Title
LoRACLR: Contrastive Adaptation for Customization of Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2024 Enis Simsar Thomas Hofmann F. Tombari Pinar Yanardag MoMe 301 7 0 12 Dec 2024
UniReal: Universal Image Generation and Editing via Learning Real-world DynamicsComputer Vision and Pattern Recognition (CVPR), 2024 Xi Chen Zhifei Zhang Chentao Song Yuqian Zhou Seunggeun Kim ... Nanxuan Zhao Yilin Wang Hui Ding Zhe Lin Hengshuang Zhao VGen DiffM 372 65 0 10 Dec 2024
StyleMaster: Stylize Your Video with Artistic Generation and TranslationComputer Vision and Pattern Recognition (CVPR), 2024 Zixuan Ye Huijuan Huang Xintao Wang Pengfei Wan Di Zhang Wenhan Luo DiffM VGen 246 25 0 10 Dec 2024
FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2024 Tong Wu Yinghao Xu Ryan Po Mengchen Zhang Guandao Yang Yuan Liu Ziqiang Liu Dahua Lin Gordon Wetzstein 195 3 0 10 Dec 2024
UnZipLoRA: Separating Content and Style from a Single Image Chang Liu Viraj Shah Aiyu Cui Svetlana Lazebnik 306 13 0 05 Dec 2024
AnyEdit: Mastering Unified High-Quality Image Editing for Any IdeaComputer Vision and Pattern Recognition (CVPR), 2024 Qifan Yu Wei Chow Zhongqi Yue Kaihang Pan Yang Wu Xiaoyang Wan Juncheng Billy Li Siliang Tang Hao Zhang Yueting Zhuang DiffM 393 98 0 24 Nov 2024
ColorEdit: Training-free Image-Guided Color editing with diffusion model Xingxi Yin Zhi Li Jingfeng Zhang Chenglin Li Yin Zhang DiffM 323 1 0 15 Nov 2024
Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models Nvidia : Yuval Atzmon Maciej Bala Yogesh Balaji ... Ting-Chun Wang Shuran Song Fangyin Wei Yu Zeng Qinsheng Zhang 204 20 0 11 Nov 2024
ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-TuningComputer Vision and Pattern Recognition (CVPR), 2024 David Junhao Zhang Roni Paiss Shiran Zada Nikhil Karnad David E. Jacobs Yael Pritch Inbar Mosseri Mike Zheng Shou Neal Wadhwa Nataniel Ruiz DiffM VGen 365 32 0 07 Nov 2024
StyleTex: Style Image-Guided Texture Generation for 3D ModelsACM Transactions on Graphics (TOG), 2024 Zhiyu Xie Yuqing Zhang Xiangjun Tang Yiqian Wu Dehan Chen Gongsheng Li Xaogang Jin DiffM 323 8 0 01 Nov 2024
IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models Hang Guo Yawei Li Tao Dai Shu-Tao Xia Luca Benini MQ 281 5 0 29 Oct 2024
Group Diffusion Transformers are Unsupervised Multitask Learners Lianghua Huang Wei Wang Zhi-Fan Wu Huanzhang Dou Yupeng Shi Yutong Feng C. Liang Yu Liu Jingren Zhou VLM 231 18 0 19 Oct 2024
A Simple Approach to Unifying Diffusion-based Conditional GenerationInternational Conference on Learning Representations (ICLR), 2024 Ding Wang Charles Herrmann Kelvin C.K. Chan Yinxiao Li Deqing Sun Chao Ma Ming-Hsuan Yang DiffM VLM 381 5 0 15 Oct 2024
LVD-2M: A Long-take Video Dataset with Temporally Dense CaptionsNeural Information Processing Systems (NeurIPS), 2024 Tianwei Xiong Yuqing Wang Daquan Zhou Zhijie Lin Jiashi Feng Xihui Liu VGen 192 12 0 14 Oct 2024
Low-Rank Continual Personalization of Diffusion Models Łukasz Staniszewski Katarzyna Zaleska Kamil Deja DiffM 301 1 0 07 Oct 2024
Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample OptimizationInternational Conference on Learning Representations (ICLR), 2024 Zichen Miao Zhengyuan Yang Kevin Lin Ze Wang Zicheng Liu Lijuan Wang Qiang Qiu 304 13 0 04 Oct 2024
Improving Fine-Grained Control via Aggregation of Multiple Diffusion Models Conghan Yue Zhengwei Peng Shiyan Du Zhi Ji Chuangjian Cai Le Wan Dongyu Zhang 202 0 0 02 Oct 2024
Copying style, Extracting value: Illustrators' Perception of AI Style Transfer and its Impact on Creative LaborInternational Conference on Human Factors in Computing Systems (CHI), 2024 Julien Porquet Sitong Wang Lydia B. Chilton 112 8 0 25 Sep 2024
Multi-modal Generative AI: Multi-modal LLMs, Diffusions, and the Unification X. Wang Yuwei Zhou Bin Huang Hong Chen Wenwu Zhu DiffM 317 9 0 23 Sep 2024
AttnMod: Attention-Based New Art Styles Shih-Chieh Su DiffM 109 0 0 16 Sep 2024
TextBoost: Towards One-Shot Personalization of Text-to-Image Models via Fine-tuning Text Encoder NaHyeon Park Kunhee Kim Hyunjung Shim DiffM 207 6 1 12 Sep 2024
StyleBrush: Style Extraction and Transfer from a Single Image Wancheng Feng Wanquan Feng Dawei Huang Jiaming Pei Guangliang Cheng Lukun Wang 175 1 0 18 Aug 2024
Generating Sample-Based Musical Instruments Using Neural Audio Codec Language Models S. Nercessian Johannes Imort Ninon Devis Frederik Blang 194 3 0 22 Jul 2024
Still-Moving: Customized Video Generation without Customized Video Data Hila Chefer Shiran Zada Roni Paiss Ariel Ephrat Omer Tov Michael Rubinstein Lior Wolf Tali Dekel T. Michaeli Inbar Mosseri DiffM VGen 198 38 0 11 Jul 2024
Fine-Tuning Stable Diffusion XL for Stylistic Icon Generation: A Comparison of Caption Size Youssef Sultan Jiangqin Ma Yu-Ying Liao DiffM 76 0 0 11 Jul 2024
Ada-adapter:Fast Few-shot Style Personlization of Diffusion Model with Pre-trained Image Encoder Jia Liu Changlin Li Qirui Sun Jiahui Ming Chen Fang Jue Wang Bing Zeng Shuaicheng Liu DiffM 137 5 0 08 Jul 2024
Magic Insert: Style-Aware Drag-and-Drop Nataniel Ruiz Yuanzhen Li Neal Wadhwa Yael Pritch Michael Rubinstein David E. Jacobs Shlomi Fruchter DiffM 257 15 0 02 Jul 2024
InstantStyle-Plus: Style Transfer with Content-Preserving in Text-to-Image Generation Haofan Wang Peng-Fei Xing Renyuan Huang Hao Ai Qixun Wang Xu Bai DiffM 228 44 0 30 Jun 2024
MUMU: Bootstrapping Multimodal Image Generation from Text-to-Image Data William Berman A. Peysakhovich 193 5 0 26 Jun 2024
Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models Matthew Zheng Enis Simsar Hidir Yesiltepe Federico Tombari Joel Simon Pinar Yanardag 272 7 0 20 Jun 2024
4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities Roman Bachmann Oğuzhan Fatih Kar David Mizrahi Ali Garjani Mingfei Gao David Griffiths Jiaming Hu Afshin Dehghan Amir Zamir MoE VLM MLLM 214 33 0 13 Jun 2024
Bayesian Power Steering: An Effective Approach for Domain Adaptation of Diffusion Models Ding Huang Ting Li Jian Huang DiffM 180 1 0 06 Jun 2024
RB-Modulation: Training-Free Personalization of Diffusion Models using Stochastic Optimal Control Litu Rout Yujia Chen Nataniel Ruiz Abhishek Kumar Constantine Caramanis Sanjay Shakkottai Wen-Sheng Chu DiffM 226 37 0 27 May 2024
ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance Jiannan Huang Jun Hao Liew Hanshu Yan Yuyang Yin Yao Zhao Yunchao Wei Yunchao Wei DiffM 501 15 0 27 May 2024
StyleMaster: Towards Flexible Stylized Image Generation with Diffusion Models Chengming Xu Kai Hu Donghao Luo Jiangning Zhang Wei Li Yanhao Ge Chengjie Wang DiffM 86 0 0 24 May 2024
EditWorld: Simulating World Dynamics for Instruction-Following Image Editing Ling Yang Bo-Wen Zeng Jiaming Liu Hong Li Minghao Xu Wentao Zhang Shuicheng Yan DiffM 173 26 0 23 May 2024
FreeTuner: Any Subject in Any Style with Training-free Diffusion Youcan Xu Zhen Wang Jun Xiao Wei Liu Long Chen DiffM 113 22 0 23 May 2024
TriLoRA: Integrating SVD for Advanced Style Personalization in Text-to-Image Generation Chengcheng Feng Mu He Qiuyu Tian Haojie Yin Xiaofang Zhao Hongwei Tang Xingqiang Wei DiffM 163 4 0 18 May 2024
A Survey on Personalized Content Synthesis with Diffusion ModelsMachine Intelligence Research (MIR), 2024 Xu-Lu Zhang Xiao Wei Wengyu Zhang Jinlin Wu Jiaxin Wu Zhen Lei Zhaoxiang Zhang Zhen Lei Qing Li EGVM 444 30 0 09 May 2024
Customizing Text-to-Image Models with a Single Image PairACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2024 Maxwell Jones Sheng-Yu Wang Nupur Kumari David Bau Jun-Yan Zhu DiffM 243 33 0 02 May 2024
Improving Subject-Driven Image Synthesis with Subject-Agnostic GuidanceComputer Vision and Pattern Recognition (CVPR), 2024 Kelvin C. K. Chan Yang Zhao Xuhui Jia Ming-Hsuan Yang Huisheng Wang 193 4 0 02 May 2024
Anywhere: A Multi-Agent Framework for User-Guided, Reliable, and Diverse Foreground-Conditioned Image Generation Tianyidan Xie Rui Ma Qian Wang Xiaoqian Ye Feixuan Liu Ying Tai Ying Tai Lanjun Wang Zili Yi DiffM MLLM 188 5 0 29 Apr 2024
CAT: Contrastive Adapter Training for Personalized Image Generation Jae Wan Park Sang Hyun Park Jun Young Koh Junha Lee Min Song 135 6 0 11 Apr 2024
StyleForge: Enhancing Text-to-Image Synthesis for Any Artistic Styles with Dual Binding Junseo Park Beom-Seok Ko Hyeryung Jang DiffM 275 0 0 08 Apr 2024
DreamWalk: Style Space Exploration using Diffusion Guidance Michelle Shu Charles Herrmann Richard Strong Bowen Forrester Cole Ramin Zabih AI4TS DiffM 133 2 0 04 Apr 2024
InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation Haofan Wang Matteo Spinelli Qixun Wang Xu Bai Zekui Qin Anthony Chen DiffM 228 144 0 03 Apr 2024
U-VAP: User-specified Visual Appearance Personalization via Decoupled Self Augmentation You Wu Kean Liu Xiaoyue Mi Fan Tang Juan Cao Jintao Li DiffM 153 7 0 29 Mar 2024
Motion Inversion for Video Customization Luozhou Wang Guibao Shen Yixun Liang Xin Tao Pengfei Wan Di Zhang Yijun Li Yingcong Chen VGen DiffM 153 21 0 29 Mar 2024
Contrastive Test-Time Composition of Multiple LoRA Models for Image Generation Tuna Han Salih Meral Enis Simsar Federico Tombari Pinar Yanardag MoMe 291 4 0 28 Mar 2024
Imperceptible Protection against Style Imitation from Diffusion Models Namhyuk Ahn Wonhyuk Ahn Kiyoon Yoo Daesik Kim Seung-Hun Nam WIGM AAML DiffM 254 9 0 28 Mar 2024