Multi-Concept Customization of Text-to-Image Diffusion

8 December 2022

Jun-Yan Zhu

Papers citing "Multi-Concept Customization of Text-to-Image Diffusion"

50 / 671 papers shown

Title
Cones 2: Customizable Image Synthesis with Multiple Subjects Zhiheng Liu Yifei Zhang Yujun Shen Kecheng Zheng Kai Zhu Ruili Feng Yu Liu Deli Zhao Jingren Zhou Yang Cao DiffM 63 80 0 30 May 2023
Real-World Image Variation by Aligning Diffusion Inversion Chain Yuechen Zhang Jinbo Xing Eric Lo Jiaya Jia 27 34 0 30 May 2023
SAVE: Spectral-Shift-Aware Adaptation of Image Diffusion Models for Text-driven Video Editing Nazmul Karim Umar Khalid M. Joneidi Chen Chen Nazanin Rahnavard DiffM VGen 19 5 0 30 May 2023
Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models Yuchao Gu Xintao Wang Jay Zhangjie Wu Yujun Shi Yunpeng Chen ... Shuning Chang Wei Yu Wu Yixiao Ge Ying Shan Mike Zheng Shou DiffM 49 166 0 29 May 2023
Photoswap: Personalized Subject Swapping in Images Jing Gu Yilin Wang Nanxuan Zhao Tsu-jui Fu Wei Xiong ... Zhifei Zhang He Zhang Jianming Zhang Hyun-Sun Jung Xin Eric Wang DiffM 26 37 0 29 May 2023
TaleCrafter: Interactive Story Visualization with Multiple Characters Yuan Gong Youxin Pang Xiaodong Cun Menghan Xia Yingqing He ... Longyue Wang Yong Zhang Xintao Wang Ying Shan Yujiu Yang DiffM 27 45 0 29 May 2023
Concept Decomposition for Visual Exploration and Inspiration Yael Vinker A. Voynov Daniel Cohen-Or Ariel Shamir DiffM 41 50 0 29 May 2023
Towards Consistent Video Editing with Text-to-Image Diffusion Models Zicheng Zhang Bonan Li Xuecheng Nie Congying Han Tiande Guo Luoqi Liu DiffM 20 24 0 27 May 2023
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models Jinqi Xiao Miao Yin Yu Gong Xiao Zang Jian Ren Bo Yuan VLM ViT 40 9 0 26 May 2023
Break-A-Scene: Extracting Multiple Concepts from a Single Image Omri Avrahami Kfir Aberman Ohad Fried Daniel Cohen-Or Dani Lischinski VLM DiffM 30 165 0 25 May 2023
ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models Yu-xin Zhang Weiming Dong Fan Tang Nisha Huang Haibin Huang Chongyang Ma Tong-Yee Lee Oliver Deussen Changsheng Xu DiffM 29 75 0 25 May 2023
Custom-Edit: Text-Guided Image Editing with Customized Diffusion Models Jooyoung Choi Yunjey Choi Yunji Kim Junho Kim Sung-Hoon Yoon DiffM 30 52 0 25 May 2023
A Neural Space-Time Representation for Text-to-Image Personalization Yuval Alaluf Elad Richardson G. Metzer Daniel Cohen-Or DiffM 28 94 0 24 May 2023
Training on Thin Air: Improve Image Classification with Generated Data Yongchao Zhou Hshmat Sahak Jimmy Ba DiffM 19 43 0 24 May 2023
BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing Dongxu Li Junnan Li Steven C. H. Hoi 31 303 0 24 May 2023
Vision + Language Applications: A Survey Yutong Zhou N. Shimada VLM 30 6 0 24 May 2023
Enhancing Detail Preservation for Customized Text-to-Image Generation: A Regularization-Free Approach Yufan Zhou Ruiyi Zhang Tongfei Sun Jinhui Xu DiffM 109 37 0 23 May 2023
LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On Davide Morelli Alberto Baldrati Giuseppe Cartella Marcella Cornia Marco Bertini Rita Cucchiara DiffM 68 100 0 22 May 2023
ControlVideo: Training-free Controllable Text-to-Video Generation Yabo Zhang Yuxiang Wei Dongsheng Jiang Xiaopeng Zhang W. Zuo Qi Tian VGen DiffM 31 236 0 22 May 2023
The CLIP Model is Secretly an Image-to-Prompt Converter Yuxuan Ding Chunna Tian Haoxuan Ding Lingqiao Liu DiffM 22 14 0 22 May 2023
InstructVid2Vid: Controllable Video Editing with Natural Language Instructions Bosheng Qin Juncheng Li Siliang Tang Tat-Seng Chua Yueting Zhuang VGen DiffM 28 16 0 21 May 2023
Discffusion: Discriminative Diffusion Models as Few-shot Vision and Language Learners Xuehai He Weixi Feng Tsu-jui Fu Varun Jampani Arjun Reddy Akula P. Narayana Sugato Basu William Yang Wang Qing Guo DiffM 46 7 0 18 May 2023
FastComposer: Tuning-Free Multi-Subject Image Generation with Localized Attention Guangxuan Xiao Tianwei Yin William T. Freeman F. Durand Song Han VGen DiffM 45 238 0 17 May 2023
Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models Songwei Ge Seungjun Nah Guilin Liu Tyler Poon Andrew Tao Bryan Catanzaro David Jacobs Jia-Bin Huang Ming-Yu Liu Yogesh Balaji DiffM VGen 42 252 0 17 May 2023
DisenBooth: Identity-Preserving Disentangled Tuning for Subject-Driven Text-to-Image Generation Hong Chen Yipeng Zhang Simin Wu Xin Wang Xuguang Duan Yuwei Zhou Wenwu Zhu DiffM 26 47 0 05 May 2023
Personalize Segment Anything Model with One Shot Renrui Zhang Zhengkai Jiang Ziyu Guo Shilin Yan Junting Pan Xianzheng Ma Hao Dong Peng Gao Hongsheng Li MLLM VLM 33 207 0 04 May 2023
Key-Locked Rank One Editing for Text-to-Image Personalization Yoad Tewel Rinon Gal Gal Chechik Y. Atzmon DiffM 140 168 0 02 May 2023
Motion-Conditioned Diffusion Model for Controllable Video Synthesis Tsai-Shien Chen C. Lin Hung-Yu Tseng Nayeon Lee Ming Yang DiffM VGen 76 62 0 27 Apr 2023
Exploring Compositional Visual Generation with Latent Classifier Guidance Changhao Shi Haomiao Ni Kaican Li Shaobo Han Mingfu Liang Martin Renqiang Min DiffM 29 9 0 25 Apr 2023
One-Shot Stylization for Full-Body Human Images Aiyu Cui Svetlana Lazebnik 3DH 27 0 0 14 Apr 2023
Expressive Text-to-Image Generation with Rich Text Songwei Ge Taesung Park Jun-Yan Zhu Jia-Bin Huang DiffM 79 79 0 13 Apr 2023
Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA James Smith Yen-Chang Hsu Lingyu Zhang Ting Hua Z. Kira Yilin Shen Hongxia Jin DiffM 131 95 0 12 Apr 2023
Defense-Prefix for Preventing Typographic Attacks on CLIP Hiroki Azuma Yusuke Matsui VLM AAML 20 17 0 10 Apr 2023
InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning Jing Shi Wei Xiong Zhe-nan Lin H. J. Jung DiffM 130 279 0 06 Apr 2023
Taming Encoder for Zero Fine-tuning Image Customization with Text-to-Image Diffusion Models Xuhui Jia Yang Zhao Kelvin C. K. Chan Yandong Li Han-Ying Zhang Boqing Gong Tingbo Hou Haoran Wang Yu-Chuan Su DiffM 19 100 0 05 Apr 2023
Subject-driven Text-to-Image Generation via Apprenticeship Learning Wenhu Chen Hexiang Hu Yandong Li Nataniel Rui Xuhui Jia Ming-Wei Chang William W. Cohen DiffM 16 187 0 01 Apr 2023
StyleDiffusion: Prompt-Embedding Inversion for Text-Based Editing Senmao Li Joost van de Weijer Taihang Hu F. Khan Qibin Hou Yaxing Wang Jian Yang DiffM 38 52 0 28 Mar 2023
Anti-DreamBooth: Protecting users from personalized text-to-image synthesis T. Le Hao Phung Thuan Hoang Nguyen Quan Dao Ngoc N. Tran Anh Tran 28 91 0 27 Mar 2023
Training-free Content Injection using h-space in Diffusion Models Jaeseok Jeong Mingi Kwon Youngjung Uh DiffM 26 24 0 27 Mar 2023
Zero-Shot Composed Image Retrieval with Textual Inversion Alberto Baldrati Lorenzo Agnolucci Marco Bertini A. Bimbo 20 102 0 27 Mar 2023
Ablating Concepts in Text-to-Image Diffusion Models Nupur Kumari Bin Zhang Sheng-Yu Wang Eli Shechtman Richard Y. Zhang Jun-Yan Zhu VLM 21 184 0 23 Mar 2023
DreamBooth3D: Subject-Driven Text-to-3D Generation Amit Raj S. Kaza Ben Poole Michael Niemeyer Nataniel Ruiz ... Kfir Aberman Michael Rubinstein Jonathan T. Barron Yuanzhen Li Varun Jampani DiffM 24 220 0 23 Mar 2023
ReVersion: Diffusion-Based Relation Inversion from Images Ziqi Huang Tianxing Wu Yuming Jiang Kelvin C. K. Chan Ziwei Liu 39 65 0 23 Mar 2023
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning Ligong Han Yinxiao Li Han Zhang P. Milanfar Dimitris N. Metaxas Feng Yang DiffM 41 269 0 20 Mar 2023
P+: Extended Textual Conditioning in Text-to-Image Generation A. Voynov Qinghao Chu Daniel Cohen-Or Kfir Aberman VLM DiffM 46 176 0 16 Mar 2023
Editing Implicit Assumptions in Text-to-Image Diffusion Models Hadas Orgad Bahjat Kawar Yonatan Belinkov DiffM 30 86 0 14 Mar 2023
Edit-A-Video: Single Video Editing with Object-Aware Consistency Chaehun Shin Heeseung Kim Che Hyun Lee Sang-gil Lee Sung-Hoon Yoon DiffM VGen 111 51 0 14 Mar 2023
Erasing Concepts from Diffusion Models Rohit Gandikota Joanna Materzyñska Jaden Fiotto-Kaufman David Bau DiffM 22 285 0 13 Mar 2023
Cones: Concept Neurons in Diffusion Models for Customized Generation Zhiheng Liu Ruili Feng Kai Zhu Yifei Zhang Kecheng Zheng Yu Liu Deli Zhao Jingren Zhou Yang Cao DiffM 111 120 0 09 Mar 2023
Video-P2P: Video Editing with Cross-attention Control Shaoteng Liu Yuechen Zhang Wenbo Li Zhe-nan Lin Jiaya Jia DiffM VGen 147 202 0 08 Mar 2023