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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
METRA: Scalable Unsupervised RL with Metric-Aware Abstraction Seohong Park Oleh Rybkin Sergey Levine OffRL 89 44 0 13 Oct 2023
Distance-rank Aware Sequential Reward Learning for Inverse Reinforcement Learning with Sub-optimal Demonstrations Lu Li Yuxin Pan Ruobing Chen Jie Liu Zilin Wang Yu Liu Zhiheng Li 125 0 0 13 Oct 2023
Advancing Transformer's Capabilities in Commonsense Reasoning Yu Zhou Yunqiu Han Hanyu Zhou Yulun Wu VLM LRM ReLM 52 0 0 10 Oct 2023
Diversity from Human Feedback Ren-Jian Wang Ke Xue Yutong Wang Peng Yang Haobo Fu Qiang Fu Chao Qian 79 3 0 10 Oct 2023
XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into words Robin Algayres Pablo Diego-Simon Benoît Sagot Emmanuel Dupoux 96 2 0 08 Oct 2023
Cross-domain Robust Deepfake Bias Expansion Network for Face Forgery Detection Weihua Liu Lin Li Chaochao Lin Said Boumaraf CVBM 113 0 0 08 Oct 2023
ScaleNet: An Unsupervised Representation Learning Method for Limited Information Huili Huang M. M. Roozbahani SSL 138 804 0 03 Oct 2023
DARTH: Holistic Test-time Adaptation for Multiple Object Tracking Mattia Segu Bernt Schiele Fisher Yu TTA 103 13 0 03 Oct 2023
All by Myself: Learning Individualized Competitive Behaviour with a Contrastive Reinforcement Learning optimization Pablo V. A. Barros A. Sciutti SSL 68 3 0 02 Oct 2023
Improving Audio Captioning Models with Fine-grained Audio Features, Text Embedding Supervision, and LLM Mix-up Augmentation Shih-Lun Wu Xuankai Chang Gordon Wichern Jee-weon Jung Franccois G. Germain Jonathan Le Roux Shinji Watanabe 83 20 0 29 Sep 2023
Reconstruction of Patient-Specific Confounders in AI-based Radiologic Image Interpretation using Generative Pretraining T. Han Laura vZigutyt.e L. Huck M. Huppertz R. Siepmann ... Firas Khader Christiane Kuhl S. Nebelung Jakob Kather Daniel Truhn MedIm 86 3 0 29 Sep 2023
Self-supervised Cross-view Representation Reconstruction for Change Captioning Yunbin Tu Liang Li Filippos Christianos Zheng-Jun Zha Zhibin Li Qingming Huang SSL 73 27 0 28 Sep 2023
Feature Normalization Prevents Collapse of Non-contrastive Learning Dynamics Han Bao SSL MLT 97 1 0 28 Sep 2023
Speed Co-Augmentation for Unsupervised Audio-Visual Pre-training Jiangliu Wang Jianbo Jiao Yibing Song Stephen James Zhan Tong Chongjian Ge Pieter Abbeel Yunhui Liu 50 0 0 25 Sep 2023
PARTICLE: Part Discovery and Contrastive Learning for Fine-grained Recognition Oindrila Saha Subhransu Maji SSL 90 2 0 25 Sep 2023
Enhancing Student Performance Prediction on Learnersourced Questions with SGNN-LLM Synergy Lin Ni Sijie Wang Zeyu Zhang Xiaoxuan Li Xianda Zheng Paul Denny Jing Liu AI4Ed 91 13 0 23 Sep 2023
DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning Thanh Nguyen T. Pham Chaoning Zhang Tung M. Luu Thang Vu Chang D. Yoo 105 10 0 21 Sep 2023
Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training Shuang Zeng Lei Zhu Xinliang Zhang Qian Chen Hangzhou He ... Zhaoheng Xie Yanye Lu Qiushi Ren Zhaoheng Xie Yanye Lu 152 0 0 21 Sep 2023
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning Chen Jiang Hong Liu Xuzheng Yu Qing Wang Yuan Cheng ... Zhongyi Liu Qingpei Guo Wei Chu Ming-Hsuan Yang Yuan Qi 115 11 0 20 Sep 2023
Towards Better Modeling with Missing Data: A Contrastive Learning-based Visual Analytics Perspective Laixin Xie Ouyang Yang Long-fei Chen Ziming Wu Quan Li 60 0 0 18 Sep 2023
Dynamic-SUPERB: Towards A Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark for Speech Chien-yu Huang Ke-Han Lu Shi Wang Chi-Yuan Hsiao Chun-Yi Kuan ... Roshan S. Sharma Shinji Watanabe Bhiksha Ramakrishnan Shady Shehata Hung-yi Lee AuLLM 88 63 0 18 Sep 2023
Contrastive Latent Space Reconstruction Learning for Audio-Text Retrieval Kaiyi Luo Xulong Zhang Jianzong Wang Huaxiong Li Ning Cheng Jing Xiao 109 2 0 16 Sep 2023
Find What You Want: Learning Demand-conditioned Object Attribute Space for Demand-driven Navigation Hongchen Wang Andy Guan Hong Chen Xiaoqi Li Mingdong Wu Hao Dong 69 16 0 15 Sep 2023
Road Disease Detection based on Latent Domain Background Feature Separation and Suppression Juwu Zheng Jiangtao Ren 84 2 0 14 Sep 2023
Latent Representation and Simulation of Markov Processes via Time-Lagged Information Bottleneck Marco Federici Patrick Forré Ryota Tomioka Bastiaan S. Veeling 53 6 0 13 Sep 2023
Video Infringement Detection via Feature Disentanglement and Mutual Information Maximization Zhenguang Liu Xinyang Yu Ruili Wang Shuai Ye Zhe Ma ... Sifeng He Feng Qian Xiao-Yong Zhang Roger Zimmermann Lei Yang 96 1 0 13 Sep 2023
Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model Mingxin Li Richong Zhang Zhijie Nie Yongyi Mao 75 1 0 12 Sep 2023
Manifold-based Verbalizer Space Re-embedding for Tuning-free Prompt-based Classification Hao Wang Sendong Zhao Chi-Liang Liu Nuwa Xi Muzhen Cai Bing Qin Ting Liu 55 2 0 08 Sep 2023
Pre- and post-contact policy decomposition for non-prehensile manipulation with zero-shot sim-to-real transfer Minchan Kim Junhyek Han Jaehyung Kim Beomjoon Kim 80 17 0 06 Sep 2023
An Empirical Analysis for Zero-Shot Multi-Label Classification on COVID-19 CT Scans and Uncurated Reports Ethan Dack Lorenzo Brigato Matthew McMurray Matthias Fontanellaz Thomas Frauenfelder ... Thomas Geiser M. Funke-Chambour Andreas Christe L. Ebner Stavroula Mougiakakou 83 2 0 04 Sep 2023
RevColV2: Exploring Disentangled Representations in Masked Image Modeling Qi Han Yuxuan Cai Xiangyu Zhang 121 8 0 02 Sep 2023
Decoding Natural Images from EEG for Object Recognition Yonghao Song Bingchuan Liu Xiang Li Nanlin Shi Yijun Wang Xiaorong Gao 120 34 0 25 Aug 2023
Masked Feature Modelling: Feature Masking for the Unsupervised Pre-training of a Graph Attention Network Block for Bottom-up Video Event Recognition Dimitrios Daskalakis Nikolaos Gkalelis Vasileios Mezaris 79 0 0 24 Aug 2023
A Co-training Approach for Noisy Time Series Learning Jiexia Ye Jianfeng Zhang Jia Li Fugee Tsung AI4TS 64 12 0 24 Aug 2023
Adversarial Illusions in Multi-Modal Embeddings Tingwei Zhang Rishi Jha Eugene Bagdasaryan Vitaly Shmatikov AAML 138 11 0 22 Aug 2023
Learning from Semantic Alignment between Unpaired Multiviews for Egocentric Video Recognition Qitong Wang Long Zhao Liangzhe Yuan Ting Liu Xi Peng 120 16 0 22 Aug 2023
Information Theory-Guided Heuristic Progressive Multi-View Coding Jiangmeng Li Hang Gao Jingyao Wang Changwen Zheng 91 2 0 21 Aug 2023
Indonesian Automatic Speech Recognition with XLSR-53 Panji Arisaputra Amalia Zahra 45 8 0 20 Aug 2023
Label-Free Event-based Object Recognition via Joint Learning with Image Reconstruction from Events Hoonhee Cho Hyeonseong Kim Yujeong Chae Kuk-Jin Yoon VLM 67 24 0 18 Aug 2023
Bridging High-Quality Audio and Video via Language for Sound Effects Retrieval from Visual Queries J. Wilkins Justin Salamon Magdalena Fuentes J. P. Bello Oriol Nieto CLIP 55 5 0 17 Aug 2023
SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation Wenxi Yue Jing Zhang Kun Hu Yong-quan Xia Jiebo Luo Zhiyong Wang VLM MedIm 98 74 0 17 Aug 2023
Consciousness in Artificial Intelligence: Insights from the Science of Consciousness Patrick Butlin R. Long Eric Elmoznino Yoshua Bengio Jonathan C. P. Birch ... L. Mudrik Megan A. K. Peters Eric Schwitzgebel Jonathan Simon Rufin VanRullen LLMAG 85 107 0 17 Aug 2023
TEST: Text Prototype Aligned Embedding to Activate LLM's Ability for Time Series Chenxi Sun Hongyan Li Yaliang Li linda Qiao AI4TS 99 131 0 16 Aug 2023
Vision-Language Dataset Distillation Xindi Wu Byron Zhang Zhiwei Deng Olga Russakovsky DD VLM 88 10 0 15 Aug 2023
Channel-Wise Contrastive Learning for Learning with Noisy Labels Hui-Sung Kang Sheng Liu Huaxi Huang Tongliang Liu NoLa 85 0 0 14 Aug 2023
PatchContrast: Self-Supervised Pre-training for 3D Object Detection Oren Shrout Ori Nitzan Yizhak Ben-Shabat A. Tal 3DPC 118 2 0 14 Aug 2023
Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks David Junhao Zhang Mutian Xu Chuhui Xue Wenqing Zhang Xiaoguang Han Song Bai Mike Zheng Shou DiffM 131 6 0 13 Aug 2023
Image-based Geolocalization by Ground-to-2.5D Map Matching Mengjie Zhou Liu Liu Yiran Zhong Andrew Calway 81 3 0 11 Aug 2023
Induction Network: Audio-Visual Modality Gap-Bridging for Self-Supervised Sound Source Localization Tianyu Liu Peng Zhang Wei Huang Yufei Zha Tao You Yanni Zhang SSL 67 2 0 09 Aug 2023
Teacher-Student Architecture for Knowledge Distillation: A Survey Chengming Hu Xuan Li Danyang Liu Haolun Wu Xi Chen Ju Wang Xue Liu 94 19 0 08 Aug 2023