Learning Disentangled Representations with Latent Variation
Predictability

Learning Disentangled Representations with Latent Variation Predictability

25 July 2020

Papers citing "Learning Disentangled Representations with Latent Variation Predictability"

19 / 19 papers shown

Title
Unsupervised Representation Learning from Sparse Transformation Analysis Yue Song Thomas Anderson Keller Yisong Yue Pietro Perona Max Welling DRL 29 0 0 07 Oct 2024
(Deep) Generative Geodesics Beomsu Kim Michael Puthawala Jong Chul Ye Emanuele Sansone 23 0 0 15 Jul 2024
Flow Factorized Representation Learning Yue Song Thomas Anderson Keller N. Sebe Max Welling DRL OOD 23 3 0 22 Sep 2023
Householder Projector for Unsupervised Latent Semantics Discovery Yue Song Jichao Zhang N. Sebe Wei Wang 17 5 0 16 Jul 2023
ProtoVAE: Prototypical Networks for Unsupervised Disentanglement Vaishnavi Patil Matthew Evanusa J. JáJá BDL DRL 24 0 0 16 May 2023
Latent Traversals in Generative Models as Potential Flows Yue Song Andy Keller N. Sebe Max Welling DRL 23 10 0 25 Apr 2023
DAVA: Disentangling Adversarial Variational Autoencoder Benjamin Estermann Roger Wattenhofer DRL 100 8 0 02 Mar 2023
3D Generative Model Latent Disentanglement via Local Eigenprojection Simone Foti Bongjin Koo Danail Stoyanov Matthew J. Clarkson 34 6 0 24 Feb 2023
Orthogonal SVD Covariance Conditioning and Latent Disentanglement Yue Song N. Sebe Wei Wang 26 6 0 11 Dec 2022
DOT-VAE: Disentangling One Factor at a Time Vaishnavi Patil Matthew Evanusa J. JáJá CoGe DRL CML 18 1 0 19 Oct 2022
A Survey on Leveraging Pre-trained Generative Adversarial Networks for Image Editing and Restoration Ming-Yu Liu Yuxiang Wei Xiaohe Wu Wangmeng Zuo Lei Zhang 25 1 0 21 Jul 2022
A comprehensive survey on semantic facial attribute editing using generative adversarial networks A. Nickabadi Maryam Saeedi Fard Nastaran Moradzadeh Farid Najmeh Mohammadbagheri CVBM GAN EGVM 38 9 0 21 May 2022
ChildPredictor: A Child Face Prediction Framework with Disentangled Learning Yuzhi Zhao L. Po Xuehui Wang Qiong Yan Wei Shen ... C. Wong Chiu-Sing Pang Weifeng Ou W. Yu Buhua Liu CVBM 13 7 0 21 Apr 2022
Controllable Data Augmentation Through Deep Relighting G. Chogovadze Rémi Pautrat Marc Pollefeys ViT 17 4 0 26 Oct 2021
Inference-InfoGAN: Inference Independence via Embedding Orthogonal Basis Expansion Hongxiang Jiang Jihao Yin Xiaoyan Luo Fuxiang Wang DRL 14 2 0 02 Oct 2021
VAE-CE: Visual Contrastive Explanation using Disentangled VAEs Y. Poels Vlado Menkovski CoGe DRL 13 3 0 20 Aug 2021
Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation Yuxiang Wei Yupeng Shi Xiao-Chang Liu Zhilong Ji Yuan Gao Zhongqin Wu W. Zuo 21 55 0 17 Aug 2021
Commutative Lie Group VAE for Disentanglement Learning Xinqi Zhu Chang Xu Dacheng Tao CoGe DRL 32 22 0 07 Jun 2021
Where and What? Examining Interpretable Disentangled Representations Xinqi Zhu Chang Xu Dacheng Tao FAtt DRL 48 38 0 07 Apr 2021