Variational Approaches for Auto-Encoding Generative Adversarial Networks

15 June 2017

Mihaela Rosca

Balaji Lakshminarayanan

Papers citing "Variational Approaches for Auto-Encoding Generative Adversarial Networks"

44 / 44 papers shown

Title
Multi-Scale Target-Aware Representation Learning for Fundus Image Enhancement Haofan Wu Yin Huang Yuqing Wu Qiuyu Yang Bingfang Wang ... Abdul Fattah Memon Daizong Ji Y. Zhang Ghulam Mustafa Yin Fang MedIm 25 0 0 03 May 2025
Generative Adversarial Network based Voice Conversion: Techniques, Challenges, and Recent Advancements Sandipan Dhar N. D. Jana Swagatam Das 43 0 0 27 Apr 2025
Deep Generative Model-Based Generation of Synthetic Individual-Specific Brain MRI Segmentations Ruijie Wang Luca Rossetto Susan Mérillat Christina Röcke Mike Martin Abraham Bernstein DiffM MedIm 54 0 0 15 Apr 2025
Limb-Aware Virtual Try-On Network with Progressive Clothing Warping Shengping Zhang Xiaoyu Han Weigang Zhang Xiangyuan Lan Hongxun Yao Qingming Huang 3DH 92 6 0 18 Mar 2025
Progressive Limb-Aware Virtual Try-On Xiaoyu Han Shengping Zhang Qinglin Liu Zonglin Li Chenyang Wang 3DH 100 4 0 16 Mar 2025
Matching aggregate posteriors in the variational autoencoder Surojit Saha Sarang Joshi Ross T. Whitaker DRL 18 4 0 13 Nov 2023
Learning Sequential Information in Task-based fMRI for Synthetic Data Augmentation Jiyao Wang Nicha Dvornek Lawrence H. Staib James S. Duncan MedIm 26 2 0 29 Aug 2023
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design Lyle Regenwetter Akash Srivastava Dan Gutfreund Faez Ahmed 11 28 0 06 Feb 2023
Style-Based Global Appearance Flow for Virtual Try-On Sen He Yi-Zhe Song Tao Xiang 3DH 28 119 0 03 Apr 2022
Data Augmentation For Medical MR Image Using Generative Adversarial Networks Panjian Huang Xu Liu Yongzhen Huang OOD MedIm 17 10 0 29 Nov 2021
Closed-Loop Data Transcription to an LDR via Minimaxing Rate Reduction Xili Dai Shengbang Tong Mingyang Li Ziyang Wu Michael Psenka ... Pengyuan Zhai Yaodong Yu Xiaojun Yuan Harry Shum Yi-An Ma 20 30 0 12 Nov 2021
CAGAN: Text-To-Image Generation with Combined Attention GANs Henning Schulze Dogucan Yaman Alexander Waibel GAN 21 3 0 26 Apr 2021
Self-Diagnosing GAN: Diagnosing Underrepresented Samples in Generative Adversarial Networks J. Lee Haeri Kim Youngkyu Hong Hye Won Chung 25 21 0 24 Feb 2021
Regularization Methods for Generative Adversarial Networks: An Overview of Recent Studies Minhyeok Lee Junhee Seok GAN 19 25 0 19 May 2020
Efficient Deep Representation Learning by Adaptive Latent Space Sampling Yuanhan Mo Shuo Wang Chengliang Dai Rui Zhou Z. Teng Wenjia Bai Yike Guo 22 0 0 19 Mar 2020
Unpaired Image-to-Image Translation using Adversarial Consistency Loss Yihao Zhao Ruihai Wu Hao Dong 46 117 0 10 Mar 2020
Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting Xian Zhang Xin Wang Bin Kong Canghong Shi Youbing Yin Qi Song Siwei Lyu Jiancheng Lv Canghong Shi Xiaojie Li GAN CVBM 14 7 0 05 Feb 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 26 817 0 20 Jan 2020
Towards GAN Benchmarks Which Require Generalization Ishaan Gulrajani Colin Raffel Luke Metz 13 57 0 10 Jan 2020
Prescribed Generative Adversarial Networks Adji Bousso Dieng Francisco J. R. Ruiz David M. Blei Michalis K. Titsias GAN DRL 19 61 0 09 Oct 2019
Stabilizing Generative Adversarial Networks: A Survey Maciej Wiatrak Stefano V. Albrecht A. Nystrom GAN 19 83 0 30 Sep 2019
Conditional Flow Variational Autoencoders for Structured Sequence Prediction Apratim Bhattacharyya M. Hanselmann Mario Fritz Bernt Schiele C. Straehle BDL DRL AI4TS 13 83 0 24 Aug 2019
Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Networks Gihyun Kwon Chihye Han Dae-Shik Kim GAN MedIm 15 127 0 07 Aug 2019
Large Scale Adversarial Representation Learning Jeff Donahue Karen Simonyan SSL 37 542 0 04 Jul 2019
Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting Aditya Grover Jiaming Song Alekh Agarwal Kenneth Tran Ashish Kapoor Eric Horvitz Stefano Ermon 26 123 0 23 Jun 2019
DualDis: Dual-Branch Disentangling with Adversarial Learning Thomas Robert Nicolas Thome Matthieu Cord CoGe DRL 20 4 0 03 Jun 2019
Towards Photographic Image Manipulation with Balanced Growing of Generative Autoencoders Ari Heljakka Arno Solin Juho Kannala DRL CVBM 24 15 0 12 Apr 2019
Detecting Overfitting via Adversarial Examples Roman Werpachowski András Gyorgy Csaba Szepesvári TDI 15 45 0 06 Mar 2019
Adversarial Semantic Scene Completion from a Single Depth Image Yida Wang D. Tan Nassir Navab Federico Tombari 3DPC 9 32 0 25 Oct 2018
Entropic GANs meet VAEs: A Statistical Approach to Compute Sample Likelihoods in GANs Yogesh Balaji Hamed Hassani Rama Chellappa S. Feizi GAN DRL 38 20 0 09 Oct 2018
Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods Apratim Bhattacharyya Mario Fritz Bernt Schiele UQCV 19 46 0 01 Oct 2018
Pioneer Networks: Progressively Growing Generative Autoencoder Ari Heljakka Arno Solin Juho Kannala GAN DRL 21 41 0 09 Jul 2018
New Losses for Generative Adversarial Learning Victor Berger Michèle Sebag GAN 12 0 0 03 Jul 2018
Autoregressive Quantile Networks for Generative Modeling Georg Ostrovski Will Dabney Rémi Munos DRL 12 85 0 14 Jun 2018
Deep Generative Models in the Real-World: An Open Challenge from Medical Imaging Xiaoran Chen Nick Pawlowski Martin Rajchl Ben Glocker E. Konukoglu OOD MedIm 13 49 0 14 Jun 2018
Deep Generative Models for Distribution-Preserving Lossy Compression Michael Tschannen E. Agustsson Mario Lucic 14 130 0 28 May 2018
A Variational U-Net for Conditional Appearance and Shape Generation Patrick Esser E. Sutter Bjorn Ommer 28 417 0 12 Apr 2018
Deep Autoencoding Models for Unsupervised Anomaly Segmentation in Brain MR Images Christoph Baur Benedikt Wiestler Shadi Albarqouni Nassir Navab UQCV MedIm 13 440 0 12 Apr 2018
MGGAN: Solving Mode Collapse using Manifold Guided Training Duhyeon Bang Hyunjung Shim GAN 22 77 0 12 Apr 2018
Generating Natural Adversarial Examples Zhengli Zhao Dheeru Dua Sameer Singh GAN AAML 27 596 0 31 Oct 2017
Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55 L. Yi Lin Shao Manolis Savva Haibin Huang Yang Zhou ... Silvio Savarese Pat Hanrahan Thomas Funkhouser Hao Su Leonidas J. Guibas 3DV 20 66 0 17 Oct 2017
Robust Imitation of Diverse Behaviors Ziyun Wang J. Merel Scott E. Reed Greg Wayne Nando de Freitas N. Heess 23 194 0 10 Jul 2017
On Unifying Deep Generative Models Zhiting Hu Zichao Yang Ruslan Salakhutdinov Eric P. Xing DRL GAN 32 126 0 02 Jun 2017
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 224 3,190 0 30 Oct 2016