ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models

25 May 2023

Papers citing "ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models"

50 / 57 papers shown

Title
SPAST: Arbitrary Style Transfer with Style Priors via Pre-trained Large-scale Model Zhanjie Zhang Quanwei Zhang Junsheng Luan Mengyuan Yang Yun Wang Lei Zhao 21 0 0 13 May 2025
No Other Representation Component Is Needed: Diffusion Transformers Can Provide Representation Guidance by Themselves D. Jiang Mengmeng Wang Liuzhuozheng Li Lei Zhang Haoyu Wang Wei Wei Guang Dai Yanning Zhang Jingdong Wang DiffM 51 0 0 05 May 2025
Compass Control: Multi Object Orientation Control for Text-to-Image Generation Rishubh Parihar Vaibhav Agrawal Sachidanand VS R. V. Babu DiffM 36 0 0 09 Apr 2025
FireEdit: Fine-grained Instruction-based Image Editing via Region-aware Vision Language Model Zhiqiang Zhang J. Li Zunnan Xu Hanhui Li Yiji Cheng Fa-Ting Hong Qin Lin Qinglin Lu Xiaodan Liang DiffM 73 1 0 25 Mar 2025
Efficient Personalization of Quantized Diffusion Model without Backpropagation H. Seo Wongi Jeong Kyungryeol Lee Se Young Chun DiffM MQ 78 0 0 19 Mar 2025
DyArtbank: Diverse Artistic Style Transfer via Pre-trained Stable Diffusion and Dynamic Style Prompt Artbank Zhanjie Zhang Quanwei Zhang Guangyuan Li Junsheng Luan Mengyuan Yang Yun Wang Lei Zhao DiffM 60 3 0 11 Mar 2025
U-StyDiT: Ultra-high Quality Artistic Style Transfer Using Diffusion Transformers Zhanjie Zhang Ao Ma Ke Cao Jing Wang Shanyuan Liu Yuhang Ma Bo Cheng Dawei Leng Yuhui Yin 64 0 0 11 Mar 2025
NaviDet: Efficient Input-level Backdoor Detection on Text-to-Image Synthesis via Neuron Activation Variation Shengfang Zhai Jiajun Li Yue Liu Huanran Chen Zhihua Tian Wenjie Qu Qingni Shen Ruoxi Jia Yinpeng Dong Jiaheng Zhang AAML 49 0 0 09 Mar 2025
K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAs Ziheng Ouyang Zhen Li Qibin Hou MoMe OffRL 139 2 0 25 Feb 2025
Conditional Balance: Improving Multi-Conditioning Trade-Offs in Image Generation Nadav Cohen O. Nir Ariel Shamir DiffM 33 1 0 31 Dec 2024
IntroStyle: Training-Free Introspective Style Attribution using Diffusion Features Anand Kumar Jiteng Mu Nuno Vasconcelos DiffM 88 0 0 19 Dec 2024
OmniPrism: Learning Disentangled Visual Concept for Image Generation Yangyang Li Daqing Liu Wu Liu Allen He Xinchen Liu Yongdong Zhang Guoqing Jin DiffM CoGe 83 0 0 16 Dec 2024
LineArt: A Knowledge-guided Training-free High-quality Appearance Transfer for Design Drawing with Diffusion Model Xi Wang Yiming Li Heng Fang Yichen Peng H. Xie Xi Yang Chuntao Li DiffM 74 0 0 16 Dec 2024
Foundation Cures Personalization: Improving Personalized Models' Prompt Consistency via Hidden Foundation Knowledge Yiyang Cai Zhengkai Jiang Yong Liu Chunyang Jiang Wei Xue Wenhan Luo Yike Guo 95 1 0 22 Nov 2024
Unpacking SDXL Turbo: Interpreting Text-to-Image Models with Sparse Autoencoders Viacheslav Surkov Chris Wendler Mikhail Terekhov Justin Deschenaux Robert West Çağlar Gülçehre VLM 40 13 0 28 Oct 2024
DiffuseST: Unleashing the Capability of the Diffusion Model for Style Transfer Ying Hu Chenyi Zhuang Pan Gao DiffM 28 0 0 19 Oct 2024
ControlAR: Controllable Image Generation with Autoregressive Models Zongming Li Tianheng Cheng Shoufa Chen Peize Sun Haocheng Shen Longjin Ran Xiaoxin Chen Wenyu Liu Xinggang Wang DiffM 136 14 0 03 Oct 2024
MaskedMimic: Unified Physics-Based Character Control Through Masked Motion Inpainting Chen Tessler Yunrong Guo Ofir Nabati Gal Chechik Xue Bin Peng VGen AI4CE 40 30 0 22 Sep 2024
CustomContrast: A Multilevel Contrastive Perspective For Subject-Driven Text-to-Image Customization Nan Chen Mengqi Huang Zhuowei Chen Yang Zheng Lei Zhang Zhendong Mao DiffM 49 5 0 09 Sep 2024
Task-Oriented Diffusion Inversion for High-Fidelity Text-based Editing Yangyang Xu Wenqi Shao Yong Du Haiming Zhu Yang Zhou Ping Luo Shengfeng He DiffM 44 2 0 23 Aug 2024
Diffusion-Based Visual Art Creation: A Survey and New Perspectives Bingyuan Wang Qifeng Chen Zeyu Wang 51 7 0 22 Aug 2024
Connecting Dreams with Visual Brainstorming Instruction Yasheng Sun Bohan Li Mingchen Zhuge Deng-Ping Fan Salman Khan Fahad Shahbaz Khan Hideki Koike DiffM 42 0 0 14 Aug 2024
BRAT: Bonus oRthogonAl Token for Architecture Agnostic Textual Inversion James Baker 39 1 0 08 Aug 2024
TurboEdit: Text-Based Image Editing Using Few-Step Diffusion Models Gilad Deutch Rinon Gal Daniel Garibi Or Patashnik Daniel Cohen-Or DiffM 40 22 0 01 Aug 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 35 2 0 08 Jul 2024
A-SDM: Accelerating Stable Diffusion through Model Assembly and Feature Inheritance Strategies Jinchao Zhu Yuxuan Wang Siyuan Pan Pengfei Wan Di Zhang Gao Huang 26 0 0 31 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 90 6 0 27 May 2024
A Survey on Personalized Content Synthesis with Diffusion Models Xu-Lu Zhang Xiao Wei Wengyu Zhang Jinlin Wu Zhaoxiang Zhang Zhen Lei Qing Li Zhen Lei Qing Li EGVM 143 19 0 09 May 2024
Customizing Text-to-Image Diffusion with Camera Viewpoint Control Nupur Kumari Grace Su Richard Zhang Taesung Park Eli Shechtman Jun-Yan Zhu DiffM 44 3 0 18 Apr 2024
MoA: Mixture-of-Attention for Subject-Context Disentanglement in Personalized Image Generation Kuan-Chieh Jackson Wang Daniil Ostashev Yuwei Fang Sergey Tulyakov Kfir Aberman 40 23 0 17 Apr 2024
Towards Highly Realistic Artistic Style Transfer via Stable Diffusion with Step-aware and Layer-aware Prompt Zhanjie Zhang Quanwei Zhang Huaizhong Lin Wei Xing Juncheng Mo ... Guangyuan Li Junsheng Luan Lei Zhao Dalong Zhang Lixia Chen DiffM 46 13 0 17 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 32 4 0 29 Mar 2024
InstructBrush: Learning Attention-based Instruction Optimization for Image Editing Ruoyu Zhao Qingnan Fan Fei Kou Shuai Qin Hong Gu Wei Wu Pengcheng Xu Mingrui Zhu Nannan Wang Xinbo Gao 38 4 0 27 Mar 2024
Implicit Style-Content Separation using B-LoRA Yarden Frenkel Yael Vinker Ariel Shamir Daniel Cohen-Or MoMe OffRL 53 40 0 21 Mar 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Lu Yang 72 35 0 07 Mar 2024
Music Style Transfer with Time-Varying Inversion of Diffusion Models Sifei Li Yuxin Zhang Fan Tang Chongyang Ma Weiming Dong Changsheng Xu DiffM 40 11 0 21 Feb 2024
CNS-Edit: 3D Shape Editing via Coupled Neural Shape Optimization Jingyu Hu Ka-Hei Hui Zhengzhe Liu Hao Zhang Chi-Wing Fu 29 4 0 04 Feb 2024
Beyond Inserting: Learning Identity Embedding for Semantic-Fidelity Personalized Diffusion Generation Yang Li Songlin Yang Wei Wang Jing Dong DiffM 33 1 0 31 Jan 2024
Media2Face: Co-speech Facial Animation Generation With Multi-Modality Guidance Qingcheng Zhao Pengyu Long Qixuan Zhang Dafei Qin Hanming Liang Longwen Zhang Yingliang Zhang Jingyi Yu Lan Xu DiffM 3DH 33 25 0 28 Jan 2024
CreativeSynth: Cross-Art-Attention for Artistic Image Synthesis with Multimodal Diffusion Nisha Huang Weiming Dong Yuxin Zhang Fan Tang Ronghui Li Chongyang Ma Xiu Li Tong-Yee Lee Changsheng Xu DiffM 38 7 0 25 Jan 2024
ColorizeDiffusion: Adjustable Sketch Colorization with Reference Image and Text Dingkun Yan Liang Yuan Erwin Wu Yuma Nishioka I. Fujishiro Suguru Saito DiffM 18 5 0 02 Jan 2024
MotionCrafter: One-Shot Motion Customization of Diffusion Models Yuxin Zhang Fan Tang Nisha Huang Haibin Huang Chongyang Ma Weiming Dong Changsheng Xu DiffM VGen 27 14 0 08 Dec 2023
CatVersion: Concatenating Embeddings for Diffusion-Based Text-to-Image Personalization Ruoyu Zhao Mingrui Zhu Shiyin Dong Nannan Wang Xinbo Gao DiffM 35 13 0 24 Nov 2023
Viewpoint Textual Inversion: Unleashing Novel View Synthesis with Pretrained 2D Diffusion Models James Burgess Kuan-Chieh Wang Serena Yeung-Levy DiffM 38 6 0 14 Sep 2023
Diff-Privacy: Diffusion-based Face Privacy Protection Xiao He Mingrui Zhu Dongxin Chen N. Wang Xinbo Gao DiffM 27 16 0 11 Sep 2023
Style-A-Video: Agile Diffusion for Arbitrary Text-based Video Style Transfer Nisha Huang Yuxin Zhang Weiming Dong DiffM VGen 29 16 0 09 May 2023
Key-Locked Rank One Editing for Text-to-Image Personalization Yoad Tewel Rinon Gal Gal Chechik Y. Atzmon DiffM 143 168 0 02 May 2023
Zero-Shot Contrastive Loss for Text-Guided Diffusion Image Style Transfer Serin Yang Hyunmin Hwang Jong Chul Ye DiffM 92 58 0 15 Mar 2023
A Unified Arbitrary Style Transfer Framework via Adaptive Contrastive Learning Yuxin Zhang Fan Tang Weiming Dong Haibin Huang Chongyang Ma Tong-Yee Lee Changsheng Xu 43 23 0 09 Mar 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 197 519 0 02 Jan 2023