Progressive Growing of GANs for Improved Quality, Stability, and Variation

27 October 2017

Papers citing "Progressive Growing of GANs for Improved Quality, Stability, and Variation"

50 / 1,252 papers shown

Title
Free-Form Image Inpainting with Gated Convolution Jiahui Yu Zhe-nan Lin Jimei Yang Xiaohui Shen Xin Lu Thomas Huang DRL 13 1,699 0 10 Jun 2018
Data Synthesis based on Generative Adversarial Networks Noseong Park Mahmoud Mohammadi Kshitij Gorde S. Jajodia Hongkyu Park Youngmin Kim 119 468 0 09 Jun 2018
Adversarial Scene Editing: Automatic Object Removal from Weak Supervision Rakshith Shetty Mario Fritz Bernt Schiele OCL GAN 11 93 0 05 Jun 2018
EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals K. Hartmann R. Schirrmeister T. Ball GAN AI4TS 22 229 0 05 Jun 2018
Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark Cody Coleman Daniel Kang Deepak Narayanan Luigi Nardi Tian Zhao Jian Zhang Peter Bailis K. Olukotun Christopher Ré Matei A. Zaharia 13 117 0 04 Jun 2018
Whitening and Coloring batch transform for GANs Aliaksandr Siarohin E. Sangineto N. Sebe 22 49 0 01 Jun 2018
On GANs and GMMs Eitan Richardson Yair Weiss GAN 23 149 0 31 May 2018
Rate-Optimal Denoising with Deep Neural Networks Reinhard Heckel Wen Huang Paul Hand V. Voroninski 20 23 0 22 May 2018
BourGAN: Generative Networks with Metric Embeddings Chang Xiao Peilin Zhong Changxi Zheng GAN 18 69 0 19 May 2018
Generative Creativity: Adversarial Learning for Bionic Design Simiao Yu Hao Dong Pan Wang Chao Wu Yike Guo GAN 33 8 0 19 May 2018
Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation Jichao Zhang Yezhi Shu Songhua Xu Gongze Cao Fan Zhong Meng Liu Xueying Qin CVBM 35 35 0 19 May 2018
SPG-Net: Segmentation Prediction and Guidance Network for Image Inpainting Yuhang Song Chao Yang Yeji Shen Peng Wang Qin Huang C.-C. Jay Kuo 35 175 0 09 May 2018
Transferring GANs: generating images from limited data Yaxing Wang Chenshen Wu Luis Herranz Joost van de Weijer Abel Gonzalez-Garcia Bogdan Raducanu 33 283 0 04 May 2018
FaceShop: Deep Sketch-based Face Image Editing Tiziano Portenier Qiyang Hu Attila Szabó Siavash Bigdeli Paolo Favaro Matthias Zwicker 3DH CVBM 13 94 0 24 Apr 2018
Mask-aware Photorealistic Face Attribute Manipulation Ruoqi Sun Chen Huang Jianping Shi Lizhuang Ma GAN CVBM 30 26 0 24 Apr 2018
DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation Zuxuan Wu Xintong Han Yen-Liang Lin M. Uzunbas Tom Goldstein Ser Nam Lim L. Davis 24 263 0 16 Apr 2018
IterGANs: Iterative GANs to Learn and Control 3D Object Transformation Ysbrand Galama Thomas Mensink GAN 11 10 0 16 Apr 2018
A Variational U-Net for Conditional Appearance and Shape Generation Patrick Esser E. Sutter Bjorn Ommer 28 417 0 12 Apr 2018
MGGAN: Solving Mode Collapse using Manifold Guided Training Duhyeon Bang Hyunjung Shim GAN 30 77 0 12 Apr 2018
MelanoGANs: High Resolution Skin Lesion Synthesis with GANs Christoph Baur Shadi Albarqouni Nassir Navab GAN MedIm 24 87 0 12 Apr 2018
Combating catastrophic forgetting with developmental compression Shawn L. E. Beaulieu Sam Kriegman Josh Bongard 25 4 0 12 Apr 2018
Generative Adversarial Networks for Extreme Learned Image Compression E. Agustsson Michael Tschannen Fabian Mentzer Radu Timofte Luc Van Gool GAN 35 551 0 09 Apr 2018
A Fully Progressive Approach to Single-Image Super-Resolution Yifan Wang Federico Perazzi Brian McWilliams A. Sorkine-Hornung O. Sorkine-Hornung Christopher Schroers SupR 21 252 0 09 Apr 2018
DIY Human Action Data Set Generation Mehran Khodabandeh Hamid Reza Vaezi Joze Ilya Zharkov V. Pradeep 21 11 0 29 Mar 2018
Generative Modeling using the Sliced Wasserstein Distance Ishani Deshpande Ziyu Zhang A. Schwing GAN 17 221 0 29 Mar 2018
FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner PICV AAML CVBM 8 375 0 24 Mar 2018
Image Inpainting using Block-wise Procedural Training with Annealed Adversarial Counterpart Chao Yang Yuhang Song Xiaofeng Liu Qingming Tang C.-C. Jay Kuo GAN 14 25 0 23 Mar 2018
A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music Adam Roberts Jesse Engel Colin Raffel Curtis Hawthorne Douglas Eck BDL 41 474 0 13 Mar 2018
Structural Agnostic Modeling: Adversarial Learning of Causal Graphs Diviyan Kalainathan Olivier Goudet Isabelle M Guyon David Lopez-Paz Michèle Sebag CML 24 93 0 13 Mar 2018
NetGAN: Generating Graphs via Random Walks Aleksandar Bojchevski Oleksandr Shchur Daniel Zügner Stephan Günnemann GAN GNN 29 360 0 02 Mar 2018
Robust GANs against Dishonest Adversaries Zhi Xu Chengtao Li Stefanie Jegelka AAML 34 3 0 27 Feb 2018
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis Tal Ben-Nun Torsten Hoefler GNN 33 701 0 26 Feb 2018
PBGen: Partial Binarization of Deconvolution-Based Generators for Edge Intelligence Jinglan Liu Jiaxin Zhang Yukun Ding Xiaowei Xu Meng Jiang Yiyu Shi 36 4 0 26 Feb 2018
Is Generator Conditioning Causally Related to GAN Performance? Augustus Odena Jacob Buckman Catherine Olsson Tom B. Brown C. Olah Colin Raffel Ian Goodfellow AI4CE 27 112 0 23 Feb 2018
Stochastic Video Generation with a Learned Prior Emily L. Denton Rob Fergus VGen 42 525 0 21 Feb 2018
Structured Uncertainty Prediction Networks Garoe Dorta Sara Vicente Lourdes Agapito Neill D. F. Campbell Ivor J. A. Simpson UQCV 43 62 0 20 Feb 2018
3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network Hongming Shan Yi Zhang Qingsong Yang Uwe Krüger M. Kalra Ling Sun W. Cong Ge Wang MedIm 24 349 0 15 Feb 2018
Adversarial Audio Synthesis Chris Donahue Julian McAuley M. Puckette GAN 24 602 0 12 Feb 2018
Stochastic Deconvolutional Neural Network Ensemble Training on Generative Pseudo-Adversarial Networks A. Chaplygin Joshua Chacksfield GAN 26 0 0 07 Feb 2018
Dense 3D Object Reconstruction from a Single Depth View Bo Yang Stefano Rosa Andrew Markham Niki Trigoni Hongkai Wen GAN 3DV 19 115 0 01 Feb 2018
Deep learning for determining a near-optimal topological design without any iteration Yonggyun Yu Taeil Hur Jaeho Jung I. Jang 3DV 19 289 0 13 Jan 2018
Which Training Methods for GANs do actually Converge? L. Mescheder Andreas Geiger Sebastian Nowozin 30 1,452 0 13 Jan 2018
Geometrical Insights for Implicit Generative Modeling Léon Bottou Martín Arjovsky David Lopez-Paz Maxime Oquab 32 49 0 21 Dec 2017
Eye In-Painting with Exemplar Generative Adversarial Networks Brian Dolhansky Cristian Canton Ferrer GAN 27 109 0 11 Dec 2017
Generalized Zero-Shot Learning via Synthesized Examples Vinay K. Verma Gundeep Arora Ashish Mishra Piyush Rai 27 448 0 11 Dec 2017
Wasserstein Divergence for GANs Jiqing Wu Zhiwu Huang Janine Thoma Dinesh Acharya Luc Van Gool 36 138 0 04 Dec 2017
High-resolution Deep Convolutional Generative Adversarial Networks J. Curtò I. Zarza Fernando de la Torre Irwin King Michael R. Lyu GAN 35 35 0 17 Nov 2017
MoCoGAN: Decomposing Motion and Content for Video Generation Sergey Tulyakov Ming-Yu Liu Xiaodong Yang Jan Kautz GAN 69 1,131 0 17 Jul 2017
Unsupervised Holistic Image Generation from Key Local Patches Donghoon Lee Sangdoo Yun Sungjoon Choi Hwiyeon Yoo Ming-Hsuan Yang Songhwai Oh GAN 32 11 0 31 Mar 2017
On the Reconstruction of Face Images from Deep Face Templates Guangcan Mai Kai Cao P. Yuen Anil K. Jain 3DH CVBM 32 181 0 02 Mar 2017