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
Exploring Negatives in Contrastive Learning for Unpaired Image-to-Image Translation Yu-Hsiang Lin Sen Zhang Tianshui Chen Yongyi Lu G. Li Yukai Shi SSL 26 20 0 23 Apr 2022
Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis Xuanmeng Zhang Zhedong Zheng Daiheng Gao Bang Zhang Pan Pan Yi Yang 3DV GAN 23 51 0 13 Apr 2022
Commonality in Natural Images Rescues GANs: Pretraining GANs with Generic and Privacy-free Synthetic Data Kyungjune Baek Hyunjung Shim 22 12 0 11 Apr 2022
A Style-aware Discriminator for Controllable Image Translation Kunhee Kim S. Park Eunyeong Jeon Tae-Hyeon Kim Daijin Kim 22 24 0 29 Mar 2022
GIRAFFE HD: A High-Resolution 3D-aware Generative Model Yang Xue Yuheng Li Krishna Kumar Singh Yong Jae Lee 20 99 0 28 Mar 2022
IA-FaceS: A Bidirectional Method for Semantic Face Editing Wenjing Huang Shikui Tu Lei Xu CVBM 35 16 0 24 Mar 2022
CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training Haitian Zheng Zhe-nan Lin Jingwan Lu Scott D. Cohen Eli Shechtman Connelly Barnes Jianming Zhang N. Xu Sohrab Amirghodsi Jiebo Luo GAN 38 53 0 22 Mar 2022
Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields Yuedong Chen Qianyi Wu Chuanxia Zheng Tat-Jen Cham Jianfei Cai 47 37 0 21 Mar 2022
3D-GIF: 3D-Controllable Object Generation via Implicit Factorized Representations M. Lee Chaeyeon Chung Hojun Cho Minjung Kim Sanghun Jung Jaegul Choo Minhyuk Sung DiffM 27 4 0 12 Mar 2022
Signature and Log-signature for the Study of Empirical Distributions Generated with GANs J. Curtò I. D. Zarzà Hong-Mei Yan Carlos T. Calafate 16 1 0 07 Mar 2022
Don't Be So Dense: Sparse-to-Sparse GAN Training Without Sacrificing Performance Shiwei Liu Yuesong Tian Tianlong Chen Li Shen 34 8 0 05 Mar 2022
Sim2Real Instance-Level Style Transfer for 6D Pose Estimation Takuya Ikeda Suomi Tanishige Ayako Amma Michael Sudano H. Audren Koichi Nishiwaki 3DPC 3DH 21 8 0 03 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 25 29,969 0 01 Mar 2022
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks Sihyun Yu Jihoon Tack Sangwoo Mo Hyunsu Kim Junho Kim Jung-Woo Ha Jinwoo Shin DiffM VGen 20 199 0 21 Feb 2022
Simultaneous Transport Evolution for Minimax Equilibria on Measures Carles Domingo-Enrich Joan Bruna 16 3 0 14 Feb 2022
Rates of convergence for nonparametric estimation of singular distributions using generative adversarial networks Minwoo Chae GAN 26 4 0 07 Feb 2022
Learning Multiple Probabilistic Degradation Generators for Unsupervised Real World Image Super Resolution Sangyun Lee Sewoong Ahn Kwangjin Yoon 65 5 0 26 Jan 2022
Optimal 1-Wasserstein Distance for WGANs Arthur Stéphanovitch Ugo Tanielian B. Cadre N. Klutchnikoff Gérard Biau OT GAN 15 3 0 08 Jan 2022
LatteGAN: Visually Guided Language Attention for Multi-Turn Text-Conditioned Image Manipulation Shoya Matsumori Yukikoko Abe Kosuke Shingyouchi K. Sugiura M. Imai 34 9 0 28 Dec 2021
Ensembling Off-the-shelf Models for GAN Training Nupur Kumari Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 19 86 0 16 Dec 2021
GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation Yu Deng Jiaolong Yang Jianfeng Xiang Xin Tong 3DH 15 247 0 16 Dec 2021
Unsupervised Image to Image Translation for Multiple Retinal Pathology Synthesis in Optical Coherence Tomography Scans H. Pasupuleti G. Girish MedIm 9 0 0 11 Dec 2021
CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields Can Wang Menglei Chai Mingming He Dongdong Chen Jing Liao CLIP 27 377 0 09 Dec 2021
RFGAN: RF-Based Human Synthesis Cong Yu Zhi Wu Dongheng Zhang Zhi Lu Yang Hu Yan Chen 22 17 0 07 Dec 2021
HyperInverter: Improving StyleGAN Inversion via Hypernetwork Tan M. Dinh Anh Tran Rang Nguyen Binh-Son Hua 31 116 0 01 Dec 2021
FaceTuneGAN: Face Autoencoder for Convolutional Expression Transfer Using Neural Generative Adversarial Networks Nicolas Olivier Kelian Baert F. Danieau Franck Multon Quentin Avril CVBM 3DH 28 18 0 01 Dec 2021
FENeRF: Face Editing in Neural Radiance Fields Jingxiang Sun Xuan Wang Yong Zhang Xiaoyu Li Qi Zhang Yebin Liu Jue Wang 3DH CVBM 16 140 0 30 Nov 2021
The Geometric Occam's Razor Implicit in Deep Learning Benoit Dherin Micheal Munn David Barrett 22 6 0 30 Nov 2021
Towards Principled Disentanglement for Domain Generalization Hanlin Zhang Yi-Fan Zhang Weiyang Liu Adrian Weller Bernhard Schölkopf Eric P. Xing OOD 28 112 0 27 Nov 2021
Generative Adversarial Networks and Adversarial Autoencoders: Tutorial and Survey Benyamin Ghojogh A. Ghodsi Fakhri Karray Mark Crowley GAN 26 12 0 26 Nov 2021
MixSyn: Learning Composition and Style for Multi-Source Image Synthesis Ilke Demir U. Ciftci DiffM 31 3 0 24 Nov 2021
Super-resolving Dark Matter Halos using Generative Deep Learning David Schaurecker Yin Li J. Tinker S. Ho Alexandre Réfrégier GAN AI4CE 12 6 0 11 Nov 2021
SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision I. Higgins Peter Wirnsberger Andrew Jaegle Aleksandar Botev 37 7 0 10 Nov 2021
Which priors matter? Benchmarking models for learning latent dynamics Aleksandar Botev Andrew Jaegle Peter Wirnsberger Daniel Hennes I. Higgins AI4CE 16 28 0 09 Nov 2021
Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers Yanhong Zeng Huan Yang Hongyang Chao Jianbo Wang Jianlong Fu ViT 27 26 0 05 Nov 2021
GraN-GAN: Piecewise Gradient Normalization for Generative Adversarial Networks Vineeth S. Bhaskara Tristan Aumentado-Armstrong Allan D. Jepson Alex Levinshtein GAN 30 5 0 04 Nov 2021
Convolutional generative adversarial imputation networks for spatio-temporal missing data in storm surge simulations Ehsan Adeli Jize Zhang A. Taflanidis AI4TS AI4CE GAN 19 3 0 03 Nov 2021
Don't Generate Me: Training Differentially Private Generative Models with Sinkhorn Divergence Tianshi Cao Alex Bie Arash Vahdat Sanja Fidler Karsten Kreis SyDa DiffM 11 71 0 01 Nov 2021
Projected GANs Converge Faster Axel Sauer Kashyap Chitta Jens Muller Andreas Geiger 47 233 0 01 Nov 2021
A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis Xingang Pan Xudong Xu Chen Change Loy Christian Theobalt Bo Dai 3DH 36 87 0 29 Oct 2021
StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis Jiatao Gu Lingjie Liu Peng Wang Christian Theobalt VGen 14 553 0 18 Oct 2021
CT-SGAN: Computed Tomography Synthesis GAN Ahmad Pesaranghader Yiping Wang Mohammad Havaei GAN MedIm 19 11 0 14 Oct 2021
Harnessing the Conditioning Sensorium for Improved Image Translation Cooper Nederhood Nicholas I. Kolkin Deqing Fu Jason Salavon 35 6 0 13 Oct 2021
Gradient Normalization for Generative Adversarial Networks Yi-Lun Wu Hong-Han Shuai Zhi Rui Tam H. Chiu GAN 19 63 0 06 Sep 2021
Sketch Your Own GAN Sheng-Yu Wang David Bau Jun-Yan Zhu GAN 14 69 0 05 Aug 2021
A Pragmatic Look at Deep Imitation Learning Kai Arulkumaran D. Lillrank 21 9 0 04 Aug 2021
Toward Spatially Unbiased Generative Models Jooyoung Choi Jungbeom Lee Yonghyun Jeong Sungroh Yoon DiffM 30 17 0 03 Aug 2021
Synthetic flow-based cryptomining attack generation through Generative Adversarial Networks Alberto Mozo Ángel González-Prieto Antonio Agustin Pastor Perales Sandra Gómez Canaval Edgar Talavera 19 23 0 30 Jul 2021
StyleCariGAN: Caricature Generation via StyleGAN Feature Map Modulation Won-Dong Jang Gwangjin Ju Yucheol Jung Jiaolong Yang Xin Tong Seungyong Lee GAN 24 21 0 09 Jul 2021
Generalization Error of GAN from the Discriminator's Perspective Hongkang Yang Weinan E GAN 38 13 0 08 Jul 2021