Information Constraints on Auto-Encoding Variational Bayes

Information Constraints on Auto-Encoding Variational Bayes

22 May 2018

Michael I. Jordan

Papers citing "Information Constraints on Auto-Encoding Variational Bayes"

13 / 13 papers shown

Title
Long-term Causal Effects Estimation via Latent Surrogates Representation Learning Ruichu Cai Weilin Chen Zeqin Yang Shu Wan Chen Zheng Xiaoqing Yang Jiecheng Guo CML BDL 40 12 0 09 Aug 2022
Leveraging Relational Information for Learning Weakly Disentangled Representations Andrea Valenti D. Bacciu CoGe DRL 40 5 0 20 May 2022
Disentangled Spatiotemporal Graph Generative Models Yuanqi Du Xiaojie Guo Hengning Cao Yanfang Ye Liang Zhao 33 21 0 28 Feb 2022
Moment Matching Deep Contrastive Latent Variable Models Ethan Weinberger Nicasia Beebe-Wang Su-In Lee 31 16 0 21 Feb 2022
Unsupervised Disentanglement without Autoencoding: Pitfalls and Future Directions Andrea Burns Aaron Sarna Dilip Krishnan Aaron Maschinot CoGe DRL SSL 50 4 0 14 Aug 2021
Disentangling semantic features of macromolecules in Cryo-Electron Tomography Kai Yi Jianye Pang Yungeng Zhang Xiangrui Zeng Min Xu 21 1 0 27 Jun 2021
Robust Classification under Class-Dependent Domain Shift T. Galstyan Hrant Khachatrian Greg Ver Steeg Aram Galstyan OOD 13 2 0 10 Jul 2020
Interpretable Deep Graph Generation with Node-Edge Co-Disentanglement Xiaojie Guo Liang Zhao Zhao Qin Lingfei Wu Amarda Shehu Yanfang Ye CoGe DRL 43 46 0 09 Jun 2020
Generating Tertiary Protein Structures via an Interpretative Variational Autoencoder Xiaojie Guo Yuanqi Du Sivani Tadepalli Liang Zhao Amarda Shehu DRL 30 26 0 08 Apr 2020
Estimation of Orientation and Camera Parameters from Cryo-Electron Microscopy Images with Variational Autoencoders and Generative Adversarial Networks Nina Miolane Frédéric Poitevin Yee-Ting Li S. Holmes 3DV 16 23 0 19 Nov 2019
Conditional out-of-sample generation for unpaired data using trVAE M. Lotfollahi Mohsen Naghipourfar Fabian J. Theis F. A. Wolf GAN ViT DRL 24 19 0 04 Oct 2019
Theory and Evaluation Metrics for Learning Disentangled Representations Kien Do T. Tran CoGe DRL 21 93 0 26 Aug 2019
Disentangling and Learning Robust Representations with Natural Clustering Javier Antorán A. Miguel CoGe OOD CML DRL 27 19 0 27 Jan 2019