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Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations Diego Marcheggiani ILLC University of Amsterdam marcheggiani@uvanl Ivan Titov ILLC…
Application of variational autoencoders for aircraft turbomachinery design Jonathan Zalger SUID: 06193533 jzalger@stanfordedu SCPD Program Final Report December 15 2017 1…
Variational Autoencoders for Learning Nonlinear Dynamics of Physical Systems Ryan Lopez3 Paul J Atzberger 12+* 1 Department of Mathematics University of California Santa…
Variational Autoencoders for Collaborative Filtering Dawen Liang Netflix Los Gatos CA dliang@netflixcom Rahul G Krishnan MIT Cambridge MA rahulgk@mitedu Matthew D Hoffman…
Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification Xiaoyu Zhang1 Jingqing Zhang1 Kai Sun1 Xian Yang1 Chengliang Dai1…
Constrained Graph Variational Autoencoders for Molecule Design Qi Liu∗1, Miltiadis Allamanis2, Marc Brockschmidt2, and Alexander L. Gaunt2 1Singapore University of Technology…
Juan J Cerrolaza PhD Variational Autoencoders for Medical Imaging Artificial Intelligence for Science Industry and Society 20th – 25th October 2019 Mexico City - UNAM AISIS…
Ladder Variational Autoencoders Casper Kaae Sønderby∗ [email protected] Tapani Raiko† [email protected] Lars Maaløe‡ [email protected] Søren Kaae Sønderby∗…
Nonparametric Variational Auto-encoders for Hierarchical Representation Learning Prasoon Goyal1 Zhiting Hu12 Xiaodan Liang1 Chenyu Wang2 Eric P Xing12 1Carnegie Mellon University…
Ladder Variational Autoencoders Casper Kaae Sønderby⇤ casperkaae@gmailcom Tapani Raiko† tapaniraiko@aaltofi Lars Maaløe‡ larsma@dtudk Søren Kaae Sønderby⇤ skaaesonderby@gmailcom…
How to Train Deep Variational Autoencoders and Probabilistic Ladder NetworksGeneral rights Copyright and moral rights for the publications made accessible in the public portal
Semi-Implicit Graph Variational Auto-Encoders Arman Hasanzadeh†∗ Ehsan Hajiramezanali†∗ Nick Duffield† Krishna Narayanan† Mingyuan Zhou‡ Xiaoning Qian† †…
Style transfer with variational autoencoders is a promising approach to RNA-Seq data harmonization and analysis Russkikh N12 Antonets D123* Shtokalo D124 Makarov A1 Zakharov…
General rights Copyright and moral rights for the publications made accessible in the public portal are retained by the authors andor other copyright owners and it is a condition…
Disentangling Disentanglement in Variational Autoencoders Emile Mathieu * 1 Tom Rainforth * 1 N Siddharth * 2 Yee Whye Teh 1 Abstract We develop a generalisation of disentanglement…
Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders Ananya Harsh Jha1 Saket Anand1 Maneesh Singh2 and VSR Veeravasarapu2 1 IIIT-Delhi {ananyaharsh12018…
Disentangling Factors of Variation with Cycle-Consistent Variational Auto-Encoders Ananya Harsh Jha1, Saket Anand1, Maneesh Singh2, and VSR Veeravasarapu2 {ananyaharsh12018,…
Variational Autoencoders for Deforming 3D Mesh Models Qingyang Tan12 Lin Gao1∗ Yu-Kun Lai 3 Shihong Xia1∗ 1Beijing Key Laboratory of Mobile Computing and Pervasive Device…
Prepared for submission to JHEP Variational Autoencoders for New Physics Mining at the Large Hadron Collider Olmo Cerri,a Thong Q. Nguyen,a Maurizio Pierini,b Maria Spiropulua…
Variational Autoencoders Geometry of Data October 31 2019 Talking about this paper: Diederik Kingma and Max Welling Auto-Encoding Variational Bayes In International Conference…