GLeaD: Improving GANs with A Generator-Leading Task

7 December 2022

Yujiu Yang

Papers citing "GLeaD: Improving GANs with A Generator-Leading Task"

50 / 69 papers shown

Title
Improving 3D-aware Image Synthesis with A Geometry-aware Discriminator Zifan Shi Yinghao Xu Yujun Shen Deli Zhao Qifeng Chen Dit-Yan Yeung 114 20 0 30 Sep 2022
Improving GANs with A Dynamic Discriminator Ceyuan Yang Yujun Shen Yinghao Xu Deli Zhao Bo Dai Bolei Zhou TTA 88 25 0 20 Sep 2022
High-fidelity GAN Inversion with Padding Space Qingyan Bai Yinghao Xu Jiapeng Zhu Weihao Xia Yujiu Yang Yujun Shen 68 32 0 21 Mar 2022
Depth-Aware Generative Adversarial Network for Talking Head Video Generation Fa-Ting Hong Longhao Zhang Li Shen Dan Xu 3DH CVBM 65 173 0 13 Mar 2022
StyleHEAT: One-Shot High-Resolution Editable Talking Face Generation via Pre-trained StyleGAN Fei Yin Yong Zhang Xiaodong Cun Ming Cao Yanbo Fan Xuanxia Wang Qingyan Bai Baoyuan Wu Jue Wang Yujiu Yang CVBM 81 173 0 08 Mar 2022
Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values Ahmed Imtiaz Humayun Randall Balestriero Richard Baraniuk 34 32 0 03 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 211 30,089 0 01 Mar 2022
3D-Aware Indoor Scene Synthesis with Depth Priors Zifan Shi Yujun Shen Jiapeng Zhu Dit-Yan Yeung Qifeng Chen GAN MDE 80 36 0 17 Feb 2022
3D-aware Image Synthesis via Learning Structural and Textural Representations Yinghao Xu Sida Peng Ceyuan Yang Yujun Shen Bolei Zhou 3DV 42 131 0 20 Dec 2021
Ensembling Off-the-shelf Models for GAN Training Nupur Kumari Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 76 87 0 16 Dec 2021
HyperInverter: Improving StyleGAN Inversion via Hypernetwork Tan M. Dinh Anh Tran Rang Nguyen Binh-Son Hua 50 119 0 01 Dec 2021
Improving GAN Equilibrium by Raising Spatial Awareness Jianyuan Wang Ceyuan Yang Yinghao Xu Yujun Shen Hongdong Li Bolei Zhou GAN 50 30 0 01 Dec 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 92 273 0 30 Nov 2021
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes Sam Bond-Taylor P. Hessey Hiroshi Sasaki T. Breckon Chris G. Willcocks DiffM 69 72 0 24 Nov 2021
CIPS-3D: A 3D-Aware Generator of GANs Based on Conditionally-Independent Pixel Synthesis Peng Zhou Lingxi Xie Bingbing Ni Qi Tian 64 175 0 19 Oct 2021
StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis Jiatao Gu Lingjie Liu Peng Wang Christian Theobalt VGen 62 557 0 18 Oct 2021
GAN Inversion for Out-of-Range Images with Geometric Transformations Kyoungkook Kang S. Kim Sunghyun Cho 36 72 0 20 Aug 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 158 1,591 0 23 Jun 2021
Pivotal Tuning for Latent-based Editing of Real Images Daniel Roich Ron Mokady Amit H. Bermano Daniel Cohen-Or DiffM 104 528 0 10 Jun 2021
Data-Efficient Instance Generation from Instance Discrimination Ceyuan Yang Yujun Shen Yinghao Xu Bolei Zhou 49 83 0 08 Jun 2021
Low-Rank Subspaces in GANs Jiapeng Zhu Ruili Feng Yujun Shen Deli Zhao Zhengjun Zha Jingren Zhou Qifeng Chen GAN 34 71 0 08 Jun 2021
ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement Yuval Alaluf Or Patashnik Daniel Cohen-Or 75 346 0 06 Apr 2021
StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery Or Patashnik Zongze Wu Eli Shechtman Daniel Cohen-Or Dani Lischinski CLIP VLM 75 1,204 0 31 Mar 2021
Training GANs with Stronger Augmentations via Contrastive Discriminator Jongheon Jeong Jinwoo Shin 44 65 0 17 Mar 2021
Designing an Encoder for StyleGAN Image Manipulation Omer Tov Yuval Alaluf Yotam Nitzan Or Patashnik Daniel Cohen-Or 249 782 0 04 Feb 2021
GAN Inversion: A Survey Weihao Xia Yulun Zhang Yujiu Yang Jing-Hao Xue Bolei Zhou Ming-Hsuan Yang DiffM 134 512 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 211 239 0 12 Jan 2021
Towards Real-World Blind Face Restoration with Generative Facial Prior Xintao Wang Yu Li Honglun Zhang Ying Shan CVBM 64 445 0 11 Jan 2021
Taming Transformers for High-Resolution Image Synthesis Patrick Esser Robin Rombach Bjorn Ommer ViT 106 2,931 0 17 Dec 2020
You Only Need Adversarial Supervision for Semantic Image Synthesis V. Sushko Edgar Schönfeld Dan Zhang Juergen Gall Bernt Schiele Anna Khoreva GAN 237 189 0 08 Dec 2020
pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis E. R. Chan M. Monteiro Petr Kellnhofer Jiajun Wu Gordon Wetzstein GAN 95 852 0 02 Dec 2020
StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation Zongze Wu Dani Lischinski Eli Shechtman DRL 84 483 0 25 Nov 2020
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation Elad Richardson Yuval Alaluf Or Patashnik Yotam Nitzan Yaniv Azar Stav Shapiro Daniel Cohen-Or 119 1,107 0 03 Aug 2020
XingGAN for Person Image Generation Hao Tang S. Bai Li Zhang Philip Torr N. Sebe GAN 46 173 0 17 Jul 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 127 1,880 0 11 Jun 2020
Bringing Old Photos Back to Life Bo Liu Bo Zhang Dongdong Chen Peiying Zhang Dong Chen Jing Liao Fang Wen 56 206 0 20 Apr 2020
Adversarial Latent Autoencoders Stanislav Pidhorskyi Donald Adjeroh Gianfranco Doretto GAN DRL 87 261 0 09 Apr 2020
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen Aaron Hertzmann J. Lehtinen Sylvain Paris 109 902 0 06 Apr 2020
In-Domain GAN Inversion for Real Image Editing Jiapeng Zhu Yujun Shen Deli Zhao Bolei Zhou DiffM 64 641 0 31 Mar 2020
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation Xingang Pan Xiaohang Zhan Bo Dai Dahua Lin Chen Change Loy Ping Luo DiffM 72 360 0 30 Mar 2020
Image Processing Using Multi-Code GAN Prior Jinjin Gu Yujun Shen Bolei Zhou GAN 69 317 0 15 Dec 2019
StarGAN v2: Diverse Image Synthesis for Multiple Domains Yunjey Choi Youngjung Uh Jaejun Yoo Jung-Woo Ha 3DH 101 1,740 0 04 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 258 5,794 0 03 Dec 2019
Image2StyleGAN++: How to Edit the Embedded Images? Rameen Abdal Yipeng Qin Peter Wonka 75 554 0 26 Nov 2019
Interpreting the Latent Space of GANs for Semantic Face Editing Yujun Shen Jinjin Gu Xiaoou Tang Bolei Zhou CVBM GAN 115 1,120 0 25 Jul 2019
Improved Precision and Recall Metric for Assessing Generative Models Tuomas Kynkaanniemi Tero Karras S. Laine J. Lehtinen Timo Aila EGVM 91 856 0 15 Apr 2019
Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space? Rameen Abdal Yipeng Qin Peter Wonka GAN 98 1,109 0 05 Apr 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 522 10,527 0 12 Dec 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 235 5,381 0 28 Sep 2018
ReenactGAN: Learning to Reenact Faces via Boundary Transfer Wayne Wu Yunxuan Zhang Cheng Li Chao Qian Chen Change Loy CVBM ViT 69 200 0 29 Jul 2018