Which Training Methods for GANs do actually Converge?

13 January 2018

Papers citing "Which Training Methods for GANs do actually Converge?"

50 / 240 papers shown

Title
ADD: Physics-Based Motion Imitation with Adversarial Differential Discriminators Ziyu Zhang S. Bashkirov Dun Yang Michael Taylor Xue Bin Peng 38 0 0 08 May 2025
Seaweed-7B: Cost-Effective Training of Video Generation Foundation Model Team Seawead Ceyuan Yang Zhijie Lin Yang Zhao Shanchuan Lin ... Zuquan Song Zhenheng Yang Jiashi Feng Jianchao Yang Lu Jiang DiffM 81 1 0 11 Apr 2025
Data Cleansing for GANs Naoyuki Terashita Hiroki Ohashi Satoshi Hara AAML 56 0 0 01 Apr 2025
StyleMorpheus: A Style-Based 3D-Aware Morphable Face Model Peizhi Yan Rabab Ward Dan Wang Qiang Tang Shan Du 3DH 44 0 0 14 Mar 2025
COutfitGAN: Learning to Synthesize Compatible Outfits Supervised by Silhouette Masks and Fashion Styles Dongliang Zhou Haijun Zhang Qun Li Jianghong Ma Xiaofei Xu 104 27 0 12 Feb 2025
Nested Annealed Training Scheme for Generative Adversarial Networks Chang Wan Ming-Hsuan Yang Minglu Li Yunliang Jiang Zhonglong Zheng GAN 35 0 0 20 Jan 2025
Realistic Noise Synthesis with Diffusion Models Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 79 1 0 03 Jan 2025
Singular Value Scaling: Efficient Generative Model Compression via Pruned Weights Refinement H. Kim Jaejun Yoo 47 0 0 23 Dec 2024
Imitation from Diverse Behaviors: Wasserstein Quality Diversity Imitation Learning with Single-Step Archive Exploration Xingrui Yu Zhenglin Wan David Mark Bossens Yueming Lyu Qing-Wu Guo Ivor W. Tsang 121 0 0 11 Nov 2024
Perm: A Parametric Representation for Multi-Style 3D Hair Modeling Chengan He Xin Sun Zhixin Shu Fujun Luan Soren Pirk ... D. L. Michels Tuanfeng Y. Wang Meng Zhang Holly Rushmeier Yi Zhou 3DH 42 4 0 28 Jul 2024
MCGAN: Enhancing GAN Training with Regression-Based Generator Loss Baoren Xiao Hao Ni Weixin Yang GAN 44 0 0 27 May 2024
Deep MMD Gradient Flow without adversarial training Alexandre Galashov Valentin De Bortoli Arthur Gretton DiffM 34 7 0 10 May 2024
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey Guoping Xu Xiaxia Wang Xinglong Wu Xuesong Leng Yongchao Xu 3DPC 32 8 0 02 May 2024
Privacy-preserving Optics for Enhancing Protection in Face De-identification Jhon Lopez Carlos Hinojosa Henry Arguello Bernard Ghanem 30 5 0 31 Mar 2024
E2F-Net: Eyes-to-Face Inpainting via StyleGAN Latent Space Ahmad Hassanpour Fatemeh Jamalbafrani Bian Yang Kiran Raja Raymond N. J. Veldhuis Julian Fierrez GAN CVBM 38 8 0 18 Mar 2024
Fast Text-to-3D-Aware Face Generation and Manipulation via Direct Cross-modal Mapping and Geometric Regularization Jinlu Zhang Yiyi Zhou Qiancheng Zheng Xiaoxiong Du Gen Luo Jun Peng Xiaoshuai Sun Rongrong Ji 3DH 27 3 0 11 Mar 2024
Disentangling representations of retinal images with generative models Sarah Muller Lisa M. Koch Hendrik P. A. Lensch Philipp Berens MedIm 32 3 0 29 Feb 2024
Towards Identifiable Unsupervised Domain Translation: A Diversified Distribution Matching Approach Sagar Shrestha Xiao Fu 23 3 0 18 Jan 2024
En3D: An Enhanced Generative Model for Sculpting 3D Humans from 2D Synthetic Data Yifang Men Biwen Lei Yuan Yao Miaomiao Cui Zhouhui Lian Xuansong Xie SyDa 3DH 24 7 0 02 Jan 2024
GD^2-NeRF: Generative Detail Compensation via GAN and Diffusion for One-shot Generalizable Neural Radiance Fields X. Pan Zongxin Yang Shuai Bai Yi Yang DiffM OffRL 28 1 0 01 Jan 2024
Knowledge Enhanced Conditional Imputation for Healthcare Time-series Linglong Qian Zina Ibrahim Hugh Logan Ellis Ao Zhang Yuezhou Zhang Tao Wang Richard J. B. Dobson AI4TS 26 2 0 27 Dec 2023
Scalable Face Image Coding via StyleGAN Prior: Towards Compression for Human-Machine Collaborative Vision Qi Mao Chongyu Wang Meng Wang Shiqi Wang Ruijie Chen Libiao Jin Siwei Ma 34 14 0 25 Dec 2023
Kunyu: A High-Performing Global Weather Model Beyond Regression Losses Zekun Ni 26 3 0 04 Dec 2023
XAGen: 3D Expressive Human Avatars Generation Zhongcong Xu Jianfeng Zhang Jun Hao Liew Jiashi Feng Mike Zheng Shou 25 14 0 22 Nov 2023
Matching aggregate posteriors in the variational autoencoder Surojit Saha Sarang Joshi Ross T. Whitaker DRL 23 4 0 13 Nov 2023
SCONE-GAN: Semantic Contrastive learning-based Generative Adversarial Network for an end-to-end image translation Iman Abbasnejad Fabio Zambetta Flora D. Salim Timothy Wiley Jeffrey Chan Russell Gallagher Ehsan Abbasnejad GAN 11 0 0 07 Nov 2023
A Distributed Approach to Meteorological Predictions: Addressing Data Imbalance in Precipitation Prediction Models through Federated Learning and GANs Elaheh Jafarigol Theodore Trafalis 21 7 0 19 Oct 2023
Masked Discriminators for Content-Consistent Unpaired Image-to-Image Translation Bonifaz Stuhr Jürgen Brauer Bernhard Schick Jordi Gonzalez DiffM 22 0 0 22 Sep 2023
AniPortraitGAN: Animatable 3D Portrait Generation from 2D Image Collections Yue Wu Sicheng Xu Jianfeng Xiang Fangyun Wei Qifeng Chen Jiaolong Yang Xin Tong 3DH 24 16 0 05 Sep 2023
SCULPT: Shape-Conditioned Unpaired Learning of Pose-dependent Clothed and Textured Human Meshes Soubhik Sanyal Partha Ghosh Jinlong Yang Michael J. Black Justus Thies Timo Bolkart 3DH 28 4 0 21 Aug 2023
MFIM: Megapixel Facial Identity Manipulation Sanghyeon Na PICV CVBM 35 4 0 03 Aug 2023
Stylized Projected GAN: A Novel Architecture for Fast and Realistic Image Generation Md Nurul Muttakin Malik Shahid Sultan R. Hoehndorf H. Ombao GAN 28 0 0 30 Jul 2023
CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification Zhenrong Shen Mao-Hong Cao Sheng Wang Lichi Zhang Qian Wang MedIm 13 7 0 12 Jul 2023
GANeRF: Leveraging Discriminators to Optimize Neural Radiance Fields Barbara Roessle Norman Muller Lorenzo Porzi Samuel Rota Buló Peter Kontschieder Matthias Nießner 28 19 0 09 Jun 2023
Communication-Efficient Gradient Descent-Accent Methods for Distributed Variational Inequalities: Unified Analysis and Local Updates Siqi Zhang S. Choudhury Sebastian U. Stich Nicolas Loizou FedML 19 3 0 08 Jun 2023
Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport Jaemoo Choi Jaewoong Choi Myung-joo Kang OT 23 19 0 24 May 2023
Local Convergence of Gradient Descent-Ascent for Training Generative Adversarial Networks Evan Becker Parthe Pandit S. Rangan A. Fletcher GAN 19 1 0 14 May 2023
PPGenCDR: A Stable and Robust Framework for Privacy-Preserving Cross-Domain Recommendation Xinting Liao Weiming Liu Xiaolin Zheng Binhui Yao Chaochao Chen 31 13 0 11 May 2023
ContraNeRF: 3D-Aware Generative Model via Contrastive Learning with Unsupervised Implicit Pose Embedding Mijeong Kim Hyunjoon Lee Bohyung Han 21 0 0 27 Apr 2023
ComGAN: Toward GANs Exploiting Multiple Samples Hae-Hwan Lee GAN 18 0 0 24 Apr 2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models A. Blattmann Robin Rombach Huan Ling Tim Dockhorn Seung Wook Kim Sanja Fidler Karsten Kreis 3DGS VGen 81 1,011 0 18 Apr 2023
NoisyTwins: Class-Consistent and Diverse Image Generation through StyleGANs Harsh Rangwani Lavish Bansal Kartik Sharma Tejan Karmali Varun Jampani R. Venkatesh Babu 20 13 0 12 Apr 2023
Variational Distribution Learning for Unsupervised Text-to-Image Generation Minsoo Kang Doyup Lee Jiseob Kim Saehoon Kim Bohyung Han DRL OOD 14 3 0 28 Mar 2023
UrbanGIRAFFE: Representing Urban Scenes as Compositional Generative Neural Feature Fields Yuanbo Yang Yifei Yang Hanlei Guo R. Xiong Yue Wang Yiyi Liao 26 18 0 24 Mar 2023
Enhancing Multiple Reliability Measures via Nuisance-extended Information Bottleneck Jongheon Jeong Sihyun Yu Hankook Lee Jinwoo Shin AAML 36 0 0 24 Mar 2023
A Three-Player GAN for Super-Resolution in Magnetic Resonance Imaging Qi Wang Lucas Mahler Julius Steiglechner Florian Birk K. Scheffler Gabriele Lohmann MedIm 35 4 0 24 Mar 2023
SDF-3DGAN: A 3D Object Generative Method Based on Implicit Signed Distance Function Lutao Jiang Ruyi Ji Libo Zhang 3DV 3DGS 44 6 0 13 Mar 2023
3D generation on ImageNet Ivan Skorokhodov Aliaksandr Siarohin Yinghao Xu Jian Ren Hsin-Ying Lee Peter Wonka Sergey Tulyakov 52 55 0 02 Mar 2023
PE-GAN: Prior Embedding GAN for PXD images at Belle II Hosein Hashemi Nikolai Hartmann T. Kuhr M. Ritter Matej Srebre 11 4 0 01 Mar 2023
Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator Vladimir Bataev Roman Korostik Evgeny Shabalin Vitaly Lavrukhin Boris Ginsburg VLM 23 14 0 27 Feb 2023