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Adversarially Learned Inference

2 June 2016

Aaron Courville

Papers citing "Adversarially Learned Inference"

50 / 749 papers shown

Title
Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons Ligong Han Ruijiang Gao Mun Kim Xin Tao Bo Liu Dimitris N. Metaxas 52 14 0 21 Nov 2019
The Origins and Prevalence of Texture Bias in Convolutional Neural Networks Katherine L. Hermann Ting Chen Simon Kornblith CVBM 78 21 0 20 Nov 2019
GraphTER: Unsupervised Learning of Graph Transformation Equivariant Representations via Auto-Encoding Node-wise Transformations Xiang Gao Wei Hu Guo-Jun Qi 3DPC 88 44 0 19 Nov 2019
Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Linxiao Yang Ngai-Man Cheung SSL GAN 80 61 0 16 Nov 2019
Double cycle-consistent generative adversarial network for unsupervised conditional generation Fei Ding Feng Luo Yin Yang SyDa AI4CE 54 10 0 13 Nov 2019
Inference with Deep Generative Priors in High Dimensions Jillian R. Fisher Mojtaba Sahraee-Ardakan S. Rangan Zaid Harchaoui Yejin Choi BDL 67 47 0 08 Nov 2019
Biconditional Generative Adversarial Networks for Multiview Learning with Missing Views Anastasiia Doinychko Massih-Reza Amini GAN 54 2 0 05 Nov 2019
Improved BiGAN training with marginal likelihood equalization Pablo Sánchez-Martín Pablo Martínez Olmos Fernando Perez-Cruz GAN 33 2 0 04 Nov 2019
Generative Well-intentioned Networks J. Cosentino Jun Zhu AI4CE 39 2 0 28 Oct 2019
Exploiting GAN Internal Capacity for High-Quality Reconstruction of Natural Images Marco Pividori G. Grinblat Lucas C. Uzal GAN 51 3 0 26 Oct 2019
Seeing What a GAN Cannot Generate David Bau Jun-Yan Zhu Jonas Wulff William S. Peebles Hendrik Strobelt Bolei Zhou Antonio Torralba GAN 119 310 0 24 Oct 2019
KuroNet: Pre-Modern Japanese Kuzushiji Character Recognition with Deep Learning Tarin Clanuwat Alex Lamb A. Kitamoto 44 46 0 21 Oct 2019
Semi-supervised Learning using Adversarial Training with Good and Bad Samples Wenyuan Li Zichen Wang Yuguang Yue Jiayun Li W. Speier Mingyuan Zhou C. Arnold GAN 36 22 0 18 Oct 2019
SGD Learns One-Layer Networks in WGANs Qi Lei Jason D. Lee A. Dimakis C. Daskalakis GAN 80 35 0 15 Oct 2019
Prescribed Generative Adversarial Networks Adji Bousso Dieng Francisco J. R. Ruiz David M. Blei Michalis K. Titsias GAN DRL 80 62 0 09 Oct 2019
Improving Password Guessing via Representation Learning Dario Pasquini Ankit Gangwal G. Ateniese M. Bernaschi Mauro Conti OOD 75 73 0 09 Oct 2019
MIM: Mutual Information Machine M. Livne Kevin Swersky David J. Fleet DRL 47 6 0 08 Oct 2019
Stacked Wasserstein Autoencoder Wenju Xu Shawn Keshmiri Guanghui Wang BDL DiffM DRL 51 14 0 04 Oct 2019
Adversarial Colorization Of Icons Based On Structure And Color Conditions Tsai-Ho Sun Chien-Hsun Lai Sai-Keung Wong Yu-Shuen Wang GAN 87 33 0 03 Oct 2019
Unsupervised Projection Networks for Generative Adversarial Networks Daiyaan Arfeen Jesse Zhang GAN 21 0 0 30 Sep 2019
Implicit Discriminator in Variational Autoencoder Prateek Munjal Akanksha Paul N. C. Krishnan GAN DRL 31 13 0 28 Sep 2019
"Best-of-Many-Samples" Distribution Matching Apratim Bhattacharyya Mario Fritz Bernt Schiele GAN DRL 33 4 0 27 Sep 2019
Adversarial Deep Embedded Clustering: on a better trade-off between Feature Randomness and Feature Drift Nairouz Mrabah Mohamed Bouguessa Riadh Ksantini OOD 62 54 0 26 Sep 2019
High Fidelity Speech Synthesis with Adversarial Networks Mikolaj Binkowski Jeff Donahue Sander Dieleman Aidan Clark Erich Elsen Norman Casagrande Luis C. Cobo Karen Simonyan 309 240 0 25 Sep 2019
Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-quality Data for Training Chunpeng Wu W. Wen Yiran Chen H. Li GAN 76 2 0 25 Sep 2019
Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation Arna Ghosh Richard Y. Zhang P. Dokania Oliver Wang Alexei A. Efros Philip Torr Eli Shechtman VLM DiffM 109 132 0 24 Sep 2019
Multi-mapping Image-to-Image Translation via Learning Disentanglement Xiaoming Yu Yuanqi Chen Thomas H. Li Shan Liu Ge Li DRL 115 106 0 17 Sep 2019
Inducing Hierarchical Compositional Model by Sparsifying Generator Network X. Xing Tianfu Wu Song-Chun Zhu Ying Nian Wu OCL 31 0 0 10 Sep 2019
TorchGAN: A Flexible Framework for GAN Training and Evaluation Avik Pal Aniket Das 64 15 0 08 Sep 2019
Preserving Semantic and Temporal Consistency for Unpaired Video-to-Video Translation Kwanyong Park Sanghyun Woo Dahun Kim Donghyeon Cho In So Kweon VGen 71 40 0 21 Aug 2019
Sparse Generative Adversarial Network Shahin Mahdizadehaghdam Ashkan Panahi Hamid Krim GAN 64 32 0 20 Aug 2019
Image Synthesis From Reconfigurable Layout and Style Wei Sun Tianfu Wu 124 143 0 20 Aug 2019
Dual Adversarial Inference for Text-to-Image Synthesis Qicheng Lao Mohammad Havaei Ahmad Pesaranghader Francis Dutil Lisa Di-Jorio T. Fevens GAN 64 39 0 14 Aug 2019
GAN-Tree: An Incrementally Learned Hierarchical Generative Framework for Multi-Modal Data Distributions Jogendra Nath Kundu Maharshi Gor Dakshit Agrawal R. Venkatesh Babu GAN 74 11 0 11 Aug 2019
Semi-Supervised Self-Growing Generative Adversarial Networks for Image Recognition Haoqian Wang Zhiwei Xu Jun Xu Wangpeng An Lei Zhang Qionghai Dai GAN 52 8 0 11 Aug 2019
Attentive Normalization Xilai Li Wei Sun Tianfu Wu OOD ViT 89 32 0 04 Aug 2019
Variational f-divergence Minimization Mingtian Zhang Thomas Bird Raza Habib Tianlin Xu David Barber FedML 58 29 0 27 Jul 2019
Interpreting the Latent Space of GANs for Semantic Face Editing Yujun Shen Jinjin Gu Xiaoou Tang Bolei Zhou CVBM GAN 129 1,127 0 25 Jul 2019
GA-DAN: Geometry-Aware Domain Adaptation Network for Scene Text Detection and Recognition Fangneng Zhan Chuhui Xue Shijian Lu 83 82 0 23 Jul 2019
Towards Realistic Individual Recourse and Actionable Explanations in Black-Box Decision Making Systems Shalmali Joshi Oluwasanmi Koyejo Warut D. Vijitbenjaronk Been Kim Joydeep Ghosh FaML 86 188 0 22 Jul 2019
Bayesian Inference with Generative Adversarial Network Priors Dhruv V. Patel Assad A. Oberai GAN AI4CE 66 19 0 22 Jul 2019
Data Selection for training Semantic Segmentation CNNs with cross-dataset weak supervision Panagiotis Meletis Rob Romijnders Gijs Dubbelman 51 4 0 16 Jul 2019
AMAD: Adversarial Multiscale Anomaly Detection on High-Dimensional and Time-Evolving Categorical Data Zheng Gao Lin Guo Chi Ma Xiao Ma Kai Sun Hang Xiang Xiaoqiang Zhu Hongsong Li Xiaozhong Liu 26 5 0 12 Jul 2019
Multivariate-Information Adversarial Ensemble for Scalable Joint Distribution Matching Ziliang Chen Zhanfu Yang Xiaoxi Wang Xiaodan Liang Xiaopeng Yan Guanbin Li Liang Lin 46 6 0 08 Jul 2019
Twin Auxiliary Classifiers GAN Biwei Huang Yanwu Xu Chunyuan Li Kuncai Zhang Kayhan Batmanghelich 125 33 0 05 Jul 2019
Large Scale Adversarial Representation Learning Jeff Donahue Karen Simonyan SSL 141 545 0 04 Jul 2019
Semi-supervised Image Attribute Editing using Generative Adversarial Networks Y. Dogan H. Keles GAN 54 21 0 03 Jul 2019
SetGAN: Improving the stability and diversity of generative models through a permutation invariant architecture Alessandro Ferrero Shireen Y. Elhabian Ross T. Whitaker GAN 28 1 0 28 Jun 2019
A Survey on GANs for Anomaly Detection Federico Di Mattia P. Galeone M. D. Simoni Emanuele Ghelfi 101 129 0 27 Jun 2019
Exploring Self-Supervised Regularization for Supervised and Semi-Supervised Learning Phi Vu Tran SSL 53 16 0 25 Jun 2019