Transferring GANs: generating images from limited data

4 May 2018

Papers citing "Transferring GANs: generating images from limited data"

50 / 56 papers shown

Title
Transfer Learning with Pre-trained Conditional Generative Models Shinýa Yamaguchi Sekitoshi Kanai Atsutoshi Kumagai Daiki Chijiwa H. Kashima VLM CLL BDL DiffM 129 5 0 21 Feb 2025
Beyond Traditional Single Object Tracking: A Survey Omar Abdelaziz Mohamed Shehata Mohamed Mohamed 35 0 0 16 May 2024
Customize StyleGAN with One Hand Sketch Shaocong Zhang VLM 26 0 0 29 Oct 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 55 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 40 1 0 21 Aug 2023
Few-shot 3D Shape Generation Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 28 1 0 19 May 2023
Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples Wanzhu Jiang Yunfeng Diao He-Nan Wang Jianxin Sun M. Wang Richang Hong 37 18 0 16 May 2023
WeditGAN: Few-Shot Image Generation via Latent Space Relocation Yuxuan Duan Li Niu Y. Hong Liqing Zhang 53 12 0 11 May 2023
Texturize a GAN Using a Single Image Pengda Xiang Sitao Xiang Yajie Zhao GAN 28 0 0 21 Feb 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 27 0 0 28 Jan 2023
Improving Reliability of Fine-tuning with Block-wise Optimisation Basel Barakat Qiang Huang 19 1 0 15 Jan 2023
Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection Jože M. Rožanec Patrik Zajec Spyros Theodoropoulos Erik Koehorst B. Fortuna Dunja Mladenić 10 8 0 19 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 16 8 0 04 Dec 2022
Fair Generative Models via Transfer Learning Christopher T. H. Teo Milad Abdollahzadeh Ngai-man Cheung 19 24 0 02 Dec 2022
Few-shot Image Generation with Diffusion Models Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 32 20 0 07 Nov 2022
Latent Space is Feature Space: Regularization Term for GANs Training on Limited Dataset P. Wang GAN 21 0 0 28 Oct 2022
Few-shot Image Generation via Masked Discrimination Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 25 12 0 27 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 32 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
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
Generative Neural Articulated Radiance Fields Alexander W. Bergman Petr Kellnhofer Yifan Wang E. R. Chan David B. Lindell Gordon Wetzstein 3DH 42 106 0 28 Jun 2022
A review of machine learning approaches, challenges and prospects for computational tumor pathology Liangrui Pan Zhichao Feng Shaoliang Peng AI4CE 19 7 0 31 May 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 18 7 0 31 May 2022
A Closer Look at Few-shot Image Generation Yunqing Zhao Henghui Ding Houjing Huang Ngai-man Cheung 24 72 0 08 May 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
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 35 73 0 06 Mar 2022
Ensembling Off-the-shelf Models for GAN Training Nupur Kumari Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 19 86 0 16 Dec 2021
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
Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification Yuan Xue Jiarong Ye Qianying Zhou L. R. Long Sameer Kiran Antani Z. Xue Carl Cornwell R. Zaino K. Cheng Xiaolei Huang MedIm 179 101 0 10 Nov 2021
Projected GANs Converge Faster Axel Sauer Kashyap Chitta Jens Muller Andreas Geiger 47 233 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
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 18 569 0 27 May 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 25 9 0 13 May 2021
GAN Prior Embedded Network for Blind Face Restoration in the Wild Tao Yang Peiran Ren Xuansong Xie Lei Zhang GAN CVBM 22 271 0 13 May 2021
GANTL: Towards Practical and Real-Time Topology Optimization with Conditional GANs and Transfer Learning M. Behzadi H. Ilies AI4CE 8 18 0 07 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 19 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 17 259 0 13 Apr 2021
Regularizing Generative Adversarial Networks under Limited Data Hung-Yu Tseng Lu Jiang Ce Liu Ming-Hsuan Yang Weilong Yang GAN 22 142 0 07 Apr 2021
Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation Carlos Lordelo Emmanouil Benetos S. Dixon Sven Ahlback Ohlsson Patrik 25 8 0 03 Jan 2021
DeepI2I: Enabling Deep Hierarchical Image-to-Image Translation by Transferring from GANs Yaxing Wang Lu Yu J. Weijer VLM 27 16 0 11 Nov 2020
Few-Shot Adaptation of Generative Adversarial Networks Esther Robb Wen-Sheng Chu Abhishek Kumar Jia-Bin Huang 22 98 0 22 Oct 2020
GAN Memory with No Forgetting Yulai Cong Miaoyun Zhao Jianqiao Li Sijia Wang Lawrence Carin CLL 11 116 0 13 Jun 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 23 1,853 0 11 Jun 2020
On Data Augmentation for GAN Training Ngoc-Trung Tran Viet-Hung Tran Ngoc-Bao Nguyen Trung-Kien Nguyen Ngai-man Cheung MedIm 18 35 0 09 Jun 2020
On Leveraging Pretrained GANs for Generation with Limited Data Miaoyun Zhao Yulai Cong Lawrence Carin 23 21 0 26 Feb 2020
Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs Sangwoo Mo Minsu Cho Jinwoo Shin 15 212 0 25 Feb 2020