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Adversarially Learned Inference

2 June 2016

Aaron Courville

Papers citing "Adversarially Learned Inference"

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Title
LocTex: Learning Data-Efficient Visual Representations from Localized Textual Supervision Zhijian Liu Simon Stent Jie Li John Gideon Song Han VLM 106 10 0 26 Aug 2021
DRB-GAN: A Dynamic ResBlock Generative Adversarial Network for Artistic Style Transfer Wenju Xu Chengjiang Long Ruisheng Wang Guanghui Wang GAN 112 82 0 17 Aug 2021
Alleviating Mode Collapse in GAN via Diversity Penalty Module Sen Pei Richard Yi Da Xu Shiming Xiang Gaofeng Meng 36 1 0 05 Aug 2021
Self-Supervised Learning for Fine-Grained Image Classification Farha Al Breiki Muhammad Ridzuan Rushali Grandhe SSL 79 6 0 29 Jul 2021
Discriminative-Generative Representation Learning for One-Class Anomaly Detection X. Xia Xizhou Pan Xing He Jingfei Zhang Ning Ding Lin Ma 64 4 0 27 Jul 2021
Belief Propagation as Diffusion Yael Fregier 54 12 0 26 Jul 2021
FoleyGAN: Visually Guided Generative Adversarial Network-Based Synchronous Sound Generation in Silent Videos Sanchita Ghose John J. Prevost GAN 59 26 0 20 Jul 2021
MCL-GAN: Generative Adversarial Networks with Multiple Specialized Discriminators Jinyoung Choi Bohyung Han 89 18 0 15 Jul 2021
Towards Unsupervised Domain Generalization Xingxuan Zhang Linjun Zhou Renzhe Xu Peng Cui Zheyan Shen Haoxin Liu OOD AI4CE 95 51 0 13 Jul 2021
Force-in-domain GAN inversion Guangjie Leng Yekun Zhu Zhi-Qin John Xu GAN 38 0 0 13 Jul 2021
InfoVAEGAN : learning joint interpretable representations by information maximization and maximum likelihood Fei Ye A. Bors GAN DRL 44 15 0 09 Jul 2021
Lifelong Mixture of Variational Autoencoders Fei Ye A. Bors DRL 49 27 0 09 Jul 2021
Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning Bianli Du Xiang Gao Wei Hu Xin Li 3DPC SSL 79 82 0 05 Jul 2021
A Survey on Adversarial Image Synthesis William Roy Glen Kelly R. Leer Frederick Ricardo GAN 71 3 0 30 Jun 2021
On the Generative Utility of Cyclic Conditionals Chang-Shu Liu Haoyue Tang Tao Qin Jintao Wang Tie-Yan Liu 82 3 0 30 Jun 2021
Differential Morph Face Detection using Discriminative Wavelet Sub-bands Baaria Chaudhary Poorya Aghdaie Sobhan Soleymani J. Dawson Nasser M. Nasrabadi CVBM 92 25 0 24 Jun 2021
Symmetric Wasserstein Autoencoders S. Sun Hong Guo DiffM GAN 46 0 0 24 Jun 2021
Cascading Modular Network (CAM-Net) for Multimodal Image Synthesis Shichong Peng Alireza Moazeni Ke Li GAN 66 0 0 16 Jun 2021
D2C: Diffusion-Denoising Models for Few-shot Conditional Generation Abhishek Sinha Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 135 121 0 12 Jun 2021
Stein Latent Optimization for Generative Adversarial Networks Uiwon Hwang Heeseung Kim Dahuin Jung Hyemi Jang Hyungyu Lee Sungroh Yoon GAN 119 2 0 09 Jun 2021
Generative Models as a Data Source for Multiview Representation Learning Ali Jahanian Xavier Puig Yonglong Tian Phillip Isola 99 129 0 09 Jun 2021
On Training Sample Memorization: Lessons from Benchmarking Generative Modeling with a Large-scale Competition C. Bai Hsuan-Tien Lin Colin Raffel Wendy Kan 48 35 0 06 Jun 2021
Hierarchical Video Generation for Complex Data Lluis Castrejon Nicolas Ballas Aaron Courville VGen 69 4 0 04 Jun 2021
The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider T. Aarrestad M. Beekveld M. Bona A. Boveia S. Caron ... M. White E. Wulff E. Wallin K. Wozniak Z. Zhang 95 83 0 28 May 2021
Privacy Inference Attacks and Defenses in Cloud-based Deep Neural Network: A Survey Xiaoyu Zhang Chao Chen Yi Xie Xiaofeng Chen Jun Zhang Yang Xiang FedML 58 7 0 13 May 2021
Curious Representation Learning for Embodied Intelligence Yilun Du Chuang Gan Phillip Isola SSL LM&Ro 172 40 0 03 May 2021
Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing Hyunsu Kim Yunjey Choi Junho Kim S. Yoo Youngjung Uh 86 148 0 30 Apr 2021
StEP: Style-based Encoder Pre-training for Multi-modal Image Synthesis Moustafa Meshry Yixuan Ren L. Davis Abhinav Shrivastava 35 11 0 14 Apr 2021
Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization Daiqing Li Junlin Yang Karsten Kreis Antonio Torralba Sanja Fidler GAN MedIm 112 189 0 12 Apr 2021
Protein sequence design with deep generative models Zachary Wu Kadina E. Johnston F. Arnold Kevin Kaichuang Yang 86 142 0 09 Apr 2021
SiT: Self-supervised vIsion Transformer Sara Atito Ali Ahmed Muhammad Awais J. Kittler ViT 116 139 0 08 Apr 2021
Creativity and Machine Learning: A Survey Giorgio Franceschelli Mirco Musolesi VLM AI4CE 129 43 0 06 Apr 2021
Training Deep Normalizing Flow Models in Highly Incomplete Data Scenarios with Prior Regularization Edgar A. Bernal 41 1 0 03 Apr 2021
Partition-Guided GANs Mohammadreza Armandpour A. Sadeghian Chunyuan Li Mingyuan Zhou GAN 103 19 0 02 Apr 2021
In&Out : Diverse Image Outpainting via GAN Inversion Yen-Chi Cheng C. Lin Hsin-Ying Lee Jian Ren Sergey Tulyakov Ming-Hsuan Yang DiffM 67 70 0 01 Apr 2021
Linear Semantics in Generative Adversarial Networks Jianjin Xu Changxi Zheng GAN 65 36 0 01 Apr 2021
Generative Minimization Networks: Training GANs Without Competition Paulina Grnarova Yannic Kilcher Kfir Y. Levy Aurelien Lucchi Thomas Hofmann GAN 37 6 0 23 Mar 2021
Bayesian Distributional Policy Gradients Luchen Li A. Faisal BDL OffRL 69 9 0 20 Mar 2021
Using latent space regression to analyze and leverage compositionality in GANs Lucy Chai Jonas Wulff Phillip Isola GAN 105 76 0 18 Mar 2021
Glioblastoma Multiforme Prognosis: MRI Missing Modality Generation, Segmentation and Radiogenomic Survival Prediction Mobarakol Islam Navodini Wijethilake Hongliang Ren 65 33 0 17 Mar 2021
Adversarial Graph Disentanglement Shuai Zheng Zhenfeng Zhu Zhizhe Liu Shuiwang Ji Yao Zhao 66 10 0 12 Mar 2021
Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis Jiaye Teng Weiran Huang Haowei He SSL 87 12 0 05 Mar 2021
A Survey on Deep Semi-supervised Learning Xiangli Yang Zixing Song Irwin King Zenglin Xu 116 594 0 28 Feb 2021
A Brief Introduction to Generative Models Alex Lamb GAN VLM 85 16 0 27 Feb 2021
MIND: Inductive Mutual Information Estimation, A Convex Maximum-Entropy Copula Approach Yves-Laurent Kom Samo 40 8 0 25 Feb 2021
Unsupervised Brain Anomaly Detection and Segmentation with Transformers W. H. Pinaya Petru-Daniel Tudosiu Robert J. Gray G. Rees P. Nachev Sebastien Ourselin M. Jorge Cardoso ViT MedIm 72 61 0 23 Feb 2021
Defuse: Harnessing Unrestricted Adversarial Examples for Debugging Models Beyond Test Accuracy Dylan Slack N. Rauschmayr K. Kenthapadi AAML 55 2 0 11 Feb 2021
Modeling the Hallucinating Brain: A Generative Adversarial Framework M. Zareh M. Manshaei Sayed Jalal Zahabi GAN 8 1 0 09 Feb 2021
DetCo: Unsupervised Contrastive Learning for Object Detection Enze Xie Jian Ding Wenhai Wang Xiaohang Zhan Hang Xu Peize Sun Zhenguo Li Ping Luo 101 325 0 09 Feb 2021
Self-supervised driven consistency training for annotation efficient histopathology image analysis C. Srinidhi Seung Wook Kim Fu-Der Chen Anne L. Martel SSL 101 111 0 07 Feb 2021