GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium

26 June 2017

Papers citing "GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium"

50 / 74 papers shown

Title
Enhancing AI Face Realism: Cost-Efficient Quality Improvement in Distilled Diffusion Models with a Fully Synthetic Dataset Jakub Wąsala Bartłomiej Wrzalski Kornelia Noculak Yuliia Tarasenko Oliwer Krupa Jan Kocoń Grzegorz Chodak 31 0 0 04 May 2025
Dynamic Negative Guidance of Diffusion Models Felix Koulischer Johannes Deleu G. Raya T. Demeester L. Ambrogioni DiffM 49 2 0 03 Jan 2025
3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion Zhaoxi Chen Jiaxiang Tang Yuhao Dong Ziang Cao Fangzhou Hong ... Tong Wu Shunsuke Saito Liang Pan Dahua Lin Ziwei Liu 49 16 0 19 Sep 2024
Investigating the impact of 2D gesture representation on co-speech gesture generation Teo Guichoux Laure Soulier Nicolas Obin Catherine Pelachaud SLR 19 0 0 21 Jun 2024
Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations Justin Deschenaux Igor Krawczuk Grigorios G. Chrysos V. Cevher DiffM 44 3 0 29 May 2024
InvertAvatar: Incremental GAN Inversion for Generalized Head Avatars Xiaochen Zhao Jingxiang Sun Lizhen Wang Jinli Suo Yebin Liu DiffM 35 2 0 03 Dec 2023
Foundation Models for Generalist Geospatial Artificial Intelligence Johannes Jakubik Sujit Roy C. Phillips P. Fraccaro Denys Godwin ... Hamed Alemohammad M. Maskey R. Ganti Kommy Weldemariam Rahul Ramachandran AI4CE VLM 21 92 0 28 Oct 2023
Improving Nonalcoholic Fatty Liver Disease Classification Performance With Latent Diffusion Models Romain Hardy Joe Klepich Ryan Mitchell Steve Hall Jericho Villareal C. Ilin MedIm 21 5 0 13 Jul 2023
DLT: Conditioned layout generation with Joint Discrete-Continuous Diffusion Layout Transformer Elad Levi Eli Brosh Mykola Mykhailych Meir Perez DiffM 45 16 0 07 Mar 2023
In BLOOM: Creativity and Affinity in Artificial Lyrics and Art Evan Crothers H. Viktor Nathalie Japkowicz 30 3 0 13 Jan 2023
Exploring Vision Transformers as Diffusion Learners He Cao Jianan Wang Tianhe Ren Xianbiao Qi Yihao Chen Yuan Yao L. Zhang 31 10 0 28 Dec 2022
CGOF++: Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields Keqiang Sun Shangzhe Wu Ning Zhang Zhaoyang Huang Quan Wang Hongsheng Li CVBM 18 52 0 23 Nov 2022
Clinically Plausible Pathology-Anatomy Disentanglement in Patient Brain MRI with Structured Variational Priors Anjun Hu J. Falet Brennan Nichyporuk Changjian Shui Douglas L. Arnold Sotirios A. Tsaftaris Tal Arbel 13 2 0 15 Nov 2022
DEQGAN: Learning the Loss Function for PINNs with Generative Adversarial Networks Blake Bullwinkel Dylan Randle P. Protopapas David Sondak 21 3 0 15 Sep 2022
AdaWCT: Adaptive Whitening and Coloring Style Injection Antoine Dufour Yohan Poirier-Ginter Alexandre Lessard Ryan Smith Michael Lockyer Jean-François Lalonde 24 1 0 01 Aug 2022
ArtFID: Quantitative Evaluation of Neural Style Transfer Matthias Wright Bjorn Ommer EGVM 32 39 0 25 Jul 2022
Unsupervised High-Resolution Portrait Gaze Correction and Animation Jichao Zhang Jingjing Chen Hao Tang E. Sangineto Peng Wu Yan Yan N. Sebe Wei Wang 3DH CVBM 6 5 0 01 Jul 2022
Generative Neural Articulated Radiance Fields Alexander W. Bergman Petr Kellnhofer Yifan Wang E. R. Chan David B. Lindell Gordon Wetzstein 3DH 38 106 0 28 Jun 2022
AR-NeRF: Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields Takuhiro Kaneko 20 14 0 13 Jun 2022
Pix2NeRF: Unsupervised Conditional $π$ -GAN for Single Image to Neural Radiance Fields Translation Shengqu Cai Anton Obukhov Dengxin Dai Luc Van Gool 24 99 0 26 Feb 2022
Multi-level Latent Space Structuring for Generative Control Oren Katzir Vicky Perepelook Dani Lischinski Daniel Cohen-Or 17 4 0 11 Feb 2022
Neuroplastic graph attention networks for nuclei segmentation in histopathology images Yoav Alon Huiyu Zhou GNN 22 3 0 10 Jan 2022
RFGAN: RF-Based Human Synthesis Cong Yu Zhi Wu Dongheng Zhang Zhi Lu Yang Hu Yan Chen 16 17 0 07 Dec 2021
A Deterministic Sampling Method via Maximum Mean Discrepancy Flow with Adaptive Kernel Yindong Chen Yiwei Wang Lulu Kang Chun Liu 13 1 0 21 Nov 2021
Probabilistic Autoencoder using Fisher Information J. Zacherl Philipp Frank T. Ensslin EgoV AI4CE 19 2 0 28 Oct 2021
MUGL: Large Scale Multi Person Conditional Action Generation with Locomotion Shubh Maheshwari Debtanu Gupta Ravi Kiran Sarvadevabhatla 30 19 0 21 Oct 2021
Fostering Diversity in Spatial Evolutionary Generative Adversarial Networks J. Toutouh Erik Hemberg Una-May O’Reilly GAN 25 0 0 25 Jun 2021
Unsupervised Learning of Depth and Depth-of-Field Effect from Natural Images with Aperture Rendering Generative Adversarial Networks Takuhiro Kaneko GAN 34 5 0 24 Jun 2021
M6-UFC: Unifying Multi-Modal Controls for Conditional Image Synthesis via Non-Autoregressive Generative Transformers Zhu Zhang Jianxin Ma Chang Zhou Rui Men Zhikang Li Ming Ding Jie Tang Jingren Zhou Hongxia Yang 25 46 0 29 May 2021
Semantic Relation Preserving Knowledge Distillation for Image-to-Image Translation Zeqi Li R. Jiang P. Aarabi GAN VLM 28 28 0 30 Apr 2021
Text to Image Generation with Semantic-Spatial Aware GAN Kaiqin Hu Wentong Liao M. Yang Bodo Rosenhahn 17 115 0 01 Apr 2021
PeaceGAN: A GAN-based Multi-Task Learning Method for SAR Target Image Generation with a Pose Estimator and an Auxiliary Classifier Jihyong Oh Munchurl Kim GAN 19 20 0 29 Mar 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 45 186 0 17 Feb 2021
Graph Generative Adversarial Networks for Sparse Data Generation in High Energy Physics Raghav Kansal Javier Mauricio Duarte B. Orzari T. Tomei M. Pierini M. Touranakou J. Vlimant Dimitrios Gunopoulos GAN 11 24 0 30 Nov 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 56 6,928 0 06 Oct 2020
iCaps: An Interpretable Classifier via Disentangled Capsule Networks Dahuin Jung Jonghyun Lee Jihun Yi Sungroh Yoon 12 12 0 20 Aug 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 14 376 0 26 Jun 2020
Normalized Convolutional Neural Network Dongsuk Kim Geonhee Lee Myungjae Lee S. Kang Dongmin Kim 13 1 0 11 May 2020
Towards GAN Benchmarks Which Require Generalization Ishaan Gulrajani Colin Raffel Luke Metz 11 57 0 10 Jan 2020
Informative Sample Mining Network for Multi-Domain Image-to-Image Translation Jie Cao Huaibo Huang Yi Li R. He Zhenan Sun 18 7 0 05 Jan 2020
Semantic Bottleneck Scene Generation S. Azadi Michael Tschannen Eric Tzeng Sylvain Gelly Trevor Darrell Mario Lucic 18 29 0 26 Nov 2019
diffGrad: An Optimization Method for Convolutional Neural Networks S. Dubey Soumendu Chakraborty S. K. Roy Snehasis Mukherjee S. Singh B. B. Chaudhuri ODL 83 183 0 12 Sep 2019
Spectral Regularization for Combating Mode Collapse in GANs Kanglin Liu Wenming Tang Fei Zhou Guoping Qiu GAN DRL 17 81 0 29 Aug 2019
AutoGAN: Neural Architecture Search for Generative Adversarial Networks Xinyu Gong Shiyu Chang Yifan Jiang Zhangyang Wang GAN 27 263 0 11 Aug 2019
Twin Auxiliary Classifiers GAN Mingming Gong Yanwu Xu Chunyuan Li Kuncai Zhang Kayhan Batmanghelich 16 33 0 05 Jul 2019
JGAN: A Joint Formulation of GAN for Synthesizing Images and Labels Minje Park VLM GAN 10 3 0 28 May 2019
Differentiable Game Mechanics Alistair Letcher David Balduzzi S. Racanière James Martens Jakob N. Foerster K. Tuyls T. Graepel 29 79 0 13 May 2019
Biphasic Learning of GANs for High-Resolution Image-to-Image Translation Jie Cao Huaibo Huang Yi Li Jingtuo Liu R. He Zhenan Sun GAN 16 4 0 14 Apr 2019
Learning Implicit Generative Models by Matching Perceptual Features Cicero Nogueira dos Santos Youssef Mroueh Inkit Padhi Pierre L. Dognin GAN 15 28 0 04 Apr 2019
High Fidelity Face Manipulation with Extreme Poses and Expressions Chaoyou Fu Yibo Hu Xiang Wu Guoli Wang Qian Zhang R. He CVBM 24 25 0 28 Mar 2019