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Adversarially Learned Inference

2 June 2016

Aaron Courville

Papers citing "Adversarially Learned Inference"

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Title
Unsupervised State Representation Learning in Atari Ankesh Anand Evan Racah Sherjil Ozair Yoshua Bengio Marc-Alexandre Côté R. Devon Hjelm SSL 164 255 0 19 Jun 2019
Disentangled Inference for GANs with Latently Invertible Autoencoder Jiapeng Zhu Deli Zhao Bo Zhang Bolei Zhou GAN DRL 109 35 0 19 Jun 2019
Learning Generalized Transformation Equivariant Representations via Autoencoding Transformations Guo-Jun Qi Liheng Zhang Tianlin Li OOD 79 39 0 19 Jun 2019
Generative Adversarial Networks are Special Cases of Artificial Curiosity (1990) and also Closely Related to Predictability Minimization (1991) J. Schmidhuber GAN DRL 110 57 0 11 Jun 2019
Online Object Representations with Contrastive Learning Soren Pirk Mohi Khansari Yunfei Bai Corey Lynch P. Sermanet SSL 72 35 0 10 Jun 2019
Learning Clustered Representation for Complex Free Energy Landscapes Jun Zhang Yao-Kun Lei X. Che Zhen Zhang Yue Yang Y. Gao FedML 21 0 0 07 Jun 2019
An Introduction to Variational Autoencoders Diederik P. Kingma Max Welling BDL SSL DRL 235 2,385 0 06 Jun 2019
DualDis: Dual-Branch Disentangling with Adversarial Learning Thomas Robert Nicolas Thome Matthieu Cord CoGe DRL 73 4 0 03 Jun 2019
Coupled VAE: Improved Accuracy and Robustness of a Variational Autoencoder Shichen Cao Jingjing Li Kenric P. Nelson Mark A. Kon BDL DRL 59 16 0 03 Jun 2019
On the Fairness of Disentangled Representations Francesco Locatello G. Abbati Tom Rainforth Stefan Bauer Bernhard Schölkopf Olivier Bachem FaML DRL 81 227 0 31 May 2019
Batch weight for domain adaptation with mass shift Mikolaj Binkowski R. Devon Hjelm Aaron Courville GAN OOD 54 11 0 29 May 2019
Semi-Implicit Generative Model Mingzhang Yin Mingyuan Zhou VLM GAN 61 3 0 29 May 2019
Image-to-Image Translation with Multi-Path Consistency Regularization Jianxin Lin Yingce Xia Yijun Wang Tao Qin Zhibo Chen 86 18 0 29 May 2019
JGAN: A Joint Formulation of GAN for Synthesizing Images and Labels Minje Park VLM GAN 40 3 0 28 May 2019
A Plug-in Method for Representation Factorization in Connectionist Models Jee Seok Yoon Wonjun Ko Heung-Il Suk 50 1 0 27 May 2019
Unsupervised Learning of Anomaly Detection from Contaminated Image Data using Simultaneous Encoder Training Amanda Berg Jörgen Ahlberg Michael Felsberg 54 28 0 27 May 2019
Adversarial Learned Molecular Graph Inference and Generation Sebastian Polsterl Christian Wachinger GAN 122 7 0 24 May 2019
Generative Imputation and Stochastic Prediction Mohammad Kachuee Kimmo Karkkainen Orpaz Goldstein Sajad Darabi Majid Sarrafzadeh 82 24 0 22 May 2019
Toward Learning a Unified Many-to-Many Mapping for Diverse Image Translation Wenju Xu Shawn Keshmiri Guanghui Wang GAN 71 54 0 21 May 2019
Variational Hetero-Encoder Randomized GANs for Joint Image-Text Modeling Hao Zhang Bo Chen Long Tian Zhengjue Wang Mingyuan Zhou DRL 67 7 0 18 May 2019
ReshapeGAN: Object Reshaping by Providing A Single Reference Image Ziqiang Zheng Yang Wu Zhibin Yu Yang Yang Haiyong Zheng T. Kanade GAN 48 0 0 16 May 2019
Game Theoretic Optimization via Gradient-based Nikaido-Isoda Function A. Raghunathan A. Cherian Devesh K. Jha 58 21 0 15 May 2019
An Improved Self-supervised GAN via Adversarial Training Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Ngai-Man Cheung SSL GAN 61 14 0 14 May 2019
Multi-class Novelty Detection Using Mix-up Technique Supritam Bhattacharjee Devraj Mandal Soma Biswas 115 14 0 11 May 2019
A critical analysis of self-supervision, or what we can learn from a single image Yuki M. Asano Christian Rupprecht Andrea Vedaldi SSL 93 146 0 30 Apr 2019
Capturing human categorization of natural images at scale by combining deep networks and cognitive models Ruairidh M. Battleday Joshua C. Peterson Thomas Griffiths 46 13 0 26 Apr 2019
TextKD-GAN: Text Generation using KnowledgeDistillation and Generative Adversarial Networks Md. Akmal Haidar Mehdi Rezagholizadeh 92 52 0 23 Apr 2019
Analyzing the benefits of communication channels between deep learning models Philippe Lacaille 34 0 0 19 Apr 2019
Latent Code and Text-based Generative Adversarial Networks for Soft-text Generation Md. Akmal Haidar Mehdi Rezagholizadeh Alan Do-Omri Ahmad Rashid GAN 63 15 0 15 Apr 2019
Towards Photographic Image Manipulation with Balanced Growing of Generative Autoencoders Ari Heljakka Arno Solin Arno Solin DRL CVBM 81 15 0 12 Apr 2019
An Introduction to Person Re-identification with Generative Adversarial Networks Hamed Alqahtani Manolya Kavakli-Thorne Charles Z. Liu GAN 33 4 0 12 Apr 2019
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature Mang Ye Xu-Yao Zhang PongChi Yuen Shih-Fu Chang SSL 104 581 0 06 Apr 2019
COCO-GAN: Generation by Parts via Conditional Coordinating Chieh Hubert Lin Chia-Che Chang Yu-Sheng Chen Da-Cheng Juan Wei Wei Hwann-Tzong Chen 99 136 0 30 Mar 2019
Wasserstein Dependency Measure for Representation Learning Sherjil Ozair Corey Lynch Yoshua Bengio Aaron van den Oord Sergey Levine P. Sermanet SSL DRL 146 119 0 28 Mar 2019
Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods Guo-Jun Qi Jiebo Luo SSL 61 246 0 27 Mar 2019
AVT: Unsupervised Learning of Transformation Equivariant Representations by Autoencoding Variational Transformations Guo-Jun Qi Liheng Zhang Chang Wen Chen Qi Tian DRL 67 42 0 23 Mar 2019
Generative Adversarial Networks: recent developments M. Zamorski Adrian Zdobylak Maciej Ziȩba J. Swiatek GAN 40 15 0 16 Mar 2019
Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis Qi Mao Hsin-Ying Lee Hung-Yu Tseng Siwei Ma Ming-Hsuan Yang GAN 102 408 0 13 Mar 2019
Interpolation Consistency Training for Semi-Supervised Learning Vikas Verma Kenji Kawaguchi Alex Lamb Arno Solin Arno Solin Yoshua Bengio David Lopez-Paz 146 779 0 09 Mar 2019
Statistically-informed deep learning for gravitational wave parameter estimation Hongyu Shen Eliu A. Huerta É. O’Shea Prayush Kumar Zhizhen Zhao 85 34 0 05 Mar 2019
O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks Jianlin Su GAN 52 19 0 05 Mar 2019
Robot Learning via Human Adversarial Games Jiali Duan Qian Wang Lerrel Pinto C.-C. Jay Kuo Stefanos Nikolaidis AAML SSL 40 7 0 02 Mar 2019
Deep Generative Design: Integration of Topology Optimization and Generative Models Sangeun Oh Yongsu Jung Seongsin Kim Ikjin Lee Namwoo Kang AI4CE 28 0 0 01 Mar 2019
TraVeLGAN: Image-to-image Translation by Transformation Vector Learning Matthew Amodio Smita Krishnaswamy GAN 124 108 0 25 Feb 2019
Learning about an exponential amount of conditional distributions Mohamed Ishmael Belghazi Maxime Oquab Yann LeCun David Lopez-Paz BDL SSL 66 28 0 22 Feb 2019
Label-Removed Generative Adversarial Networks Incorporating with K-Means Ce Wang Zhangling Chen Kun Shang GAN 33 25 0 19 Feb 2019
Adversarially Approximated Autoencoder for Image Generation and Manipulation Wenju Xu Shawn Keshmiri Guanghui Wang GAN 96 72 0 14 Feb 2019
Rethinking Generative Mode Coverage: A Pointwise Guaranteed Approach Peilin Zhong Yuchen Mo Chang Xiao Pengyu Chen Changxi Zheng 53 5 0 13 Feb 2019
Exploring Explicit Domain Supervision for Latent Space Disentanglement in Unpaired Image-to-Image Translation Jianxin Lin Zhibo Chen Yingce Xia Sen Liu Tao Qin Jiebo Luo GAN 89 50 0 11 Feb 2019
Mode Collapse and Regularity of Optimal Transportation Maps Na Lei Yang Guo Dongsheng An Xin Qi Zhongxuan Luo S. Yau X. Gu OT 59 28 0 08 Feb 2019