Rethinking Minimal Sufficient Representation in Contrastive Learning

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Rethinking Minimal Sufficient Representation in Contrastive Learning

Computer Vision and Pattern Recognition (CVPR), 2022

14 March 2022

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Papers citing "Rethinking Minimal Sufficient Representation in Contrastive Learning"

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Title
Masked Image Modeling with Local Multi-Scale ReconstructionComputer Vision and Pattern Recognition (CVPR), 2023 Haoqing Wang Yehui Tang Yunhe Wang Jianyuan Guo Zhiwei Deng Kai Han 165 67 0 09 Mar 2023
MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question AnsweringComputer Vision and Pattern Recognition (CVPR), 2023 Jingjing Jiang Nanning Zheng MoE 279 11 0 02 Mar 2023
An Information-Theoretic Perspective on Variance-Invariance-Covariance Regularization Ravid Shwartz-Ziv Randall Balestriero Kenji Kawaguchi Tim G. J. Rudner Yann LeCun 270 28 0 01 Mar 2023
Towards Enhancing Time Series Contrastive Learning: A Dynamic Bad Pair Mining ApproachInternational Conference on Learning Representations (ICLR), 2023 Xiang Lan Hanshu Yan linda Qiao Mengling Feng AI4TS 263 15 0 07 Feb 2023
Rethinking Explaining Graph Neural Networks via Non-parametric Subgraph MatchingInternational Conference on Machine Learning (ICML), 2023 Fang Wu Siyuan Li Xurui Jin Yinghui Jiang Dragomir R. Radev Z. Niu Stan Z. Li 176 15 0 07 Jan 2023
Representation Learning in Deep RL via Discrete Information BottleneckInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 Riashat Islam Hongyu Zang Manan Tomar Aniket Didolkar Md. Mofijul Islam ... Tariq Iqbal Xin-hui Li Anirudh Goyal N. Heess Alex Lamb SSL OffRL 139 11 0 28 Dec 2022
Masked Reconstruction Contrastive Learning with Information Bottleneck Principle Ziwen Liu Bonan li Congying Han Tiande Guo Xuecheng Nie SSL 125 2 0 15 Nov 2022
Alignment-guided Temporal Attention for Video Action RecognitionNeural Information Processing Systems (NeurIPS), 2022 Yizhou Zhao Zhenyang Li Xun Guo Yan Lu 139 19 0 30 Sep 2022
Correlation Information Bottleneck: Towards Adapting Pretrained Multimodal Models for Robust Visual Question AnsweringInternational Journal of Computer Vision (IJCV), 2022 Jingjing Jiang Zi-yi Liu Nanning Zheng 292 12 0 14 Sep 2022
CO^3: Cooperative Unsupervised 3D Representation Learning for Autonomous Driving Runjian Chen Yao Mu Runsen Xu Wenqi Shao Chenhan Jiang Hang Xu Zhenguo Li Ping Luo 3DPC 182 23 0 08 Jun 2022
Gacs-Korner Common Information Variational AutoencoderNeural Information Processing Systems (NeurIPS), 2022 Michael Kleinman Alessandro Achille Stefano Soatto J. Kao CML DRL 192 19 0 24 May 2022
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 1.2K 4,626 0 17 Jun 2020