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One-Shot Adaptation of GAN in Just One CLIP

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022

17 March 2022

Papers citing "One-Shot Adaptation of GAN in Just One CLIP"

31 / 31 papers shown

Title
AIR: Zero-shot Generative Model Adaptation with Iterative Refinement Guimeng Liu Milad Abdollahzadeh Ngai-Man Cheung VLM 303 0 0 12 Jun 2025
Contrastive Learning Guided Latent Diffusion Model for Image-to-Image Translation Qi Si Bo Wang Zhao Zhang 270 2 0 26 Mar 2025
UnZipLoRA: Separating Content and Style from a Single Image Chang Liu Viraj Shah Aiyu Cui Svetlana Lazebnik 314 13 0 05 Dec 2024
HyperGAN-CLIP: A Unified Framework for Domain Adaptation, Image Synthesis and ManipulationACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2024 Abdul Basit Anees A. Baykal Muhammed Burak Kizil Duygu Ceylan Erkut Erdem Aykut Erdem CLIP 348 2 0 19 Nov 2024
One-shot Generative Domain Adaptation in 3D GANsInternational Journal of Computer Vision (IJCV), 2024 Ziqiang Li Yi Wu Chaoyue Wang Xue Rui Bin Li 226 1 0 11 Oct 2024
Few-Shot Domain Adaptation for Learned Image CompressionAAAI Conference on Artificial Intelligence (AAAI), 2024 Tianyu Zhang Haotian Zhang Yuqi Li Li Li Dong Liu VLM 383 1 0 17 Sep 2024
Nickel and Diming Your GAN: A Dual-Method Approach to Enhancing GAN Efficiency via Knowledge DistillationEuropean Conference on Computer Vision (ECCV), 2024 Sangyeop Yeo Yoojin Jang Jaejun Yoo 241 3 0 19 May 2024
Unified Language-driven Zero-shot Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2024 Senqiao Yang Zhuotao Tian Li Jiang Jiaya Jia 195 27 0 10 Apr 2024
Contrastive Test-Time Composition of Multiple LoRA Models for Image Generation Tuna Han Salih Meral Enis Simsar Federico Tombari Pinar Yanardag MoMe 291 3 0 28 Mar 2024
Deformable One-shot Face Stylization via DINO Semantic Guidance Yang Zhou Zichong Chen Hui Huang CVBM 316 12 0 01 Mar 2024
One-Shot Structure-Aware Stylized Image Synthesis Hansam Cho Jonghyun Lee Seunggyu Chang Yonghyun Jeong DiffM 277 14 0 27 Feb 2024
Contrastive Denoising Score for Text-guided Latent Diffusion Image EditingComputer Vision and Pattern Recognition (CVPR), 2023 Hyelin Nam Gihyun Kwon Geon Yeong Park Jong Chul Ye DiffM 276 45 0 30 Nov 2023
ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAsEuropean Conference on Computer Vision (ECCV), 2023 Viraj Shah Nataniel Ruiz Forrester Cole Erika Lu Svetlana Lazebnik Yuanzhen Li Varun Jampani DiffM 261 159 0 22 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 219 7 0 14 Nov 2023
Customize StyleGAN with One Hand Sketch Shaocong Zhang VLM 238 0 0 29 Oct 2023
Scenimefy: Learning to Craft Anime Scene via Semi-Supervised Image-to-Image TranslationIEEE International Conference on Computer Vision (ICCV), 2023 Yu Jiang Liming Jiang Shuai Yang Chen Change Loy 196 20 0 24 Aug 2023
Domain Adaptation based on Human Feedback for Enhancing Generative Model Denoising Abilities Hyun-Cheol Park S. Kang DiffM 130 0 0 01 Aug 2023
Image Synthesis under Limited Data: A Survey and TaxonomyInternational Journal of Computer Vision (IJCV), 2023 Mengping Yang Zhe Wang 204 16 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 261 28 0 26 Jul 2023
DomainStudio: Fine-Tuning Diffusion Models for Domain-Driven Image Generation using Limited DataInternational Journal of Computer Vision (IJCV), 2023 Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 394 18 0 25 Jun 2023
Improving Diffusion-based Image Translation using Asymmetric Gradient Guidance Gihyun Kwon Jong Chul Ye DiffM 160 2 0 07 Jun 2023
Multi-Modal Face Stylization with a Generative Prior Mengtian Li Yi Dong Minxuan Lin Haibin Huang Pengfei Wan Chongyang Ma CVBM 266 4 0 29 May 2023
Few-shot 3D Shape Generation Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan DiffM 228 2 0 19 May 2023
WeditGAN: Few-Shot Image Generation via Latent Space RelocationAAAI Conference on Artificial Intelligence (AAAI), 2023 Yuxuan Duan Li Niu Y. Hong Liqing Zhang 312 19 0 11 May 2023
One-Shot Stylization for Full-Body Human Images Aiyu Cui Svetlana Lazebnik 3DH 193 0 0 14 Apr 2023
Few-shot Image Generation via Masked DiscriminationIEEE Transactions on Image Processing (IEEE TIP), 2022 Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 268 22 0 27 Oct 2022
MultiStyleGAN: Multiple One-shot Image Stylizations using a Single GAN Viraj Shah Ayush Sarkar Sudharsan Krishnakumar Anitha Svetlana Lazebnik 212 3 0 08 Oct 2022
Diffusion-based Image Translation using Disentangled Style and Content RepresentationInternational Conference on Learning Representations (ICLR), 2022 Gihyun Kwon Jong Chul Ye DiffM 471 198 0 30 Sep 2022
Generalized One-shot Domain Adaptation of Generative Adversarial NetworksNeural Information Processing Systems (NeurIPS), 2022 Zicheng Zhang Yinglu Liu Congying Han Tiande Guo Ting Yao Tao Mei GAN 255 26 0 08 Sep 2022
Towards Diverse and Faithful One-shot Adaption of Generative Adversarial NetworksNeural Information Processing Systems (NeurIPS), 2022 Yabo Zhang Mingshuai Yao Yuxiang Wei Zhilong Ji Jinfeng Bai W. Zuo 266 26 0 18 Jul 2022
One-Shot Generative Domain Adaptation Ceyuan Yang Yujun Shen Zhiyi Zhang Yinghao Xu Jiapeng Zhu Zhirong Wu Bolei Zhou 222 60 0 18 Nov 2021