Large Scale GAN Training for High Fidelity Natural Image Synthesis

28 September 2018

Papers citing "Large Scale GAN Training for High Fidelity Natural Image Synthesis"

50 / 1,336 papers shown

Title
Optimization for deep learning: theory and algorithms Ruoyu Sun ODL 49 168 0 19 Dec 2019
Lower Dimensional Kernels for Video Discriminators Emmanuel Kahembwe S. Ramamoorthy 32 50 0 18 Dec 2019
SynSin: End-to-end View Synthesis from a Single Image Olivia Wiles Georgia Gkioxari Richard Szeliski Justin Johnson 3DV 43 468 0 18 Dec 2019
Unsupervised Adversarial Image Inpainting Arthur Pajot Emmanuel de Bézenac Patrick Gallinari SSL GAN 17 8 0 18 Dec 2019
Image Processing Using Multi-Code GAN Prior Jinjin Gu Yujun Shen Bolei Zhou GAN 30 315 0 15 Dec 2019
Unconstrained Facial Expression Transfer using Style-based Generator Chao Yang Ser-Nam Lim CVBM 27 11 0 12 Dec 2019
deepsing: Generating Sentiment-aware Visual Stories using Cross-modal Music Translation Nikolaos Passalis S. Doropoulos DiffM 13 6 0 11 Dec 2019
Controlling Style and Semantics in Weakly-Supervised Image Generation Dario Pavllo Aurelien Lucchi Thomas Hofmann 25 34 0 06 Dec 2019
StarGAN v2: Diverse Image Synthesis for Multiple Domains Yunjey Choi Youngjung Uh Jaejun Yoo Jung-Woo Ha 3DH 64 1,725 0 04 Dec 2019
EventGAN: Leveraging Large Scale Image Datasets for Event Cameras A. Z. Zhu ZiYun Wang Kaung Khant Kostas Daniilidis GAN 39 45 0 03 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 156 5,741 0 03 Dec 2019
Orthogonal Wasserstein GANs J. Müller Reinhard Klein Michael Weinmann 64 9 0 29 Nov 2019
SEAN: Image Synthesis with Semantic Region-Adaptive Normalization Peihao Zhu Rameen Abdal Yipeng Qin Peter Wonka DiffM 31 443 0 28 Nov 2019
Class-Conditional VAE-GAN for Local-Ancestry Simulation D. M. Montserrat C. Bustamante A. Ioannidis 24 19 0 27 Nov 2019
Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models Giannis Daras Augustus Odena Han Zhang A. Dimakis 35 55 0 27 Nov 2019
SpoC: Spoofing Camera Fingerprints D. Cozzolino Justus Thies Andreas Rossler Matthias Nießner L. Verdoliva 42 38 0 27 Nov 2019
Image2StyleGAN++: How to Edit the Embedded Images? Rameen Abdal Yipeng Qin Peter Wonka 28 553 0 26 Nov 2019
Semantic Bottleneck Scene Generation S. Azadi Michael Tschannen Eric Tzeng Sylvain Gelly Trevor Darrell Mario Lucic 23 29 0 26 Nov 2019
Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference Wei-An Lin Yogesh Balaji Pouya Samangouei Rama Chellappa 33 6 0 23 Nov 2019
Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis Ceyuan Yang Yujun Shen Bolei Zhou GAN 37 201 0 21 Nov 2019
DermGAN: Synthetic Generation of Clinical Skin Images with Pathology Amirata Ghorbani Vivek Natarajan David Coz Yuan Liu GAN MedIm 21 98 0 20 Nov 2019
Attention Guided Anomaly Localization in Images Shashanka Venkataramanan Kuan-Chuan Peng Rajat Vikram Singh Abhijit Mahalanobis 30 22 0 19 Nov 2019
MarioNETte: Few-shot Face Reenactment Preserving Identity of Unseen Targets S. Ha Martin Kersner Beomsu Kim Seokjun Seo Dongyoung Kim CVBM 28 163 0 19 Nov 2019
Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition Satoshi Tsutsui Yanwei Fu David J. Crandall 16 37 0 17 Nov 2019
Effectively Unbiased FID and Inception Score and where to find them Min Jin Chong David A. Forsyth EGVM 16 201 0 16 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 23 60 0 16 Nov 2019
VITON-GAN: Virtual Try-on Image Generator Trained with Adversarial Loss Shion Honda GAN 16 27 0 12 Nov 2019
Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders Yu Duan Canwen Xu Jiaxin Pei Jialong Han Chenliang Li 35 42 0 10 Nov 2019
High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks Ruben Villegas Arkanath Pathak Harini Kannan D. Erhan Quoc V. Le Honglak Lee VGen 22 137 0 05 Nov 2019
Explanation by Progressive Exaggeration Sumedha Singla Brian Pollack Junxiang Chen Kayhan Batmanghelich FAtt MedIm 17 103 0 01 Nov 2019
Can adversarial training learn image captioning ? Jean-Benoit Delbrouck Bastien Vanderplaetse Stéphane Dupont GAN VLM 42 1 0 31 Oct 2019
Cross-Domain Face Synthesis using a Controllable GAN F. Mokhayeri K. Kamali Eric Granger CVBM 35 17 0 31 Oct 2019
Investigating Under and Overfitting in Wasserstein Generative Adversarial Networks Ben Adlam Charles Weill Amol Kapoor 19 17 0 30 Oct 2019
Small-GAN: Speeding Up GAN Training Using Core-sets Samarth Sinha Hang Zhang Anirudh Goyal Yoshua Bengio Hugo Larochelle Augustus Odena GAN 40 73 0 29 Oct 2019
Semantic Object Accuracy for Generative Text-to-Image Synthesis Tobias Hinz Stefan Heinrich S. Wermter EGVM 29 158 0 29 Oct 2019
Highly-scalable, physics-informed GANs for learning solutions of stochastic PDEs Liu Yang Sean Treichler Thorsten Kurth Keno Fischer D. Barajas-Solano ... Valentin Churavy A. Tartakovsky Michael Houston P. Prabhat George Karniadakis AI4CE 47 38 0 29 Oct 2019
Few-shot Video-to-Video Synthesis Ting-Chun Wang Ming-Yuan Liu Andrew Tao Guilin Liu Jan Kautz Bryan Catanzaro DiffM VGen 53 367 0 28 Oct 2019
Consistency Regularization for Generative Adversarial Networks Han Zhang Zizhao Zhang Augustus Odena Honglak Lee GAN 36 284 0 26 Oct 2019
Fair Generative Modeling via Weak Supervision Kristy Choi Aditya Grover Trisha Singh Rui Shu Stefano Ermon 41 133 0 26 Oct 2019
Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network Ibrahim Saad Ali Mamdouh Farouk Mohamed Y. B. Mahdy GAN MedIm 20 119 0 25 Oct 2019
Study of Deep Generative Models for Inorganic Chemical Compositions Yoshihide Sawada Koji Morikawa Mikiya Fujii GAN 37 13 0 25 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 48 308 0 24 Oct 2019
Bridging the Gap Between $f$ -GANs and Wasserstein GANs Jiaming Song Stefano Ermon 25 40 0 22 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 21 22 0 18 Oct 2019
Optimal Transport Based Generative Autoencoders Oliver Zhang Ruei-Sung Lin Yuchuan Gou GAN DRL 27 2 0 16 Oct 2019
Generative Modeling for Small-Data Object Detection Lanlan Liu Michael Muelly Jia Deng Tomas Pfister Li Li ObjD MedIm 30 64 0 16 Oct 2019
Discriminator optimal transport A. Tanaka OT 24 54 0 15 Oct 2019
Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis Xihui Liu Guojun Yin Jing Shao Xiaogang Wang Hongsheng Li 34 205 0 15 Oct 2019
Full-Scale Continuous Synthetic Sonar Data Generation with Markov Conditional Generative Adversarial Networks Marija Jegorova Antti Ilari Karjalainen Jose Vazquez Timothy Hospedales 8 12 0 15 Oct 2019
MetaPix: Few-Shot Video Retargeting Jessica Lee Deva Ramanan Rohit Girdhar VGen ViT 19 26 0 10 Oct 2019