MineGAN: effective knowledge transfer from GANs to target domains with few images

11 December 2019

Papers citing "MineGAN: effective knowledge transfer from GANs to target domains with few images"

49 / 49 papers shown

Title
EchoMask: Speech-Queried Attention-based Mask Modeling for Holistic Co-Speech Motion Generation Xiangyue Zhang Jianfang Li Jiaxu Zhang Jianqiang Ren Liefeng Bo Zhigang Tu 32 0 0 12 Apr 2025
Few-shot Image Generation via Style Adaptation and Content Preservation Xiaosheng He Fan Yang Fayao Liu Guosheng Lin 24 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 59 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 48 1 0 21 Aug 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 33 8 0 31 Jul 2023
Few-shot 3D Shape Generation Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 33 1 0 19 May 2023
Spider GAN: Leveraging Friendly Neighbors to Accelerate GAN Training Siddarth Asokan C. Seelamantula GAN 69 1 0 12 May 2023
WeditGAN: Few-Shot Image Generation via Latent Space Relocation Yuxuan Duan Li Niu Y. Hong Liqing Zhang 58 12 0 11 May 2023
Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation Yuxuan Duan Y. Hong Li Niu Liqing Zhang 48 51 0 04 Mar 2023
Texturize a GAN Using a Single Image Pengda Xiang Sitao Xiang Yajie Zhao GAN 28 0 0 21 Feb 2023
Multi-Concept Customization of Text-to-Image Diffusion Nupur Kumari Bin Zhang Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 67 827 0 08 Dec 2022
Diffusion Guided Domain Adaptation of Image Generators Kunpeng Song Ligong Han Bingchen Liu Dimitris N. Metaxas Ahmed Elgammal DiffM 28 34 0 08 Dec 2022
Brain Tumor Synthetic Data Generation with Adaptive StyleGANs Usama Tariq Rizwan Qureshi Ana Zafar Danyal Aftab Jia Wu Tanvirul Alam Zubair Shah Hazrat Ali MedIm 18 8 0 04 Dec 2022
DATID-3D: Diversity-Preserved Domain Adaptation Using Text-to-Image Diffusion for 3D Generative Model Gwanghyun Kim S. Chun DiffM 33 39 0 29 Nov 2022
DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple Domains S. Kim Kyoungkook Kang Geon-Yeong Kim Seung-Hwan Baek Sunghyun Cho 32 19 0 26 Nov 2022
Few-shot Image Generation with Diffusion Models Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 42 20 0 07 Nov 2022
Latent Space is Feature Space: Regularization Term for GANs Training on Limited Dataset P. Wang GAN 34 0 0 28 Oct 2022
Few-shot Image Generation via Masked Discrimination Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 27 12 0 27 Oct 2022
What's in a Decade? Transforming Faces Through Time Eric Chen Jin Sun Apoorv Khandelwal Dani Lischinski Noah Snavely Hadar Averbuch-Elor 39 7 0 13 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 40 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 61 81 0 03 Oct 2022
Rewriting Geometric Rules of a GAN Sheng-Yu Wang David Bau Jun-Yan Zhu 40 35 0 28 Jul 2022
Cross-Modal 3D Shape Generation and Manipulation Zezhou Cheng Menglei Chai Jian Ren Hsin-Ying Lee Kyle Olszewski Zeng Huang Subhransu Maji Sergey Tulyakov 42 32 0 24 Jul 2022
FakeCLR: Exploring Contrastive Learning for Solving Latent Discontinuity in Data-Efficient GANs Ziqiang Li Chaoyue Wang Heliang Zheng Jing Zhang Bin Li 34 24 0 18 Jul 2022
Modeling Image Composition for Complex Scene Generation Zuopeng Yang Daqing Liu Chaoyue Wang J. Yang Dacheng Tao ViT 36 50 0 02 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 25 7 0 31 May 2022
A Closer Look at Few-shot Image Generation Yunqing Zhao Henghui Ding Houjing Huang Ngai-man Cheung 38 73 0 08 May 2022
Synthesizing Informative Training Samples with GAN Bo Zhao Hakan Bilen DD 37 75 0 15 Apr 2022
Commonality in Natural Images Rescues GANs: Pretraining GANs with Generic and Privacy-free Synthetic Data Kyungjune Baek Hyunjung Shim 32 12 0 11 Apr 2022
One-Shot Adaptation of GAN in Just One CLIP Gihyun Kwon Jong Chul Ye VLM 38 43 0 17 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 27 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 38 73 0 06 Mar 2022
Variational Model Inversion Attacks Kuan-Chieh Jackson Wang Yanzhe Fu Ke Li Ashish Khisti R. Zemel Alireza Makhzani MIACV 25 95 0 26 Jan 2022
Ensembling Off-the-shelf Models for GAN Training Nupur Kumari Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 34 86 0 16 Dec 2021
One-Shot Generative Domain Adaptation Ceyuan Yang Yujun Shen Zhiyi Zhang Yinghao Xu Jiapeng Zhu Zhirong Wu Bolei Zhou 29 49 0 18 Nov 2021
StyleAlign: Analysis and Applications of Aligned StyleGAN Models Zongze Wu Yotam Nitzan Eli Shechtman Dani Lischinski 21 56 0 21 Oct 2021
Sketch Your Own GAN Sheng-Yu Wang David Bau Jun-Yan Zhu GAN 16 70 0 05 Aug 2021
GAN Prior Embedded Network for Blind Face Restoration in the Wild Tao Yang Peiran Ren Xuansong Xie Lei Zhang GAN CVBM 22 273 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 Fahad Shahbaz Khan Shangling Jui Joost van de Weijer 32 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 25 259 0 13 Apr 2021
Regularizing Generative Adversarial Networks under Limited Data Hung-Yu Tseng Lu Jiang Ce Liu Ming-Hsuan Yang Weilong Yang GAN 35 142 0 07 Apr 2021
Semi-supervised Synthesis of High-Resolution Editable Textures for 3D Humans Bindita Chaudhuri N. Sarafianos Linda G. Shapiro Tony Tung 3DH 25 27 0 31 Mar 2021
DeepI2I: Enabling Deep Hierarchical Image-to-Image Translation by Transferring from GANs Yaxing Wang Lu Yu Joost van de Weijer VLM 35 17 0 11 Nov 2020
Casting a BAIT for Offline and Online Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 96 45 0 23 Oct 2020
Differentiable Augmentation for Data-Efficient GAN Training Shengyu Zhao Zhijian Liu Ji Lin Jun-Yan Zhu Song Han 59 600 0 18 Jun 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 78 1,859 0 11 Jun 2020
Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs Sangwoo Mo Minsu Cho Jinwoo Shin 30 212 0 25 Feb 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 309 10,378 0 12 Dec 2018
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 214 1,156 0 24 Oct 2016