Gacs-Korner Common Information Variational Autoencoder

Gacs-Korner Common Information Variational Autoencoder

24 May 2022

Michael Kleinman

Alessandro Achille

Papers citing "Gacs-Korner Common Information Variational Autoencoder"

9 / 9 papers shown

Title
Aggregation of Dependent Expert Distributions in Multimodal Variational Autoencoders R. A. Mancisidor Robert Jenssen Shujian Yu Michael C. Kampffmeyer 22 0 0 02 May 2025
Generalization Guarantees for Multi-View Representation Learning and Application to Regularization via Gaussian Product Mixture Prior Milad Sefidgaran Abdellatif Zaidi Piotr Krasnowski 44 0 0 25 Apr 2025
Generalization Guarantees for Representation Learning via Data-Dependent Gaussian Mixture Priors Milad Sefidgaran A. Zaidi Piotr Krasnowski 85 1 0 21 Feb 2025
Discovering Common Information in Multi-view Data Qi Zhang Mingfei Lu Shujian Yu Jingmin Xin Badong Chen 29 5 0 21 Jun 2024
Minimum Description Length and Generalization Guarantees for Representation Learning Milad Sefidgaran Abdellatif Zaidi Piotr Krasnowski 38 7 0 05 Feb 2024
Multi-modal Gaussian Process Variational Autoencoders for Neural and Behavioral Data Rabia Gondur Usama Bin Sikandar Evan Schaffer Mikio C. Aoi Stephen L. Keeley DRL 13 9 0 04 Oct 2023
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework Paul Pu Liang Yun Cheng Xiang Fan Chun Kai Ling Suzanne Nie ... Nicholas B. Allen Randy P. Auerbach Faisal Mahmood Ruslan Salakhutdinov Louis-Philippe Morency 30 29 0 23 Feb 2023
Critical Learning Periods for Multisensory Integration in Deep Networks Michael Kleinman Alessandro Achille Stefano Soatto 27 8 0 06 Oct 2022
Weakly-Supervised Disentanglement Without Compromises Francesco Locatello Ben Poole Gunnar Rätsch Bernhard Schölkopf Olivier Bachem Michael Tschannen CoGe OOD DRL 178 313 0 07 Feb 2020