Learning Disentangled Representations with Reference-Based Variational
Autoencoders

Learning Disentangled Representations with Reference-Based Variational Autoencoders

24 January 2019

Oriol Martínez

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Papers citing "Learning Disentangled Representations with Reference-Based Variational Autoencoders"

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Title
Moment Matching Deep Contrastive Latent Variable Models Ethan Weinberger Nicasia Beebe-Wang Su-In Lee 84 17 0 21 Feb 2022
Disentangled representations: towards interpretation of sex determination from hip bone K. Zou S. Faisan F. Heitz Marie Epain P. Croisille L. Fanton S. Valette 3DH DRL 118 4 0 17 Dec 2021
Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging Abel Díaz Berenguer Hichem Sahli Boris Joukovsky Maryna Kvasnytsia Ine Dirks ... P. Meunier S. Gryspeerdt K. Smet B. Jansen Jef Vandemeulebroucke 74 9 0 23 Nov 2020
NestedVAE: Isolating Common Factors via Weak Supervision M. Vowels Necati Cihan Camgöz Richard Bowden CML DRL 94 22 0 26 Feb 2020
High-Fidelity Synthesis with Disentangled Representation Wonkwang Lee Donggyun Kim Seunghoon Hong Honglak Lee DRL 75 66 0 13 Jan 2020
Theory and Evaluation Metrics for Learning Disentangled Representations Kien Do T. Tran CoGe DRL 76 96 0 26 Aug 2019
Geometric Disentanglement for Generative Latent Shape Models Tristan Aumentado-Armstrong Stavros Tsogkas Allan D. Jepson Sven J. Dickinson DRL 87 56 0 18 Aug 2019
Product of Orthogonal Spheres Parameterization for Disentangled Representation Learning Ankita Shukla Sarthak Bhagat Shagun Uppal Saket Anand Pavan Turaga CML OOD DRL 71 23 0 22 Jul 2019
DualDis: Dual-Branch Disentangling with Adversarial Learning Thomas Robert Nicolas Thome Matthieu Cord CoGe DRL 73 4 0 03 Jun 2019
On the Fairness of Disentangled Representations Francesco Locatello G. Abbati Tom Rainforth Stefan Bauer Bernhard Schölkopf Olivier Bachem FaML DRL 81 227 0 31 May 2019
Are Disentangled Representations Helpful for Abstract Visual Reasoning? Sjoerd van Steenkiste Francesco Locatello Jürgen Schmidhuber Olivier Bachem 106 210 0 29 May 2019
Disentangling Factors of Variation Using Few Labels Francesco Locatello Michael Tschannen Stefan Bauer Gunnar Rätsch Bernhard Schölkopf Olivier Bachem DRL CML CoGe 103 124 0 03 May 2019