Learning Robust Representations via Multi-View Information Bottleneck

Learning Robust Representations via Multi-View Information Bottleneck

17 February 2020

Papers citing "Learning Robust Representations via Multi-View Information Bottleneck"

13 / 13 papers shown

Title
Steinmetz Neural Networks for Complex-Valued Data Shyam Venkatasubramanian Ali Pezeshki Vahid Tarokh 338 0 0 17 Feb 2025
An Information Criterion for Controlled Disentanglement of Multimodal Data Chenyu Wang Sharut Gupta Xinyi Zhang Sana Tonekaboni Stefanie Jegelka Tommi Jaakkola Caroline Uhler DRL 59 2 0 31 Oct 2024
Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax I. Butakov Alexander Sememenko Alexander Tolmachev Andrey Gladkov Marina Munkhoeva Alexey Frolov 71 0 0 09 Oct 2024
Navigating Conflicting Views: Harnessing Trust for Learning Jueqing Lu Lan Du Wray Buntine M. Jung Joanna Dipnall Lan Du 82 0 0 03 Jun 2024
Deep Variational Multivariate Information Bottleneck -- A Framework for Variational Losses Eslam Abdelaleem I. Nemenman K. M. Martini 45 5 0 05 Oct 2023
On Mutual Information Maximization for Representation Learning Michael Tschannen Josip Djolonga Paul Kishan Rubenstein Sylvain Gelly Mario Lucic SSL 127 490 0 31 Jul 2019
Contrastive Multiview Coding Yonglong Tian Dilip Krishnan Phillip Isola SSL 112 2,385 0 13 Jun 2019
Learning Representations by Maximizing Mutual Information Across Views Philip Bachman R. Devon Hjelm William Buchwalter SSL 134 1,463 0 03 Jun 2019
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval Anjan Dutta Zeynep Akata 48 144 0 08 Mar 2019
Formal Limitations on the Measurement of Mutual Information David A. McAllester K. Stratos SSL 44 275 0 10 Nov 2018
Invariant Information Clustering for Unsupervised Image Classification and Segmentation Xu Ji João F. Henriques Andrea Vedaldi SSL VLM 48 844 0 17 Jul 2018
Deep Variational Canonical Correlation Analysis Weiran Wang Xinchen Yan Honglak Lee Karen Livescu DRL BDL 28 142 0 11 Oct 2016
Deep Learning and the Information Bottleneck Principle Naftali Tishby Noga Zaslavsky DRL 67 1,570 0 09 Mar 2015