Unsupervised learning with contrastive latent variable models

Unsupervised learning with contrastive latent variable models

14 November 2018

Kristen A. Severson

Papers citing "Unsupervised learning with contrastive latent variable models"

14 / 14 papers shown

Title
Contrastive independent component analysis Kexin Wang Aida Maraj A. Seigal CML 16 1 0 02 Jul 2024
Separating common from salient patterns with Contrastive Representation Learning Robin Louiset Edouard Duchesnay Antoine Grigis Pietro Gori SSL DRL 43 1 0 19 Feb 2024
Double InfoGAN for Contrastive Analysis Florence Carton Robin Louiset Pietro Gori 13 3 0 31 Jan 2024
Toward the Identifiability of Comparative Deep Generative Models Romain Lopez Jan-Christian Huetter Ehsan Hajiramezanali Jonathan Pritchard Aviv Regev 23 2 0 29 Jan 2024
Feature Selection in the Contrastive Analysis Setting Ethan Weinberger Ian Covert Su-In Lee 37 1 0 27 Oct 2023
SepVAE: a contrastive VAE to separate pathological patterns from healthy ones Robin Louiset Edouard Duchesnay Antoine Grigis Benoit Dufumier Pietro Gori DRL 19 5 0 12 Jul 2023
Autism Spectrum Disorder Classification with Interpretability in Children based on Structural MRI Features Extracted using Contrastive Variational Autoencoder Ruimin Ma Ruitao Xie Yanlin Wang Jintao Meng Yanjie Wei Wenhui Xi Yi-Lun Pan 18 7 0 03 Jul 2023
Moment Matching Deep Contrastive Latent Variable Models Ethan Weinberger Nicasia Beebe-Wang Su-In Lee 16 16 0 21 Feb 2022
Capturing patterns of variation unique to a specific dataset Robin Tu Alex Foss S. Zhao 11 3 0 16 Apr 2021
Probabilistic Contrastive Principal Component Analysis Didong Li Andrew Jones Barbara E. Engelhardt 15 17 0 14 Dec 2020
A Visual Analytics Framework for Contrastive Network Analysis Takanori Fujiwara Jian Zhao Francine Chen K. Ma 12 11 0 01 Aug 2020
Contrastive Multiple Correspondence Analysis (cMCA): Using Contrastive Learning to Identify Latent Subgroups in Political Parties Takanori Fujiwara Tzu-Ping Liu 11 4 0 09 Jul 2020
Network Comparison with Interpretable Contrastive Network Representation Learning Takanori Fujiwara Jian Zhao Francine Chen Yaoliang Yu K. Ma 15 5 0 25 May 2020
Contrastive Variational Autoencoder Enhances Salient Features Abubakar Abid James Y. Zou DRL 20 63 0 12 Feb 2019