 27 Mar 2022
Single-Stream Multi-Level Alignment for Vision-Language Pretraining Zaid Khan B. Vijaykumar Xiang Yu S. Schulter Manmohan Chandraker Y. Fu CLIP VLM 125 17 0 27 Mar 2022
CaCo: Both Positive and Negative Samples are Directly Learnable via Cooperative-adversarial Contrastive Learning Tianlin Li Yuhang Huang Dan Zeng Guo-Jun Qi SSL 54 19 0 27 Mar 2022
Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence Learning Liulei Li Tianfei Zhou Wenguan Wang Lu Yang Jian-Wei Li Yi Yang SSL 114 49 0 27 Mar 2022
Beyond Masking: Demystifying Token-Based Pre-Training for Vision Transformers Yunjie Tian Lingxi Xie Jiemin Fang Mengnan Shi Junran Peng Xiaopeng Zhang Jianbin Jiao Qi Tian QiXiang Ye 81 20 0 27 Mar 2022
Reinforcement Learning with Action-Free Pre-Training from Videos Younggyo Seo Kimin Lee Stephen James Pieter Abbeel SSL OnRL 107 123 0 25 Mar 2022
Versatile Multi-Modal Pre-Training for Human-Centric Perception Fangzhou Hong Liang Pan Zhongang Cai Ziwei Liu VLM 90 24 0 25 Mar 2022
DeLoRes: Decorrelating Latent Spaces for Low-Resource Audio Representation Learning Sreyan Ghosh Ashish Seth and Deepak Mittal Maneesh Singh S. Umesh SSL 62 6 0 25 Mar 2022
CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis Erik Nijkamp Bo Pang Hiroaki Hayashi Lifu Tu Haiquan Wang Yingbo Zhou Silvio Savarese Caiming Xiong ELM 187 1,055 0 25 Mar 2022
Improving Contrastive Learning with Model Augmentation Zhiwei Liu Yong-Guang Chen Jia Li Man Luo Philip S. Yu Caiming Xiong 54 12 0 25 Mar 2022
Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap Yifei Wang Qi Zhang Yisen Wang Jiansheng Yang Zhouchen Lin 72 102 0 25 Mar 2022
A Unified Contrastive Energy-based Model for Understanding the Generative Ability of Adversarial Training Yifei Wang Yisen Wang Jiansheng Yang Zhouchen Lin AAML 76 15 0 25 Mar 2022
Self-Supervised Predictive Learning: A Negative-Free Method for Sound Source Localization in Visual Scenes Zengjie Song Yuxi Wang Junsong Fan Tieniu Tan Zhaoxiang Zhang SSL 69 43 0 25 Mar 2022
Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation Theodoros Pissas Claudio S. Ravasio L. Cruz Christos Bergeles 109 15 0 25 Mar 2022
Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation Ye Jia Yifan Ding Ankur Bapna Colin Cherry Yu Zhang Alexis Conneau Nobuyuki Morioka 94 21 0 24 Mar 2022
Compound Domain Generalization via Meta-Knowledge Encoding Chaoqi Chen Jiongcheng Li Xiaoguang Han Xiaoqing Liu Yizhou Yu AI4CE 97 60 0 24 Mar 2022
Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings Jie Wang Zhanqiu Zhang Zhihao Shi Jianyu Cai Shuiwang Ji Feng Wu 99 11 0 24 Mar 2022
Weakly-Supervised End-to-End CAD Retrieval to Scan Objects T. Beyer Angela Dai 3DPC 58 4 0 24 Mar 2022
The Challenges of Continuous Self-Supervised Learning Senthil Purushwalkam Pedro Morgado Abhinav Gupta CLL 85 44 0 23 Mar 2022
R3M: A Universal Visual Representation for Robot Manipulation Suraj Nair Aravind Rajeswaran Vikash Kumar Chelsea Finn Abhi Gupta LM&Ro 117 588 0 23 Mar 2022
Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization Wei Dong Junsheng Wu Yi-wei Luo Zongyuan Ge Peifeng Wang SSL 98 19 0 23 Mar 2022
Negative Selection by Clustering for Contrastive Learning in Human Activity Recognition Jinqiang Wang Tao Zhu L. Chen Huansheng Ning Yaping Wan SSL HAI 68 33 0 23 Mar 2022
Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised Learning Weicheng Zhu C. Fernandez‐Granda N. Razavian SSL 64 4 0 23 Mar 2022
CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation Feng Wang Huiyu Wang Chen Wei Alan Yuille Wei Shen SSL VLM 110 35 0 22 Mar 2022
Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity Yuntong Ye C. Yu Yi Chang Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 77 52 0 22 Mar 2022
Rebalanced Siamese Contrastive Mining for Long-Tailed Recognition Zhisheng Zhong Jiequan Cui Zeming Li Eric Lo Jian Sun Jiaya Jia SSL 108 5 0 22 Mar 2022
SSD-KD: A Self-supervised Diverse Knowledge Distillation Method for Lightweight Skin Lesion Classification Using Dermoscopic Images Yongwei Wang Yuheng Wang Tim K. Lee Chunyan Miao Z. J. Wang 64 81 0 22 Mar 2022
Language modeling via stochastic processes Rose E. Wang Esin Durmus Noah D. Goodman Tatsunori Hashimoto BDL AI4TS 117 25 0 21 Mar 2022
Enhancing Speech Recognition Decoding via Layer Aggregation Tomer Wullach Shlomo E. Chazan 43 1 0 21 Mar 2022
Hyperbolic Vision Transformers: Combining Improvements in Metric Learning Aleksandr Ermolov L. Mirvakhabova Valentin Khrulkov N. Sebe Ivan Oseledets 96 106 0 21 Mar 2022
Upsampling Autoencoder for Self-Supervised Point Cloud Learning Cheng Zhang Jian Shi X. Deng Zizhao Wu 3DPC 100 8 0 21 Mar 2022
Partitioning Image Representation in Contrastive Learning Hyunsub Lee Heeyoul Choi SSL DRL 39 1 0 20 Mar 2022
No Shifted Augmentations (NSA): compact distributions for robust self-supervised Anomaly Detection Mohamed Yousef Marcel R. Ackermann Unmesh Kurup Tom E. Bishop OODD OOD 95 3 0 19 Mar 2022
Prototypical Verbalizer for Prompt-based Few-shot Tuning Ganqu Cui Shengding Hu Ning Ding Longtao Huang Zhiyuan Liu VLM 67 99 0 18 Mar 2022