Unsupervised Learning of Disentangled Representations from Video

31 May 2017

Papers citing "Unsupervised Learning of Disentangled Representations from Video"

27 / 127 papers shown

Title
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery Krishna Kumar Singh Utkarsh Ojha Yong Jae Lee OCL 33 131 0 27 Nov 2018
Composable Action-Conditioned Predictors: Flexible Off-Policy Learning for Robot Navigation G. Kahn Adam R. Villaflor Pieter Abbeel Sergey Levine SSL OffRL 30 19 0 16 Oct 2018
Unsupervised Learning via Meta-Learning Kyle Hsu Sergey Levine Chelsea Finn SSL OffRL 37 229 0 04 Oct 2018
Recurrent Flow-Guided Semantic Forecasting Adam M. Terwilliger Garrick Brazil Xiaoming Liu 21 46 0 21 Sep 2018
Hyperprior Induced Unsupervised Disentanglement of Latent Representations Abdul Fatir Ansari Harold Soh CoGe CML UD DRL 26 31 0 12 Sep 2018
Recurrent World Models Facilitate Policy Evolution David R Ha Jürgen Schmidhuber SyDa TPM 49 920 0 04 Sep 2018
Stochastic Dynamics for Video Infilling Qiangeng Xu Hanwang Zhang Weiyue Wang P. Belhumeur Ulrich Neumann DiffM VGen 38 19 0 01 Sep 2018
Self-supervised learning of a facial attribute embedding from video Olivia Wiles A. Sophia Koepke Andrew Zisserman CVBM SSL 24 132 0 21 Aug 2018
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics Xinchen Yan Akash Rastogi Ruben Villegas Kalyan Sunkavalli Eli Shechtman Sunil Hadap Ersin Yumer Honglak Lee 30 150 0 14 Aug 2018
Pose Guided Human Video Generation Ceyuan Yang Zhe Wang Xinge Zhu Chen Huang Jianping Shi Dahua Lin GAN 22 145 0 30 Jul 2018
X2Face: A network for controlling face generation by using images, audio, and pose codes Olivia Wiles A. Sophia Koepke Andrew Zisserman CVBM 30 410 0 27 Jul 2018
Unsupervised Learning of Object Landmarks through Conditional Image Generation Tomas Jakab Ankush Gupta Hakan Bilen Andrea Vedaldi SSL 33 252 0 20 Jun 2018
Learning to Decompose and Disentangle Representations for Video Prediction Jun-Ting Hsieh Bingbin Liu De-An Huang Li Fei-Fei Juan Carlos Niebles DRL 138 305 0 11 Jun 2018
Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects Adam R. Kosiorek Hyunjik Kim Ingmar Posner Yee Whye Teh BDL 29 256 0 05 Jun 2018
Object-Oriented Dynamics Predictor Guangxiang Zhu Zhiao Huang Chongjie Zhang AI4CE 24 36 0 25 May 2018
Unsupervised Disentangled Representation Learning with Analogical Relations Ziyue Li Yongchuan Tang Yongxing He GAN 25 14 0 25 Apr 2018
Disentangling Controllable and Uncontrollable Factors of Variation by Interacting with the World Yoshihide Sawada DRL 21 10 0 19 Apr 2018
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning Yunbo Wang Zhifeng Gao Mingsheng Long Jianmin Wang Philip S. Yu 20 470 0 17 Apr 2018
Stochastic Adversarial Video Prediction Alex X. Lee Richard Y. Zhang F. Ebert Pieter Abbeel Chelsea Finn Sergey Levine DRL VGen GAN 28 450 0 04 Apr 2018
World Models David R Ha Jürgen Schmidhuber SyDa 35 1,031 0 27 Mar 2018
Stochastic Video Generation with a Learned Prior Emily L. Denton Rob Fergus VGen 48 525 0 21 Feb 2018
Disentangling by Factorising Hyunjik Kim A. Mnih CoGe OOD 12 1,327 0 16 Feb 2018
Folded Recurrent Neural Networks for Future Video Prediction Marc Oliu Javier Selva Sergio Escalera 29 135 0 01 Dec 2017
MoCoGAN: Decomposing Motion and Content for Video Generation Sergey Tulyakov Ming Liu Xiaodong Yang Jan Kautz GAN 93 1,131 0 17 Jul 2017
Skeleton-aided Articulated Motion Generation Yichao Yan Jingwei Xu Bingbing Ni Xiaokang Yang 3DH 35 87 0 04 Jul 2017
Generative Models of Visually Grounded Imagination Ramakrishna Vedantam Ian S. Fischer Jonathan Huang Kevin Patrick Murphy 22 138 0 30 May 2017
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 272 2,553 0 25 Jan 2016