Title
VersaT2I: Improving Text-to-Image Models with Versatile Reward Jianshu Guo Wenhao Chai Jie Deng Hsiang-Wei Huang Tianbo Ye Yichen Xu Jiawei Zhang Lei Li Gaoang Wang VLM 176 19 0 27 Mar 2024
Generative Active Learning for Image Synthesis PersonalizationACM Multimedia (MM), 2024 Xu-Lu Zhang Wengyu Zhang Xiao Wei Jinlin Wu Zhaoxiang Zhang Zhen Lei Qing Li 256 5 0 22 Mar 2024
DreamFlow: High-Quality Text-to-3D Generation by Approximating Probability FlowInternational Conference on Learning Representations (ICLR), 2024 Kyungmin Lee Kihyuk Sohn Jinwoo Shin 164 28 0 22 Mar 2024
Osmosis: RGBD Diffusion Prior for Underwater Image Restoration Opher Bar Nathan Deborah Levy T. Treibitz Dan Rosenbaum 249 15 0 21 Mar 2024
Implicit Style-Content Separation using B-LoRA Yarden Frenkel Yael Vinker Ariel Shamir Daniel Cohen-Or MoMe OffRL 231 104 0 21 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 206 10 0 17 Mar 2024
OSTAF: A One-Shot Tuning Method for Improved Attribute-Focused T2I Personalization Ye Wang Zili Yi Rui Ma DiffM 136 0 0 17 Mar 2024
Block-wise LoRA: Revisiting Fine-grained LoRA for Effective Personalization and Stylization in Text-to-Image Generation Likun Li Haoqi Zeng Changpeng Yang Haozhe Jia Di Xu DiffM 158 7 0 12 Mar 2024
DEADiff: An Efficient Stylization Diffusion Model with Disentangled RepresentationsComputer Vision and Pattern Recognition (CVPR), 2024 Tianhao Qi Shancheng Fang Yanze Wu Hongtao Xie Jiawei Liu Lang Chen Qian He Yongdong Zhang DiffM 207 83 0 11 Mar 2024
Improving Diffusion Models for Virtual Try-onEuropean Conference on Computer Vision (ECCV), 2024 Yisol Choi Sangkyung Kwak Kyungmin Lee Hyungwon Choi Jinwoo Shin DiffM 249 63 0 08 Mar 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Pu Cao 234 68 0 07 Mar 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong Chentao Song Liangliang Cao Liangliang Cao EGVM 703 177 0 27 Feb 2024
Multi-LoRA Composition for Image Generation Ming Zhong Haoran Pan Shuohang Wang Yadong Lu Yizhu Jiao Siru Ouyang Donghan Yu Jiawei Han Weizhu Chen MoMe 146 66 0 26 Feb 2024
Lumiere: A Space-Time Diffusion Model for Video GenerationACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2024 Omer Bar-Tal Hila Chefer Omer Tov Charles Herrmann Roni Paiss ... T. Michaeli Oliver Wang Deqing Sun Tali Dekel Inbar Mosseri VGen 309 345 0 23 Jan 2024
Instruct-Imagen: Image Generation with Multi-modal InstructionComputer Vision and Pattern Recognition (CVPR), 2024 Hexiang Hu Kelvin C. K. Chan Yu-Chuan Su Wenhu Chen Yandong Li ... Xue Ben Boqing Gong William W. Cohen Ming-Wei Chang Xuhui Jia MLLM 206 69 0 03 Jan 2024
ZONE: Zero-Shot Instruction-Guided Local Editing Shanglin Li Bo-Wen Zeng Yutang Feng Sicheng Gao Xuhui Liu ... Li Lin Xu Tang Yao Hu Jianzhuang Liu Baochang Zhang DiffM 186 57 0 28 Dec 2023
MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers Haoyu Ma Shahin Mahdizadehaghdam Bichen Wu Zhipeng Fan Yuchao Gu Wenliang Zhao Lior Shapira Xiaohui Xie DiffM VGen 189 8 0 19 Dec 2023
MagicScroll: Nontypical Aspect-Ratio Image Generation for Visual Storytelling via Multi-Layered Semantic-Aware Denoising Bingyuan Wang Hengyu Meng Zeyu Cai Lanjiong Li Yue Ma Qifeng Chen Zeyu Wang DiffM 227 4 0 18 Dec 2023
PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding Zhen Li Mingdeng Cao Xintao Wang Chen Ma Ming-Ming Cheng Ying Shan DiffM 267 288 0 07 Dec 2023
DemoCaricature: Democratising Caricature Generation with a Rough Sketch Dar-Yen Chen A. Bhunia Subhadeep Koley Aneeshan Sain Pinaki Nath Chowdhury Yi-Zhe Song 230 11 0 07 Dec 2023
Alchemist: Parametric Control of Material Properties with Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2023 Prafull Sharma Varun Jampani Yuanzhen Li Xuhui Jia Dmitry Lagun Frédo Durand William T. Freeman Mark J. Matthews DiffM 282 33 0 05 Dec 2023
SAVE: Protagonist Diversification with Structure Agnostic Video EditingEuropean Conference on Computer Vision (ECCV), 2023 Yeji Song Wonsik Shin Junsoo Lee Jeesoo Kim Nojun Kwak DiffM VGen 228 11 0 05 Dec 2023
Orthogonal Adaptation for Modular Customization of Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2023 Ryan Po Guandao Yang Kfir Aberman Gordon Wetzstein DiffM 153 52 0 05 Dec 2023
Style Aligned Image Generation via Shared AttentionComputer Vision and Pattern Recognition (CVPR), 2023 Amir Hertz Andrey Voynov Shlomi Fruchter Daniel Cohen-Or DiffM 283 208 0 04 Dec 2023
StyleCrafter: Enhancing Stylized Text-to-Video Generation with Style Adapter Gongye Liu Menghan Xia Yong Zhang Haoxin Chen Jinbo Xing Xintao Wang Yujiu Yang Ying Shan DiffM VGen 363 0 0 01 Dec 2023
DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback Jiao Sun Deqing Fu Yushi Hu Su Wang Royi Rassin ... Dana Alon Charles Herrmann Sjoerd van Steenkiste Ranjay Krishna Cyrus Rashtchian EGVM 160 53 0 29 Nov 2023
InstaStyle: Inversion Noise of a Stylized Image is Secretly a Style AdviserEuropean Conference on Computer Vision (ECCV), 2023 Xing Cui Zekun Li Peipei Li Huaibo Huang Xuannan Liu Zhaofeng He DiffM 253 11 0 25 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 253 158 0 22 Nov 2023
Text-to-Sticker: Style Tailoring Latent Diffusion Models for Human Expression Animesh Sinha Bo Sun Anmol Kalia Arantxa Casanova Elliot Blanchard ... Ankit Ramchandani Maziar Sanjabi Sonal Gupta Amy Bearman Dhruv Mahajan DiffM 133 5 0 17 Nov 2023
A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization Xingzhe He Zhiwen Cao Nicholas I. Kolkin Lantao Yu Kun Wan Helge Rhodin Ratheesh Kalarot 250 16 0 07 Nov 2023
Cross-Image Attention for Zero-Shot Appearance TransferInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2023 Yuval Alaluf Daniel Garibi Or Patashnik Hadar Averbuch-Elor Daniel Cohen-Or DiffM 203 123 0 06 Nov 2023
Expanding Expressiveness of Diffusion Models with Limited Data via Self-Distillation based Fine-TuningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Jiwan Hur Jaehyun Choi Gyojin Han Dong-Jae Lee Junmo Kim 199 10 0 02 Nov 2023
Mini-DALLE3: Interactive Text to Image by Prompting Large Language Models Zeqiang Lai Xizhou Zhu Jifeng Dai Yu Qiao Wenhai Wang MLLM DiffM 172 24 0 11 Oct 2023
State of the Art on Diffusion Models for Visual Computing Ryan Po Wang Yifan Vladislav Golyanik Kfir Aberman Jonathan T. Barron ... Matthias Nießner Bjorn Ommer Christian Theobalt Peter Wonka Gordon Wetzstein 213 148 0 11 Oct 2023
ImagenHub: Standardizing the evaluation of conditional image generation modelsInternational Conference on Learning Representations (ICLR), 2023 Max Ku Tianle Li Kai Zhang Yujie Lu Xingyu Fu Wenwen Zhuang Wenhu Chen EGVM 300 61 0 02 Oct 2023
RealFill: Reference-Driven Generation for Authentic Image CompletionACM Transactions on Graphics (TOG), 2023 Luming Tang Nataniel Ruiz Qinghao Chu Yuanzhen Li Aleksander Holynski ... Bharath Hariharan Yael Pritch Neal Wadhwa Kfir Aberman Michael Rubinstein DiffM 217 61 0 28 Sep 2023
DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023 Namhyuk Ahn Junsoo Lee Chunggi Lee Kunhee Kim Daesik Kim Seung-Hun Nam Kibeom Hong DiffM 176 38 0 13 Sep 2023
PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models Li Chen Mengyi Zhao Yiheng Liu Mingxu Ding Yangyang Song ... Xu Wang Hao Yang Jing Liu Kang Du Min Zheng DiffM 134 73 0 11 Sep 2023
GEMRec: Towards Generative Model RecommendationWeb Search and Data Mining (WSDM), 2023 Yuanhe Guo Haoming Liu Hongyi Wen DiffM VLM 78 5 0 04 Aug 2023
FABRIC: Personalizing Diffusion Models with Iterative Feedback Dimitri von Rütte Elisabetta Fedele Jonathan Thomm Lukas Wolf 118 22 0 19 Jul 2023
HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image ModelsComputer Vision and Pattern Recognition (CVPR), 2023 Nataniel Ruiz Yuanzhen Li Varun Jampani Wei Wei Tingbo Hou Yael Pritch Neal Wadhwa Michael Rubinstein Kfir Aberman DiffM 165 221 0 13 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 374 16 0 25 Jun 2023
Improving Tuning-Free Real Image Editing with Proximal GuidanceIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Ligong Han Song Wen Qi Chen Zhixing Zhang Kunpeng Song ... Qilong Zhangli Jindong Jiang Zhaoyang Xia Akash Srivastava Dimitris N. Metaxas DiffM 222 83 0 08 Jun 2023
Real-World Image Variation by Aligning Diffusion Inversion ChainNeural Information Processing Systems (NeurIPS), 2023 Yuechen Zhang Jinbo Xing Eric Lo Jiaya Jia 249 42 0 30 May 2023
Training-free Content Injection using h-space in Diffusion ModelsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Jaeseok Jeong Mingi Kwon Youngjung Uh DiffM 228 38 0 27 Mar 2023