Rethinking Minimal Sufficient Representation in Contrastive Learning

Rethinking Minimal Sufficient Representation in Contrastive Learning

14 March 2022

Papers citing "Rethinking Minimal Sufficient Representation in Contrastive Learning"

12 / 12 papers shown

Title
Cross-View Graph Consistency Learning for Invariant Graph Representations Jie Chen Zhiming Li Hua Mao Wai Lok Woo Xi Peng 71 0 0 20 Feb 2025
Multi-View Factorizing and Disentangling: A Novel Framework for Incomplete Multi-View Multi-Label Classification Wulin Xie Lian Zhao Jiang Long Xiaohuan Lu Bingyan Nie 47 0 0 28 Jan 2025
GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training Renqiu Xia M. Li Hancheng Ye Wenjie Wu Hongbin Zhou ... Conghui He Botian Shi Tao Chen Junchi Yan Bo Zhang 91 7 0 16 Dec 2024
Anchors Aweigh! Sail for Optimal Unified Multi-Modal Representations Minoh Jeong Min Namgung Zae Myung Kim Dongyeop Kang Yao-Yi Chiang Alfred Hero 25 0 0 02 Oct 2024
What to align in multimodal contrastive learning? Benoit Dufumier J. Castillo-Navarro D. Tuia Jean-Philippe Thiran 27 3 0 11 Sep 2024
Paving the way toward foundation models for irregular and unaligned Satellite Image Time Series Iris Dumeur Silvia Valero Jordi Inglada 32 3 0 11 Jul 2024
Point Resampling and Ray Transformation Aid to Editable NeRF Models Zhenyang Li Zilong Chen Feifan Qu Mingqing Wang Yizhou Zhao Kai Zhang Yifan Peng 36 1 0 12 May 2024
Poly-View Contrastive Learning Amitis Shidani Devon Hjelm Jason Ramapuram Russ Webb Eeshan Gunesh Dhekane Dan Busbridge VLM SSL 34 4 0 08 Mar 2024
Understanding Contrastive Learning Through the Lens of Margins Daniel Rho Taesoo Kim Sooill Park Jaehyun Park Jaehan Park SSL 27 2 0 20 Jun 2023
Masked Reconstruction Contrastive Learning with Information Bottleneck Principle Ziwen Liu Bonan Li Congying Han Tiande Guo Xuecheng Nie SSL 32 2 0 15 Nov 2022
Gacs-Korner Common Information Variational Autoencoder Michael Kleinman Alessandro Achille Stefano Soatto J. Kao CML DRL 21 12 0 24 May 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,434 0 11 Nov 2021