Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment

6 March 2022

Papers citing "Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment"

49 / 49 papers shown

Title
Generative Adversarial Networks with Limited Data: A Survey and Benchmarking Omar de Mitri Ruyu Wang Marco F. Huber 26 0 0 07 Apr 2025
GCA-3D: Towards Generalized and Consistent Domain Adaptation of 3D Generators Hengjia Li Yang Liu Yibo Zhao Haoran Cheng Yang Yang ... Qibo Qiu Boxi Wu Tu Zheng Zheng Yang D. Cai 87 0 0 20 Dec 2024
HyperGAN-CLIP: A Unified Framework for Domain Adaptation, Image Synthesis and Manipulation Abdul Basit Anees A. Baykal Muhammed Burak Kizil Duygu Ceylan Erkut Erdem Aykut Erdem CLIP 62 1 0 19 Nov 2024
DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning Yuxuan Duan Y. Hong Bo Zhang Jun Lan Huijia Zhu Weiqiang Wang Jianfu Zhang Li Niu L. Zhang DiffM 44 0 0 07 Nov 2024
CFTS-GAN: Continual Few-Shot Teacher Student for Generative Adversarial Networks Munsif Ali L. Rossi Massimo Bertozzi GAN CLL 16 1 0 17 Oct 2024
One-shot Generative Domain Adaptation in 3D GANs Ziqiang Li Yi Wu Chaoyue Wang Xue Rui Bin Li 16 0 0 11 Oct 2024
Selective Test-Time Adaptation for Unsupervised Anomaly Detection using Neural Implicit Representations Sameer Ambekar Julia A. Schnabel Cosmin Bereca MedIm OOD 26 0 0 04 Oct 2024
Few-Shot Image Generation by Conditional Relaxing Diffusion Inversion Yu Cao Shaogang Gong DiffM 32 2 0 09 Jul 2024
Transfer Learning for Diffusion Models Yidong Ouyang Liyan Xie Hongyuan Zha Guang Cheng DiffM 55 2 0 27 May 2024
Semantica: An Adaptable Image-Conditioned Diffusion Model Manoj Kumar N. Houlsby Emiel Hoogeboom DiffM VLM 34 0 0 23 May 2024
LeGO: Leveraging a Surface Deformation Network for Animatable Stylized Face Generation with One Example Soyeon Yoon Kwan Yun Kwanggyoon Seo Sihun Cha Jung Eun Yoo Junyong Noh 3DH 22 0 0 22 Mar 2024
Stylized Face Sketch Extraction via Generative Prior with Limited Data Kwan Yun Kwanggyoon Seo Chang Wook Seo Soyeon Yoon Seongcheol Kim Soohyun Ji Amirsaman Ashtari Junyong Noh CVBM 28 4 0 17 Mar 2024
Towards Robustness and Diversity: Continual Learning in Dialog Generation with Text-Mixup and Batch Nuclear-Norm Maximization Zihan Wang Jiayu Xiao Mengxian Li Zhongjiang He Yongxiang Li Chao Wang Shuangyong Song 16 0 0 16 Mar 2024
Deformable One-shot Face Stylization via DINO Semantic Guidance Yang Zhou Zichong Chen Hui Huang CVBM 32 5 0 01 Mar 2024
StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing Gaoxiang Cong Yuankai Qi Liang-Sheng Li Amin Beheshti Zhedong Zhang A. Hengel Ming-Hsuan Yang Chenggang Yan Qingming Huang 38 12 0 20 Feb 2024
Pick-and-Draw: Training-free Semantic Guidance for Text-to-Image Personalization Henglei Lv Jiayu Xiao Liang Li Qingming Huang DiffM 20 5 0 30 Jan 2024
UniHDA: A Unified and Versatile Framework for Multi-Modal Hybrid Domain Adaptation Hengjia Li Yang Liu Yuqi Lin Zhanwei Zhang Yibo Zhao ... Tu Zheng Zheng Yang Yuchun Jiang Boxi Wu Deng Cai DiffM 24 0 0 23 Jan 2024
Few-shot Image Generation via Information Transfer from the Built Geodesic Surface Yuexing Han Liheng Ruan Bing Wang 25 1 0 03 Jan 2024
Few-shot Image Generation via Style Adaptation and Content Preservation Xiaosheng He Fan Yang Fayao Liu Guosheng Lin 16 0 0 30 Nov 2023
Peer is Your Pillar: A Data-unbalanced Conditional GANs for Few-shot Image Generation Ziqiang Li Chaoyue Wang Xue Rui Chao Xue Jiaxu Leng Bin Li GAN VLM 17 2 0 14 Nov 2023
Few-shot Hybrid Domain Adaptation of Image Generators Hengjia Li Yang Liu Linxuan Xia Yuqi Lin Tu Zheng Zheng Yang Wenxiao Wang Xiaohui Zhong Xiaobo Ren Xiaofei He 17 2 0 30 Oct 2023
One-for-All: Towards Universal Domain Translation with a Single StyleGAN Yong Du Jiahui Zhan Shengfeng He Xinzhe Li Junyu Dong Sheng Chen Ming-Hsuan Yang VLM 33 2 0 22 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 53 7 0 25 Sep 2023
Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption Teng Hu Jiangning Zhang L. Liu Ran Yi Siqi Kou Haokun Zhu Xu Chen Yabiao Wang Chengjie Wang Lizhuang Ma DiffM 37 11 0 07 Sep 2023
Scenimefy: Learning to Craft Anime Scene via Semi-Supervised Image-to-Image Translation Yu Jiang Liming Jiang Shuai Yang Chen Change Loy 18 15 0 24 Aug 2023
LFS-GAN: Lifelong Few-Shot Image Generation Juwon Seo Jingwen Kang Gyeong-Moon Park CLL 30 11 0 23 Aug 2023
Improving Diversity in Zero-Shot GAN Adaptation with Semantic Variations Seogkyu Jeon Bei Liu Pilhyeon Lee Kibeom Hong Jianlong Fu H. Byun 30 1 0 21 Aug 2023
Smoothness Similarity Regularization for Few-Shot GAN Adaptation V. Sushko Ruyu Wang Juergen Gall 28 2 0 18 Aug 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 28 8 0 31 Jul 2023
A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot Milad Abdollahzadeh Touba Malekzadeh Christopher T. H. Teo Keshigeyan Chandrasegaran Guimeng Liu Ngai-man Cheung VLM MedIm 33 21 0 26 Jul 2023
AdAM: Few-Shot Image Generation via Adaptation-Aware Kernel Modulation Yunqing Zhao Keshigeyan Chandrasegaran Abdollahzadeh Milad Chao Du Tianyu Pang Ruoteng Li Henghui Ding Ngai-man Cheung 21 0 0 04 Jul 2023
DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited Data Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 24 10 0 25 Jun 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 11 0 11 May 2023
Learning to Evaluate the Artness of AI-generated Images Junyu Chen Jie An Hanjia Lyu Christopher Kanan Jiebo Luo EGVM 19 12 0 08 May 2023
Exploring Incompatible Knowledge Transfer in Few-shot Image Generation Yunqing Zhao Chao Du Milad Abdollahzadeh Tianyu Pang Min-Bin Lin Shuicheng Yan Ngai-man Cheung 21 19 0 15 Apr 2023
Zero-shot Generative Model Adaptation via Image-specific Prompt Learning Jiayi Guo Chaofei Wang You Wu Eric Zhang Kai Wang Xingqian Xu S. Song Humphrey Shi Gao Huang DiffM VLM 69 28 0 06 Apr 2023
Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models Eric Zhang Kai Wang Xingqian Xu Zhangyang Wang Humphrey Shi DiffM 42 172 0 30 Mar 2023
Domain Re-Modulation for Few-Shot Generative Domain Adaptation Yi Wu Ziqiang Li Chaoyue Wang Heliang Zheng Shan Zhao Bin Li Dacheng Ta 28 17 0 06 Feb 2023
Few-shot Face Image Translation via GAN Prior Distillation Ruoyu Zhao Mingrui Zhu Xiaoyu Wang N. Wang CVBM 20 0 0 28 Jan 2023
Few-shot Image Generation with Diffusion Models Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 30 20 0 07 Nov 2022
Few-shot Image Generation via Masked Discrimination Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 22 12 0 27 Oct 2022
Generalized One-shot Domain Adaptation of Generative Adversarial Networks Zicheng Zhang Yinglu Liu Congying Han Tiande Guo Ting Yao Tao Mei GAN 88 20 0 08 Sep 2022
Towards Diverse and Faithful One-shot Adaption of Generative Adversarial Networks Yabo Zhang Mingshuai Yao Yuxiang Wei Zhilong Ji Jinfeng Bai W. Zuo 13 23 0 18 Jul 2022
A Closer Look at Few-shot Image Generation Yunqing Zhao Henghui Ding Houjing Huang Ngai-man Cheung 24 71 0 08 May 2022
One-Shot Adaptation of GAN in Just One CLIP Gihyun Kwon Jong Chul Ye VLM 30 43 0 17 Mar 2022
Generating Novel Scene Compositions from Single Images and Videos V. Sushko Dan Zhang Juergen Gall Anna Khoreva GAN 25 15 0 24 Mar 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,320 0 12 Dec 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,387 0 21 Nov 2016