Auto-Encoding Variational Bayes

20 December 2013

Papers citing "Auto-Encoding Variational Bayes"

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Title
Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications Haowen Xu Wenxiao Chen Nengwen Zhao Zeyan Li Jiahao Bu ... Dan Pei Yang Feng Jie Chen Zhaogang Wang Honglin Qiao MLAU 38 802 0 12 Feb 2018
FlipDial: A Generative Model for Two-Way Visual Dialogue Daniela Massiceti N. Siddharth P. Dokania Philip Torr MLLM 35 41 0 11 Feb 2018
Black-box Variational Inference for Stochastic Differential Equations Tom Ryder Andrew Golightly A. Mcgough D. Prangle 22 57 0 09 Feb 2018
Recurrent Neural Network-Based Semantic Variational Autoencoder for Sequence-to-Sequence Learning Myeongjun Jang Seungwan Seo Pilsung Kang DRL 51 55 0 09 Feb 2018
Bitewing Radiography Semantic Segmentation Base on Conditional Generative Adversarial Nets Yun Jiang Ning Tan Hai Zhang T. Peng GAN MedIm AI4CE 15 2 0 07 Feb 2018
Improving Variational Encoder-Decoders in Dialogue Generation Xiaoyu Shen Hui Su Shuzi Niu Vera Demberg DRL 32 99 0 06 Feb 2018
Face Destylization Fatemeh Shiri Xin-Yao Yu Fatih Porikli Piotr Koniusz CVBM 18 14 0 05 Feb 2018
Dense 3D Object Reconstruction from a Single Depth View Bo Yang Stefano Rosa Andrew Markham Niki Trigoni Hongkai Wen GAN 3DV 19 115 0 01 Feb 2018
Deep Learning of Nonnegativity-Constrained Autoencoders for Enhanced Understanding of Data B. Ayinde J. Zurada 28 55 0 31 Jan 2018
Fast cosmic web simulations with generative adversarial networks Andrés C. Rodríguez T. Kacprzak Aurelien Lucchi A. Amara R. Sgier J. Fluri Thomas Hofmann Alexandre Réfrégier GAN AI4CE 21 89 0 27 Jan 2018
Symbol Emergence in Cognitive Developmental Systems: a Survey T. Taniguchi Emre Ugur Matej Hoffmann L. Jamone Takayuki Nagai ... Toshihiko Matsuka N. Iwahashi Erhan Öztop J. Piater F. Worgotter 28 90 0 26 Jan 2018
Gaussian variational approximation for high-dimensional state space models M. Quiroz David J. Nott Robert Kohn 29 40 0 24 Jan 2018
Estimating Heterogeneous Consumer Preferences for Restaurants and Travel Time Using Mobile Location Data Susan Athey David M. Blei Rob Donnelly Francisco J. R. Ruiz Tobias Schmidt 25 66 0 22 Jan 2018
Decoupled Learning for Conditional Adversarial Networks Zhifei Zhang Yang Song Hairong Qi 38 22 0 21 Jan 2018
Multi-Objective De Novo Drug Design with Conditional Graph Generative Model Yibo Li L. Zhang Zhenming Liu 43 335 0 18 Jan 2018
Learning Deep Features for One-Class Classification Pramuditha Perera Vishal M. Patel 25 368 0 16 Jan 2018
Topic Modeling on Health Journals with Regularized Variational Inference Robert Giaquinto A. Banerjee 30 6 0 15 Jan 2018
Can Computers Create Art? Aaron Hertzmann 29 148 0 13 Jan 2018
Deep learning for determining a near-optimal topological design without any iteration Yonggyun Yu Taeil Hur Jaeho Jung I. Jang 3DV 19 289 0 13 Jan 2018
Inference Suboptimality in Variational Autoencoders Chris Cremer Xuechen Li David Duvenaud DRL BDL 33 280 0 10 Jan 2018
eCommerceGAN : A Generative Adversarial Network for E-commerce Ashutosh Kumar Arijit Biswas Subhajit Sanyal GAN 18 31 0 10 Jan 2018
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis W. Chen James Hays GAN 28 305 0 09 Jan 2018
Face Synthesis from Visual Attributes via Sketch using Conditional VAEs and GANs Xing Di Vishal M. Patel CVBM GAN 39 36 0 30 Dec 2017
The Robust Manifold Defense: Adversarial Training using Generative Models A. Jalal Andrew Ilyas C. Daskalakis A. Dimakis AAML 31 174 0 26 Dec 2017
Geometrical Insights for Implicit Generative Modeling Léon Bottou Martín Arjovsky David Lopez-Paz Maxime Oquab 32 49 0 21 Dec 2017
Deep generative models of genetic variation capture mutation effects Adam J. Riesselman John Ingraham D. Marks DRL BDL 21 23 0 18 Dec 2017
Semantic Visual Localization Johannes L. Schonberger Marc Pollefeys Andreas Geiger Torsten Sattler 41 258 0 15 Dec 2017
Concept Formation and Dynamics of Repeated Inference in Deep Generative Models Yoshihiro Nagano Ryo Karakida M. Okada DiffM DRL 27 0 0 12 Dec 2017
Transportation analysis of denoising autoencoders: a novel method for analyzing deep neural networks Sho Sonoda Noboru Murata 16 8 0 12 Dec 2017
Neural Component Analysis for Fault Detection Haitao Zhao 23 45 0 12 Dec 2017
Generalized Zero-Shot Learning via Synthesized Examples Vinay Kumar Verma Gundeep Arora Ashish Mishra Piyush Rai 36 449 0 11 Dec 2017
Music Generation by Deep Learning - Challenges and Directions Jean-Pierre Briot F. Pachet MGen 43 126 0 09 Dec 2017
NAG: Network for Adversary Generation Konda Reddy Mopuri Utkarsh Ojha Utsav Garg R. Venkatesh Babu AAML 24 144 0 09 Dec 2017
Learning to Write Stylized Chinese Characters by Reading a Handful of Examples D. Sun Tongzheng Ren Chongxun Li Hang Su Jun Zhu 29 87 0 06 Dec 2017
A trans-disciplinary review of deep learning research for water resources scientists Chaopeng Shen AI4CE 33 682 0 06 Dec 2017
Faithful Inversion of Generative Models for Effective Amortized Inference Stefan Webb Adam Goliñski R. Zinkov Siddharth Narayanaswamy Tom Rainforth Yee Whye Teh Frank Wood TPM 51 46 0 01 Dec 2017
Deformable Shape Completion with Graph Convolutional Autoencoders Or Litany A. Bronstein M. Bronstein A. Makadia 31 222 0 01 Dec 2017
Label Efficient Learning of Transferable Representations across Domains and Tasks Zelun Luo Yuliang Zou Judy Hoffman Li Fei-Fei 39 275 0 30 Nov 2017
Toward Multimodal Image-to-Image Translation Jun-Yan Zhu Richard Y. Zhang Deepak Pathak Trevor Darrell Alexei A. Efros Oliver Wang Eli Shechtman 66 1,344 0 30 Nov 2017
Convolutional Networks with Adaptive Inference Graphs Andreas Veit Serge J. Belongie OOD GNN 44 382 0 30 Nov 2017
Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation Christopher Tegho Paweł Budzianowski Milica Gasic 24 8 0 30 Nov 2017
AttGAN: Facial Attribute Editing by Only Changing What You Want Zhenliang He W. Zuo Meina Kan Shiguang Shan Xilin Chen GAN CVBM 47 701 0 29 Nov 2017
TensorFlow Distributions Joshua V. Dillon I. Langmore Dustin Tran E. Brevdo Srinivas Vasudevan David A. Moore Brian Patton Alexander A. Alemi Matt Hoffman Rif A. Saurous GP 46 346 0 28 Nov 2017
Predictive Learning: Using Future Representation Learning Variantial Autoencoder for Human Action Prediction Runsheng Yu Zhenyu Shi Qiongxiong Ma Laiyun Qing 3DH DRL 31 4 0 25 Nov 2017
Continuous Semantic Topic Embedding Model Using Variational Autoencoder Namkyu Jung H. Choi 3DV BDL 14 8 0 24 Nov 2017
Variational Encoding of Complex Dynamics Carlos X. Hernández H. Wayment-Steele Mohammad M. Sultan B. Husic Vijay S. Pande AI4CE 30 138 0 23 Nov 2017
The Riemannian Geometry of Deep Generative Models Hang Shao Abhishek Kumar P. T. Fletcher DRL 19 179 0 21 Nov 2017
Adversarial Network Embedding Quanyu Dai Qiang Li Jian Tang Dan Wang GNN GAN 43 221 0 21 Nov 2017
Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space Liwei Wang A. Schwing Svetlana Lazebnik CoGe 37 175 0 19 Nov 2017
Scalable Recollections for Continual Lifelong Learning Matthew D Riemer Tim Klinger Djallel Bouneffouf M. Franceschini CLL 24 62 0 17 Nov 2017