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Disentangling by Factorising

16 February 2018

Papers citing "Disentangling by Factorising"

40 / 790 papers shown

Title
A Tutorial on Deep Latent Variable Models of Natural Language Yoon Kim Sam Wiseman Alexander M. Rush BDL VLM 121 42 0 17 Dec 2018
Variational Autoencoders Pursue PCA Directions (by Accident) Michal Rolínek Dominik Zietlow Georg Martius OOD DRL 78 153 0 17 Dec 2018
Recent Advances in Autoencoder-Based Representation Learning Michael Tschannen Olivier Bachem Mario Lucic OOD SSL DRL 89 447 0 12 Dec 2018
Structured Neural Topic Models for Reviews Babak Esmaeili Hongyi Huang Byron C. Wallace Jan-Willem van de Meent BDL DRL 19 3 0 12 Dec 2018
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 806 10,625 0 12 Dec 2018
Disentangling Disentanglement in Variational Autoencoders Emile Mathieu Tom Rainforth Siddharth Narayanaswamy Yee Whye Teh DRL CoGe 80 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 136 480 0 05 Dec 2018
Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition Siqi Liu Eli Gibson Sasa Grbic Zhoubing Xu A. Setio J. Yang Bogdan Georgescu Dorin Comaniciu DiffM MedIm 105 18 0 04 Dec 2018
A Spectral Regularizer for Unsupervised Disentanglement Aditya A. Ramesh Youngduck Choi Yann LeCun DRL 97 42 0 04 Dec 2018
Generalization in anti-causal learning Niki Kilbertus Giambattista Parascandolo Bernhard Schölkopf OOD CML 80 53 0 03 Dec 2018
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations Francesco Locatello Stefan Bauer Mario Lucic Gunnar Rätsch Sylvain Gelly Bernhard Schölkopf Olivier Bachem OOD 166 1,475 0 29 Nov 2018
Improving Generalization for Abstract Reasoning Tasks Using Disentangled Feature Representations Xander Steenbrugge Sam Leroux Tim Verbelen Bart Dhoedt OOD DRL 78 68 0 12 Nov 2018
Towards Governing Agent's Efficacy: Action-Conditional $β$ -VAE for Deep Transparent Reinforcement Learning John Yang Gyujeong Lee Minsung Hyun Simyung Chang Nojun Kwak 65 3 0 11 Nov 2018
Mode matching in GANs through latent space learning and inversion Chao Weng AP Prathosh Dong Yu Varun Srivastava S. Chaudhury GAN 62 2 0 08 Nov 2018
Disentangling Latent Factors of Variational Auto-Encoder with Whitening Md. Zahangir Alom C. Yakopcic CoGe DRL 45 2 0 08 Nov 2018
Robustly Disentangled Causal Mechanisms: Validating Deep Representations for Interventional Robustness Raphael Suter Ðorðe Miladinovic Bernhard Schölkopf Stefan Bauer CML OOD DRL 150 163 0 31 Oct 2018
Trace Quotient with Sparsity Priors for Learning Low Dimensional Image Representations Xian Wei Hao Shen M. Kleinsteuber 41 17 0 08 Oct 2018
Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning Daniel Coelho De Castro Jeremy Tan Bernhard Kainz E. Konukoglu Ben Glocker DRL 75 71 0 27 Sep 2018
A New Multi-vehicle Trajectory Generator to Simulate Vehicle-to-Vehicle Encounters Wenhao Ding Wenshuo Wang Ding Zhao 69 13 0 15 Sep 2018
Hyperprior Induced Unsupervised Disentanglement of Latent Representations Abdul Fatir Ansari Harold Soh CoGe CML UD DRL 78 31 0 12 Sep 2018
Disentangled Variational Representation for Heterogeneous Face Recognition Xiang Wu Huaibo Huang Vishal M. Patel Ran He Zhenan Sun CVBM 115 83 0 06 Sep 2018
Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies Alessandro Achille Tom Eccles Loic Matthey Christopher P. Burgess Nicholas Watters Alexander Lerchner I. Higgins BDL 84 120 0 20 Aug 2018
Discovering physical concepts with neural networks Raban Iten Tony Metger H. Wilming L. D. Rio R. Renner PINN AI4CE 125 391 0 26 Jul 2018
InfoCatVAE: Representation Learning with Categorical Variational Autoencoders Edouard Pineau Marc Lelarge DRL 80 13 0 20 Jun 2018
Controllable Semantic Image Inpainting Jin Xu Yee Whye Teh 51 7 0 15 Jun 2018
Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects Adam R. Kosiorek Hyunjik Kim Ingmar Posner Yee Whye Teh BDL 117 259 0 05 Jun 2018
Disentangling by Partitioning: A Representation Learning Framework for Multimodal Sensory Data Wei-Ning Hsu James R. Glass DRL 79 43 0 29 May 2018
Dual Swap Disentangling Zunlei Feng Xinchao Wang Chenglong Ke Anxiang Zeng Dacheng Tao Xiuming Zhang 56 44 0 27 May 2018
Amortized Inference Regularization Rui Shu Hung Bui Shengjia Zhao Mykel J. Kochenderfer Stefano Ermon DRL 57 82 0 23 May 2018
Information Constraints on Auto-Encoding Variational Bayes Romain Lopez Jeffrey Regier Michael I. Jordan N. Yosef BDL 108 124 0 22 May 2018
Disentangling Controllable and Uncontrollable Factors of Variation by Interacting with the World Yoshihide Sawada DRL 68 10 0 19 Apr 2018
Structured Disentangled Representations Babak Esmaeili Hao Wu Sarthak Jain Alican Bozkurt N. Siddharth Brooks Paige Dana H. Brooks Jennifer Dy Jan-Willem van de Meent OOD CML BDL DRL 88 169 0 06 Apr 2018
Learning Disentangled Joint Continuous and Discrete Representations Emilien Dupont DRL 121 242 0 31 Mar 2018
Factorised spatial representation learning: application in semi-supervised myocardial segmentation A. Chartsias T. Joyce G. Papanastasiou S. Semple M. Williams D. Newby R. Dharmakumar Sotirios A. Tsaftaris DRL 108 69 0 19 Mar 2018
Music Style Transfer: A Position Paper Shuqi Dai Zheng Zhang Gus G. Xia 123 49 0 19 Mar 2018
Auto-Encoding Total Correlation Explanation Shuyang Gao Rob Brekelmans Greg Ver Steeg Aram Galstyan BDL DRL 86 78 0 16 Feb 2018
Learning Deep Disentangled Embeddings with the F-Statistic Loss Karl Ridgeway Michael C. Mozer FedML DRL CoGe 92 219 0 14 Feb 2018
Isolating Sources of Disentanglement in Variational Autoencoders T. Chen Xuechen Li Roger C. Grosse David Duvenaud DRL 90 447 0 14 Feb 2018
Lifelong Generative Modeling Jason Ramapuram Magda Gregorova Alexandros Kalousis BDL CLL 152 120 0 27 May 2017
Neural Style Transfer: A Review Yongcheng Jing Yezhou Yang Zunlei Feng Jingwen Ye Yizhou Yu Xiuming Zhang 152 742 0 11 May 2017