DisUnknown: Distilling Unknown Factors for Disentanglement Learning

DisUnknown: Distilling Unknown Factors for Disentanglement Learning

16 September 2021

Yajie Zhao

Papers citing "DisUnknown: Distilling Unknown Factors for Disentanglement Learning"

16 / 16 papers shown

Title
InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs Yujun Shen Ceyuan Yang Xiaoou Tang Bolei Zhou GAN CVBM 54 597 0 18 May 2020
Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning Yu Deng Jiaolong Yang Dong Chen Fang Wen Xin Tong CoGe CVBM 44 346 0 24 Apr 2020
Emerging Disentanglement in Auto-Encoder Based Unsupervised Image Content Transfer Ori Press Tomer Galanti Sagie Benaim Lior Wolf 39 48 0 14 Jan 2020
FaceForensics++: Learning to Detect Manipulated Facial Images Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner CVBM 70 2,058 0 25 Jan 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 502 10,500 0 12 Dec 2018
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery Krishna Kumar Singh Utkarsh Ojha Yong Jae Lee OCL 93 132 0 27 Nov 2018
Everybody Dance Now Caroline Chan Shiry Ginosar Tinghui Zhou Alexei A. Efros 75 772 0 22 Aug 2018
Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance Zhixin Shu M. Sahasrabudhe R. Güler Dimitris Samaras Nikos Paragios Iasonas Kokkinos CVBM 97 201 0 18 Jun 2018
Multimodal Unsupervised Image-to-Image Translation Xun Huang Ming-Yuan Liu Serge J. Belongie Jan Kautz 115 2,479 0 12 Apr 2018
Disentangling by Factorising Hyunjik Kim A. Mnih CoGe OOD 42 1,336 0 16 Feb 2018
VGGFace2: A dataset for recognising faces across pose and age Qiong Cao Li Shen Weidi Xie Omkar M. Parkhi Andrew Zisserman CVBM 72 2,617 0 23 Oct 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 162 8,807 0 25 Aug 2017
Multi-Level Variational Autoencoder: Learning Disentangled Representations from Grouped Observations Diane Bouchacourt Ryota Tomioka Sebastian Nowozin BDL OOD DRL 47 310 0 24 May 2017
Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 253 4,554 0 13 Nov 2016
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 380 3,204 0 30 Oct 2016
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 182 12,384 0 24 Jun 2012