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Adversarially Learned Inference

2 June 2016

Aaron Courville

Papers citing "Adversarially Learned Inference"

50 / 749 papers shown

Title
Decomposed Adversarial Learned Inference Alexander Hanbo Li Yaqing Wang Changyou Chen Jing Gao DRL 45 4 0 21 Apr 2020
Extending Unsupervised Neural Image Compression With Supervised Multitask Learning David Tellez D. Höppener Cornelis Verhoef D. Grünhagen Pieter M H Nierop M. Drozdzal Jeroen van der Laak F. Ciompi MedIm 65 31 0 15 Apr 2020
Gradients as Features for Deep Representation Learning Fangzhou Mu Yingyu Liang Yin Li OOD 68 38 0 12 Apr 2020
Towards GANs' Approximation Ability Xuejiao Liu Yao Xu Xueshuang Xiang 28 1 0 10 Apr 2020
Adversarial Latent Autoencoders Stanislav Pidhorskyi Donald Adjeroh Gianfranco Doretto GAN DRL 97 261 0 09 Apr 2020
Multimodal Image Synthesis with Conditional Implicit Maximum Likelihood Estimation Ke Li Shichong Peng Tianhao Zhang Jitendra Malik GAN 52 23 0 07 Apr 2020
Guided Variational Autoencoder for Disentanglement Learning Zheng Ding Yifan Xu Weijian Xu Gaurav Parmar Yang Yang Max Welling Zhuowen Tu DRL CoGe 63 109 0 02 Apr 2020
DOPS: Learning to Detect 3D Objects and Predict their 3D Shapes Mahyar Najibi Guangda Lai Abhijit Kundu Zhichao Lu V. Rathod Thomas Funkhouser C. Pantofaru David A. Ross L. Davis Alireza Fathi 3DPC 92 49 0 02 Apr 2020
In-Domain GAN Inversion for Real Image Editing Jiapeng Zhu Yujun Shen Deli Zhao Bolei Zhou DiffM 145 643 0 31 Mar 2020
Augmenting Colonoscopy using Extended and Directional CycleGAN for Lossy Image Translation Shawn Mathew Saad Nadeem Sruti Kumari Arie Kaufman 94 50 0 27 Mar 2020
Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis Wei Sun Tianfu Wu 97 84 0 25 Mar 2020
ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation Sharon Fogel Hadar Averbuch-Elor S. Cohen Shai Mazor R. Litman GAN 167 115 0 23 Mar 2020
Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images using a View-based Representation Sai Rajeswar Fahim Mannan Florian Golemo Jérôme Parent-Lévesque David Vazquez Derek Nowrouzezahrai Aaron Courville 3DV 77 11 0 23 Mar 2020
Latent Space Roadmap for Visual Action Planning of Deformable and Rigid Object Manipulation M. Lippi Petra Poklukar Michael C. Welle Anastasiia Varava Hang Yin Alessandro Marino Danica Kragic 108 58 0 19 Mar 2020
Autoencoders Dor Bank Noam Koenigstein Raja Giryes HAI 36 0 0 12 Mar 2020
Guided Generative Adversarial Neural Network for Representation Learning and High Fidelity Audio Generation using Fewer Labelled Audio Data Kazi Nazmul Haque R. Rana John H. L. Hansen Björn Schuller GAN 67 3 0 05 Mar 2020
Bidirectional Generative Modeling Using Adversarial Gradient Estimation Xinwei Shen Tong Zhang Kani Chen GAN 55 9 0 21 Feb 2020
Class-Imbalanced Semi-Supervised Learning Minsung Hyun Jisoo Jeong Nojun Kwak 60 49 0 17 Feb 2020
Real or Not Real, that is the Question Yuanbo Xiangli Yubin Deng Bo Dai Chen Change Loy Dahua Lin GAN 135 47 0 12 Feb 2020
Subspace Capsule Network Marzieh Edraki Nazanin Rahnavard M. Shah 101 35 0 07 Feb 2020
Memory Augmented Generative Adversarial Networks for Anomaly Detection Ziyi Yang Teng Zhang I. S. Bozchalooi Eric F. Darve GAN 36 26 0 07 Feb 2020
Adversarial Code Learning for Image Generation Jiangbo Yuan Bing Wu Wanying Ding Q. Ping Zhendong Yu GAN 32 0 0 30 Jan 2020
Unsupervised Anomaly Detection for X-Ray Images Diana Davletshina Valentyn Melnychuk Viet Tran Hitansh Singla M. Berrendorf Evgeniy Faerman Michael Fromm Matthias Schubert 54 29 0 29 Jan 2020
Toward a Controllable Disentanglement Network Zengjie Song Oluwasanmi Koyejo Jiangshe Zhang DRL 41 3 0 22 Jan 2020
Optimizing Generative Adversarial Networks for Image Super Resolution via Latent Space Regularization Shengzhou Zhong Shi-Yi Zhou GAN 32 2 0 22 Jan 2020
From abstract items to latent spaces to observed data and back: Compositional Variational Auto-Encoder Victor Berger Michèle Sebag BDL CoGe DRL OCL 19 0 0 22 Jan 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 109 846 0 20 Jan 2020
Regularized Cycle Consistent Generative Adversarial Network for Anomaly Detection Ziyi Yang I. S. Bozchalooi Eric F. Darve GAN 50 11 0 18 Jan 2020
Can Giraffes Become Birds? An Evaluation of Image-to-image Translation for Data Generation Daniel V. Ruiz Gabriel Salomon E. Todt 59 7 0 10 Jan 2020
microbatchGAN: Stimulating Diversity with Multi-Adversarial Discrimination Gonçalo Mordido Haojin Yang Christoph Meinel 51 22 0 10 Jan 2020
PMC-GANs: Generating Multi-Scale High-Quality Pedestrian with Multimodal Cascaded GANs Jie Wu Ying Peng Chenghao Zheng Zongbo Hao Jian Zhang GAN 57 5 0 30 Dec 2019
Learning Controllable Disentangled Representations with Decorrelation Regularization Zengjie Song Oluwasanmi Koyejo Jiangshe Zhang 47 1 0 25 Dec 2019
Learning Improved Representations by Transferring Incomplete Evidence Across Heterogeneous Tasks Athanasios Davvetas I. Klampanos 30 0 0 22 Dec 2019
Deep Automodulators Ari Heljakka Wenshuai Zhao Arno Solin Arno Solin 129 5 0 21 Dec 2019
Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions Zhenyi Wang Ping Yu Yang Zhao Ruiyi Zhang Yufan Zhou Junsong Yuan Changyou Chen 70 56 0 21 Dec 2019
Triple Generative Adversarial Networks Chongxuan Li Kun Xu Jiashuo Liu Jun Zhu Bo Zhang GAN 85 43 0 20 Dec 2019
Adversarial Representation Active Learning A. Mottaghi Serena Yeung VLM GAN 71 29 0 20 Dec 2019
Adversarial symmetric GANs: bridging adversarial samples and adversarial networks Faqiang Liu M. Xu Guoqi Li Jing Pei Luping Shi R. Zhao AAML GAN 36 11 0 20 Dec 2019
MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking Rushil Anirudh Jayaraman J. Thiagarajan B. Kailkhura T. Bremer AAML 69 44 0 16 Dec 2019
Image Processing Using Multi-Code GAN Prior Jinjin Gu Yujun Shen Bolei Zhou GAN 92 319 0 15 Dec 2019
Joint Learning of Generative Translator and Classifier for Visually Similar Classes ByungIn Yoo Tristan Sylvain Yoshua Bengio Junmo Kim 50 3 0 15 Dec 2019
Multimodal Generative Models for Compositional Representation Learning Mike Wu Noah D. Goodman GAN DRL 97 17 0 11 Dec 2019
cGANs with Multi-Hinge Loss Ilya Kavalerov W. Czaja Rama Chellappa GAN AI4CE 73 23 0 09 Dec 2019
Neural Wireframe Renderer: Learning Wireframe to Image Translations Yuan Xue Zihan Zhou Xiaolei Huang 3DV 44 0 0 09 Dec 2019
Distribution-induced Bidirectional Generative Adversarial Network for Graph Representation Learning Shuai Zheng Zhenfeng Zhu Xingxing Zhang Zhizhe Liu Jian Cheng Yao-Min Zhao OOD GAN 67 33 0 04 Dec 2019
Adaptive Divergence for Rapid Adversarial Optimization M. Borisyak T. Gaintseva Andrey Ustyuzhanin 36 0 0 01 Dec 2019
AttentionGAN: Unpaired Image-to-Image Translation using Attention-Guided Generative Adversarial Networks Hao Tang Hong Liu Dan Xu Philip Torr N. Sebe GAN 117 214 0 27 Nov 2019
MixNMatch: Multifactor Disentanglement and Encoding for Conditional Image Generation Yuheng Li Krishna Kumar Singh Utkarsh Ojha Yong Jae Lee CoGe 53 77 0 26 Nov 2019
Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference Wei-An Lin Yogesh Balaji Pouya Samangouei Rama Chellappa 61 6 0 23 Nov 2019
Patch-level Neighborhood Interpolation: A General and Effective Graph-based Regularization Strategy Ke Sun Bin Yu Zhouchen Lin Zhanxing Zhu 132 5 0 21 Nov 2019