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Representation Learning with Contrastive Predictive Coding

10 July 2018

Papers citing "Representation Learning with Contrastive Predictive Coding"

50 / 3,273 papers shown

Title
Self-Supervised Representation Learning for Speech Using Visual Grounding and Masked Language Modeling Puyuan Peng David Harwath SSL 96 26 0 07 Feb 2022
Crafting Better Contrastive Views for Siamese Representation Learning Xiang Peng Kai Wang Zheng Hua Zhu Mang Wang Yang You SSL 92 105 0 07 Feb 2022
Efficient Adapter Transfer of Self-Supervised Speech Models for Automatic Speech Recognition Bethan Thomas Samuel Kessler S. Karout 66 72 0 07 Feb 2022
SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation Jun Xia Lirong Wu Jintao Chen Bozhen Hu Stan Z. Li 86 297 0 07 Feb 2022
Context Autoencoder for Self-Supervised Representation Learning Xiaokang Chen Mingyu Ding Xiaodi Wang Ying Xin Shentong Mo Yunhao Wang Shumin Han Ping Luo Gang Zeng Jingdong Wang SSL 203 401 0 07 Feb 2022
Inter-subject Contrastive Learning for Subject Adaptive EEG-based Visual Recognition Pilhyeon Lee Sunhee Hwang Jewook Lee Minjung Shin Seogkyu Jeon H. Byun 61 12 0 07 Feb 2022
Decision boundaries and convex hulls in the feature space that deep learning functions learn from images Roozbeh Yousefzadeh FAtt 90 5 0 05 Feb 2022
Intent Contrastive Learning for Sequential Recommendation Yong-Guang Chen Zhiwei Liu Jia Li Julian McAuley Caiming Xiong 96 315 0 05 Feb 2022
Bootstrapped Representation Learning for Skeleton-Based Action Recognition Olivier Moliner Sangxia Huang Kalle Åström SSL 57 14 0 04 Feb 2022
Identifiability of Label Noise Transition Matrix Yang Liu Hao Cheng Kun Zhang NoLa 101 49 0 04 Feb 2022
BC-Z: Zero-Shot Task Generalization with Robotic Imitation Learning Eric Jang A. Irpan Mohi Khansari Daniel Kappler F. Ebert Corey Lynch Sergey Levine Chelsea Finn LM&Ro 270 551 0 04 Feb 2022
Learning Representation from Neural Fisher Kernel with Low-rank Approximation Ruixiang Zhang Shuangfei Zhai Etai Littwin J. Susskind SSL 74 3 0 04 Feb 2022
CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting Gerald Woo Chenghao Liu Doyen Sahoo Akshat Kumar Steven C. H. Hoi AI4TS 187 408 0 03 Feb 2022
mSLAM: Massively multilingual joint pre-training for speech and text Ankur Bapna Colin Cherry Yu Zhang Ye Jia Melvin Johnson Yong Cheng Simran Khanuja Jason Riesa Alexis Conneau VLM 73 114 0 03 Feb 2022
Speaker Normalization for Self-supervised Speech Emotion Recognition Itai Gat Hagai Aronowitz Weizhong Zhu E. Morais R. Hoory 80 54 0 02 Feb 2022
Mars Terrain Segmentation with Less Labels Edwin Y. Goh Jingdao Chen Brian Wilson 97 30 0 01 Feb 2022
Deep Layer-wise Networks Have Closed-Form Weights Chieh-Tsai Wu A. Masoomi Arthur Gretton Jennifer Dy 60 3 0 01 Feb 2022
HCSC: Hierarchical Contrastive Selective Coding Yuanfan Guo Minghao Xu Jiawen Li Bingbing Ni Xuanyu Zhu Zhenbang Sun Yi Tian Xu 73 73 0 01 Feb 2022
Sim2Real Object-Centric Keypoint Detection and Description Chengliang Zhong Chao Yang Ji Qi Gang Hua Huaping Liu Xiaodong Mu Wenbing Huang 3DPC 105 11 0 01 Feb 2022
Deep Reference Priors: What is the best way to pretrain a model? Yansong Gao Rahul Ramesh Pratik Chaudhari BDL 52 5 0 01 Feb 2022
CIC: Contrastive Intrinsic Control for Unsupervised Skill Discovery Michael Laskin Hao Liu Xue Bin Peng Denis Yarats Aravind Rajeswaran Pieter Abbeel SSL 164 69 0 01 Feb 2022
Self-supervised Graphs for Audio Representation Learning with Limited Labeled Data A. Shirian Krishna Somandepalli T. Guha SSL 132 10 0 31 Jan 2022
Warmth and competence in human-agent cooperation Kevin R. McKee Xuechunzi Bai S. Fiske 116 27 0 31 Jan 2022
Understanding Deep Contrastive Learning via Coordinate-wise Optimization Yuandong Tian 172 35 0 29 Jan 2022
A Simple Information-Based Approach to Unsupervised Domain-Adaptive Aspect-Based Sentiment Analysis Xiang Chen Xiaojun Wan 47 3 0 29 Jan 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mańdziuk 216 43 0 28 Jan 2022
Mask-based Latent Reconstruction for Reinforcement Learning Tao Yu Zhizheng Zhang Cuiling Lan Yan Lu Zhibo Chen 105 45 0 28 Jan 2022
Sentiment-Aware Automatic Speech Recognition pre-training for enhanced Speech Emotion Recognition Ayoub Ghriss Bo Yang Viktor Rozgic Elizabeth Shriberg Chao Wang 87 21 0 27 Jan 2022
Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives David T. Hoffmann Nadine Behrmann Juergen Gall Thomas Brox M. Noroozi 64 43 0 27 Jan 2022
Contrastive Embedding Distribution Refinement and Entropy-Aware Attention for 3D Point Cloud Classification Feng Yang Yichao Cao Qifan Xue Shuai Jin Xuanpeng Li Weigong Zhang 3DPC 49 4 0 27 Jan 2022
Training Vision Transformers with Only 2040 Images Yunhao Cao Hao Yu Jianxin Wu ViT 176 44 0 26 Jan 2022
SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training Wenyong Huang Zhenhe Zhang Y. Yeung Xin Jiang Qun Liu 111 23 0 25 Jan 2022
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 396 445 0 24 Jan 2022
Learning Graph Augmentations to Learn Graph Representations Kaveh Hassani Amir Hosein Khas Ahmadi 110 21 0 24 Jan 2022
Supervised and Self-supervised Pretraining Based COVID-19 Detection Using Acoustic Breathing/Cough/Speech Signals Xing-Yu Chen Qiu-shi Zhu Jie Zhang Lirong Dai 65 15 0 22 Jan 2022
A Noise-Robust Self-supervised Pre-training Model Based Speech Representation Learning for Automatic Speech Recognition Qiu-shi Zhu Jie Zhang Zi-qiang Zhang Ming Wu Xin Fang Lirong Dai 175 41 0 22 Jan 2022
Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation Qianben Chen Richong Zhang Yaowei Zheng Yongyi Mao SSL 81 70 0 21 Jan 2022
CELESTIAL: Classification Enabled via Labelless Embeddings with Self-supervised Telescope Image Analysis Learning Suhas Kotha Anirudh Koul Siddha Ganju M. Kasam SSL 18 0 0 20 Jan 2022
Self-supervised Video Representation Learning with Cascade Positive Retrieval Cheng-En Wu Farley Lai Yujie Hu Asim Kadav SSL AI4TS 78 3 0 20 Jan 2022
Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders Zeyang Sha Xinlei He Ning Yu Michael Backes Yang Zhang 142 35 0 19 Jan 2022
TriCoLo: Trimodal Contrastive Loss for Text to Shape Retrieval Yue Ruan Han-Hung Lee Yiming Zhang Ke Zhang Angel X. Chang 95 22 0 19 Jan 2022
Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection A. Haliassos Rodrigo Mira Stavros Petridis Maja Pantic CVBM 121 133 0 18 Jan 2022
MuSCLe: A Multi-Strategy Contrastive Learning Framework for Weakly Supervised Semantic Segmentation Kun Yuan Gerald Schaefer Yu-kun Lai Yifan Wang Xiyao Liu Lin Guan Hui Fang 57 1 0 18 Jan 2022
Accelerating Representation Learning with View-Consistent Dynamics in Data-Efficient Reinforcement Learning Tao Huang Jiacheng Wang Xiao Chen 75 4 0 18 Jan 2022
On Training Targets and Activation Functions for Deep Representation Learning in Text-Dependent Speaker Verification A. Sarkar Zheng-Hua Tan 51 2 0 17 Jan 2022
Towards Unsupervised Deep Graph Structure Learning Yixin Liu Yu Zheng Daokun Zhang Hongxu Chen Hao Peng Shirui Pan 73 194 0 17 Jan 2022
Self-Supervision and Multi-Task Learning: Challenges in Fine-Grained COVID-19 Multi-Class Classification from Chest X-rays Muhammad Ridzuan A. Bawazir Ivo Gollini Navarette Ibrahim Almakky Mohammad Yaqub SSL 104 7 0 16 Jan 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 141 107 0 16 Jan 2022
SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples Hao Wang Yangguang Li Zhen Huang Yong Dou Lingpeng Kong Jing Shao SSL 70 56 0 16 Jan 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 93 105 0 15 Jan 2022