Hyperprior Induced Unsupervised Disentanglement of Latent
Representations

Hyperprior Induced Unsupervised Disentanglement of Latent Representations

12 September 2018

Abdul Fatir Ansari

Papers citing "Hyperprior Induced Unsupervised Disentanglement of Latent Representations"

16 / 16 papers shown

Title
Defining and Measuring Disentanglement for non-Independent Factors of Variation Antonio Almudévar Alfonso Ortega Luis Vicente A. Miguel Eduardo Lleida CoGe DRL 34 0 0 13 Aug 2024
3DLatNav: Navigating Generative Latent Spaces for Semantic-Aware 3D Object Manipulation Amaya Dharmasiri Dinithi Dissanayake Mohamed Afham Isuru Dissanayake Ranga Rodrigo Kanchana Thilakarathna 3DPC 20 0 0 17 Nov 2022
Autoencoded sparse Bayesian in-IRT factorization, calibration, and amortized inference for the Work Disability Functional Assessment Battery Joshua C. Chang Carson C. Chow Julia Porcino 29 1 0 20 Oct 2022
SKILL-IL: Disentangling Skill and Knowledge in Multitask Imitation Learning Xihan Bian Oscar Alejandro Mendez Maldonado Simon Hadfield 16 6 0 06 May 2022
Symmetry-Based Representations for Artificial and Biological General Intelligence I. Higgins S. Racanière Danilo Jimenez Rezende AI4CE 22 44 0 17 Mar 2022
On Incorporating Inductive Biases into VAEs Ning Miao Emile Mathieu N. Siddharth Yee Whye Teh Tom Rainforth CML DRL 14 10 0 25 Jun 2021
HAVANA: Hierarchical and Variation-Normalized Autoencoder for Person Re-identification Jiawei Ren Xiao Ma Chen Xu Haiyu Zhao Shuai Yi BDL 10 4 0 06 Jan 2021
Disentangling by Subspace Diffusion David Pfau I. Higgins Aleksandar Botev S. Racanière DiffM DRL 6 36 0 23 Jun 2020
C3VQG: Category Consistent Cyclic Visual Question Generation Shagun Uppal Anish Madan Sarthak Bhagat Yi Yu R. Shah 11 20 0 15 May 2020
On Controlled DeEntanglement for Natural Language Processing Sai Krishna Rallabandi 9 0 0 22 Sep 2019
Bayes-Factor-VAE: Hierarchical Bayesian Deep Auto-Encoder Models for Factor Disentanglement Minyoung Kim Yuting Wang Pritish Sahu Vladimir Pavlovic CoGe BDL CML DRL 11 26 0 06 Sep 2019
Embedding Symbolic Knowledge into Deep Networks Yaqi Xie Ziwei Xu Mohan S. Kankanhalli Kuldeep S. Meel Harold Soh NAI GNN 14 96 0 03 Sep 2019
Geometric Disentanglement for Generative Latent Shape Models Tristan Aumentado-Armstrong Stavros Tsogkas Allan D. Jepson Sven J. Dickinson DRL 8 54 0 18 Aug 2019
InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs Zinan Lin K. K. Thekumparampil Giulia Fanti Sewoong Oh DRL 14 37 0 14 Jun 2019
Disentangling Disentanglement in Variational Autoencoders Emile Mathieu Tom Rainforth Siddharth Narayanaswamy Yee Whye Teh DRL CoGe 28 10 0 06 Dec 2018
Towards a Definition of Disentangled Representations I. Higgins David Amos David Pfau S. Racanière Loic Matthey Danilo Jimenez Rezende Alexander Lerchner OCL DRL 11 471 0 05 Dec 2018