Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs

25 February 2020

Papers citing "Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs"

42 / 42 papers shown

Title
Few-shot Image Generation via Style Adaptation and Content Preservation Xiaosheng He Fan Yang Fayao Liu Guosheng Lin 19 0 0 30 Nov 2023
Adapt then Unlearn: Exploring Parameter Space Semantics for Unlearning in Generative Adversarial Networks Piyush Tiwary Atri Guha Subhodip Panda Prathosh A.P. MU GAN 53 7 0 25 Sep 2023
Improving Diversity in Zero-Shot GAN Adaptation with Semantic Variations Seogkyu Jeon Bei Liu Pilhyeon Lee Kibeom Hong Jianlong Fu H. Byun 34 1 0 21 Aug 2023
Few-shot 3D Shape Generation Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 26 1 0 19 May 2023
WeditGAN: Few-Shot Image Generation via Latent Space Relocation Yuxuan Duan Li Niu Y. Hong Liqing Zhang 46 12 0 11 May 2023
Text-driven Visual Synthesis with Latent Diffusion Prior Tingbo Liao Songwei Ge Yiran Xu Yao-Chih Lee Badour Albahar Jia-Bin Huang DiffM 28 6 0 16 Feb 2023
Few-shot Face Image Translation via GAN Prior Distillation Ruoyu Zhao Mingrui Zhu Xiaoyu Wang N. Wang CVBM 25 0 0 28 Jan 2023
Fair Generative Models via Transfer Learning Christopher T. H. Teo Milad Abdollahzadeh Ngai-man Cheung 19 24 0 02 Dec 2022
Dr.3D: Adapting 3D GANs to Artistic Drawings Wonjoon Jin Nuri Ryu Geon-Yeong Kim Seung-Hwan Baek Sunghyun Cho 3DH 23 15 0 30 Nov 2022
DATID-3D: Diversity-Preserved Domain Adaptation Using Text-to-Image Diffusion for 3D Generative Model Gwanghyun Kim S. Chun DiffM 23 39 0 29 Nov 2022
Few-shot Image Generation with Diffusion Models Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 32 20 0 07 Nov 2022
Surgical Fine-Tuning Improves Adaptation to Distribution Shifts Yoonho Lee Annie S. Chen Fahim Tajwar Ananya Kumar Huaxiu Yao Percy Liang Chelsea Finn OOD 47 197 0 20 Oct 2022
Content-Based Search for Deep Generative Models Daohan Lu Sheng-Yu Wang Nupur Kumari Rohan Agarwal Mia Tang David Bau Jun-Yan Zhu DiffM SyDa 30 5 0 06 Oct 2022
Visual Prompt Tuning for Generative Transfer Learning Kihyuk Sohn Yuan Hao José Lezama Luisa F. Polanía Huiwen Chang Han Zhang Irfan Essa Lu Jiang VPVLM VLM 53 81 0 03 Oct 2022
3DFaceShop: Explicitly Controllable 3D-Aware Portrait Generation Junshu Tang Bo Zhang Binxin Yang Ting Zhang Dong Chen Lizhuang Ma Fang Wen 3DH 26 18 0 12 Sep 2022
3D Cartoon Face Generation with Controllable Expressions from a Single GAN Image Hao Wang Wenhao Shen S. Hoi Chun Miao C. Miao 3DH CVBM 33 4 0 29 Jul 2022
Rewriting Geometric Rules of a GAN Sheng-Yu Wang David Bau Jun-Yan Zhu 29 35 0 28 Jul 2022
FakeCLR: Exploring Contrastive Learning for Solving Latent Discontinuity in Data-Efficient GANs Ziqiang Li Chaoyue Wang Heliang Zheng Jing Zhang Bin Li 26 23 0 18 Jul 2022
Data Redaction from Pre-trained GANs Zhifeng Kong Kamalika Chaudhuri 45 16 0 29 Jun 2022
Augmentation-Aware Self-Supervision for Data-Efficient GAN Training Liang Hou Qi Cao Yige Yuan Songtao Zhao Chongyang Ma Siyuan Pan Pengfei Wan Xiaoshuang Li Huawei Shen Xueqi Cheng 16 7 0 31 May 2022
Enhancing Quality of Pose-varied Face Restoration with Local Weak Feature Sensing and GAN Prior Kaigeng Hu Yu Liu Renhe Liu Wei Lu Gang Yu Bin-Bin Fu CVBM 18 3 0 28 May 2022
A Closer Look at Few-shot Image Generation Yunqing Zhao Henghui Ding Houjing Huang Ngai-man Cheung 24 71 0 08 May 2022
A Challenging Benchmark of Anime Style Recognition Haotang Li S. Guo Kailin Lyu Xiao Yang Tianchen Chen Jianqing Zhu Huanqiang Zeng CVBM 11 5 0 29 Apr 2022
Commonality in Natural Images Rescues GANs: Pretraining GANs with Generic and Privacy-free Synthetic Data Kyungjune Baek Hyunjung Shim 16 12 0 11 Apr 2022
MyStyle: A Personalized Generative Prior Yotam Nitzan Kfir Aberman Qiurui He O. Liba Michal Yarom Yossi Gandelsman Inbar Mosseri Yael Pritch Daniel Cohen-or 32 25 0 31 Mar 2022
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs Jiteng Mu Shalini De Mello Zhiding Yu Nuno Vasconcelos X. Wang Jan Kautz Sifei Liu GAN 22 18 0 30 Mar 2022
Face Verification Bypass Sanjana Sarda CVBM 30 0 0 28 Mar 2022
CtlGAN: Few-shot Artistic Portraits Generation with Contrastive Transfer Learning Yue Wang Ran Yi Luying Li Ying Tai Chengjie Wang Lizhuang Ma VLM ViT 22 13 0 16 Mar 2022
Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment Jiayu Xiao Liang Li Chaofei Wang Zhengjun Zha Qingming Huang GAN 33 73 0 06 Mar 2022
One-Shot Generative Domain Adaptation Ceyuan Yang Yujun Shen Zhiyi Zhang Yinghao Xu Jiapeng Zhu Zhirong Wu Bolei Zhou 19 49 0 18 Nov 2021
Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training Minguk Kang Woohyeon Shim Minsu Cho Jaesik Park GAN 28 107 0 01 Nov 2021
Projected GANs Converge Faster Axel Sauer Kashyap Chitta Jens Muller Andreas Geiger 36 233 0 01 Nov 2021
StyleAlign: Analysis and Applications of Aligned StyleGAN Models Zongze Wu Yotam Nitzan Eli Shechtman Dani Lischinski 16 56 0 21 Oct 2021
Sketch Your Own GAN Sheng-Yu Wang David Bau Jun-Yan Zhu GAN 14 69 0 05 Aug 2021
StyleCariGAN: Caricature Generation via StyleGAN Feature Map Modulation Won-Dong Jang Gwangjin Ju Yucheol Jung Jiaolong Yang Xin Tong Seungyong Lee GAN 22 21 0 09 Jul 2021
TransferI2I: Transfer Learning for Image-to-Image Translation from Small Datasets Yaxing Wang Héctor Laria Mantecón Joost van de Weijer Laura Lopez-Fuentes Bogdan Raducanu VLM 20 9 0 13 May 2021
MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to Limited Data Domains Yaxing Wang Abel Gonzalez-Garcia Chenshen Wu Luis Herranz F. Khan Shangling Jui Joost van de Weijer 6 6 0 28 Apr 2021
Few-shot Image Generation via Cross-domain Correspondence Utkarsh Ojha Yijun Li Jingwan Lu Alexei A. Efros Yong Jae Lee Eli Shechtman Richard Y. Zhang 15 258 0 13 Apr 2021
Regularizing Generative Adversarial Networks under Limited Data Hung-Yu Tseng Lu Jiang Ce Liu Ming-Hsuan Yang Weilong Yang GAN 22 142 0 07 Apr 2021
Few-Shot Adaptation of Generative Adversarial Networks Esther Robb Wen-Sheng Chu Abhishek Kumar Jia-Bin Huang 22 98 0 22 Oct 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 19 1,852 0 11 Jun 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,344 0 12 Dec 2018