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"

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Title
Scalable Balanced Training of Conditional Generative Adversarial Neural Networks on Image Data Massimiliano Lupo Pasini Vittorio Gabbi Junqi Yin S. Perotto N. Laanait GAN AI4CE 36 3 0 21 Feb 2021
Improved Denoising Diffusion Probabilistic Models Alex Nichol Prafulla Dhariwal DiffM 70 3,582 0 18 Feb 2021
Understanding and Creating Art with AI: Review and Outlook E. Cetinic James She 132 314 0 18 Feb 2021
How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models Ahmed Alaa B. V. Breugel Evgeny S. Saveliev M. Schaar 74 188 0 17 Feb 2021
LambdaNetworks: Modeling Long-Range Interactions Without Attention Irwan Bello 286 180 0 17 Feb 2021
Complex Momentum for Optimization in Games Jonathan Lorraine David Acuna Paul Vicol David Duvenaud 36 9 0 16 Feb 2021
Learning by Turning: Neural Architecture Aware Optimisation Yang Liu Jeremy Bernstein M. Meister Yisong Yue ODL 78 26 0 14 Feb 2021
TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up Yi Ding Shiyu Chang Zhangyang Wang ViT 34 387 0 14 Feb 2021
One-shot Face Reenactment Using Appearance Adaptive Normalization Guangming Yao Yi Yuan Tianjia Shao Shuang Li Shanqi Liu Yong Liu Mengmeng Wang Kun Zhou CVBM GAN 31 28 0 08 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 35 110 0 07 Feb 2021
Convolutional Neural Network Interpretability with General Pattern Theory Erico Tjoa Cuntai Guan FAtt AI4CE 18 6 0 05 Feb 2021
Generating images from caption and vice versa via CLIP-Guided Generative Latent Space Search Federico A. Galatolo M. G. Cimino G. Vaglini VLM 76 85 0 02 Feb 2021
Enjoy Your Editing: Controllable GANs for Image Editing via Latent Space Navigation Peiye Zhuang Oluwasanmi Koyejo Alex Schwing 53 78 0 01 Feb 2021
Adversarial Text-to-Image Synthesis: A Review Stanislav Frolov Tobias Hinz Federico Raue Jörn Hees Andreas Dengel EGVM 32 176 0 25 Jan 2021
Pareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions Todd P. Huster Jérémy E. Cohen Zinan Lin Kevin S. Chan Charles A. Kamhoua Nandi O. Leslie C. Chiang Vyas Sekar GAN 53 27 0 22 Jan 2021
Disentangled Recurrent Wasserstein Autoencoder Jun Han Martin Renqiang Min Ligong Han Erran L. Li Xuan Zhang CoGe SyDa DRL 32 33 0 19 Jan 2021
Counterfactual Generative Networks Axel Sauer Andreas Geiger OOD BDL CML 46 124 0 15 Jan 2021
GAN Inversion: A Survey Weihao Xia Yulun Zhang Yujiu Yang Jing-Hao Xue Bolei Zhou Ming-Hsuan Yang DiffM 104 509 0 14 Jan 2021
Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis Bingchen Liu Yizhe Zhu Kunpeng Song Ahmed Elgammal 180 235 0 12 Jan 2021
Cross-Modal Contrastive Learning for Text-to-Image Generation Han Zhang Jing Yu Koh Jason Baldridge Honglak Lee Yinfei Yang GAN 47 358 0 12 Jan 2021
Towards Real-World Blind Face Restoration with Generative Facial Prior Xintao Wang Yu Li Honglun Zhang Ying Shan CVBM 32 439 0 11 Jan 2021
GAN-Control: Explicitly Controllable GANs Alon Shoshan Nadav Bhonker Igor Kviatkovsky Gérard Medioni CVBM 166 134 0 07 Jan 2021
Model Extraction and Defenses on Generative Adversarial Networks Hailong Hu Jun Pang SILM MIACV 39 14 0 06 Jan 2021
Fake Visual Content Detection Using Two-Stream Convolutional Neural Networks B. Yousaf Muhammad Usama Waqas Sultani Arif Mahmood Junaid Qadir 32 8 0 03 Jan 2021
MoSen: Activity Modelling in Multiple-Occupancy Smart Homes Yuting Zhan Hamed Haddadi 34 5 0 01 Jan 2021
EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs Ayaan Haque GAN 22 32 0 26 Dec 2020
AVAE: Adversarial Variational Auto Encoder Antoine Plumerault Hervé Le Borgne C´eline Hudelot GAN DRL 34 16 0 21 Dec 2020
Taming Transformers for High-Resolution Image Synthesis Patrick Esser Robin Rombach Bjorn Ommer ViT 69 2,874 0 17 Dec 2020
Zoom-to-Inpaint: Image Inpainting with High-Frequency Details Seunggeun Kim Kfir Aberman Nori Kanazawa Rahul Garg Neal Wadhwa Huiwen Chang Nikhil Karnad Munchurl Kim O. Liba SupR 32 19 0 17 Dec 2020
Joint Generative and Contrastive Learning for Unsupervised Person Re-identification Hao Chen Yaohui Wang Benoit Lagadec A. Dantcheva Francois Bremond GAN SSL 35 138 0 16 Dec 2020
Responsible Disclosure of Generative Models Using Scalable Fingerprinting Ning Yu Vladislav Skripniuk Dingfan Chen Larry S. Davis Mario Fritz WIGM 66 90 0 16 Dec 2020
A case for new neural network smoothness constraints Mihaela Rosca T. Weber Arthur Gretton S. Mohamed AAML 50 48 0 14 Dec 2020
Semantic Layout Manipulation with High-Resolution Sparse Attention Haitian Zheng Zhe Lin Jingwan Lu Scott D. Cohen Jianming Zhang N. Xu Jiebo Luo 41 14 0 14 Dec 2020
Learning Energy-Based Models With Adversarial Training Xuwang Yin Shiying Li Gustavo K. Rohde AAML DiffM 64 9 0 11 Dec 2020
Slimmable Generative Adversarial Networks Liang Hou Zehuan Yuan Lei Huang Huawei Shen Xueqi Cheng Changhu Wang GAN AI4CE 11 38 0 10 Dec 2020
Large-Scale Generative Data-Free Distillation Liangchen Luo Mark Sandler Zi Lin A. Zhmoginov Andrew G. Howard 24 43 0 10 Dec 2020
GAN "Steerability" without optimization Nurit Spingarn-Eliezer Ron Banner T. Michaeli LLMSV 35 56 0 09 Dec 2020
Positional Encoding as Spatial Inductive Bias in GANs Rui Xu Xintao Wang Kai-xiang Chen Bolei Zhou Chen Change Loy GAN 40 89 0 09 Dec 2020
Improving the Fairness of Deep Generative Models without Retraining Shuhan Tan Yujun Shen Bolei Zhou 194 59 0 09 Dec 2020
Bayesian Image Reconstruction using Deep Generative Models Razvan Marinescu Daniel Moyer Polina Golland OOD DiffM 50 39 0 08 Dec 2020
Formatting the Landscape: Spatial conditional GAN for varying population in satellite imagery T. Langer N. Fedorova R. Hagensieker 30 3 0 08 Dec 2020
Spectral Distribution Aware Image Generation Steffen Jung Margret Keuper OOD 39 34 0 05 Dec 2020
Deep Learning and the Global Workspace Theory R. V. Rullen Ryota Kanai 64 67 0 04 Dec 2020
Self-labeled Conditional GANs M. Noroozi SSL 41 10 0 03 Dec 2020
GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution Kelvin C. K. Chan Xintao Wang Xiangyu Xu Liang Feng Chen Change Loy 56 252 0 01 Dec 2020
Unpaired Image-to-Image Translation via Latent Energy Transport Yang Zhao Changyou Chen 24 28 0 01 Dec 2020
Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs Hui-Po Wang Ning Yu Mario Fritz 30 30 0 28 Nov 2020
Navigating the GAN Parameter Space for Semantic Image Editing A. Cherepkov A. Voynov Artem Babenko GAN 33 65 0 27 Nov 2020
Image Generators with Conditionally-Independent Pixel Synthesis Ivan Anokhin K. Demochkin Taras Khakhulin Gleb Sterkin Victor Lempitsky Denis Korzhenkov 36 156 0 27 Nov 2020
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 164 6,230 0 26 Nov 2020