ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance

27 May 2024

Papers citing "ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance"

50 / 85 papers shown

Title
Guiding Diffusion with Deep Geometric Moments: Balancing Fidelity and Variation Sangmin Jung Utkarsh Nath Yezhou Yang Giulia Pedrielli Joydeep Biswas Amy Zhang Hassan Ghasemzadeh Pavan Turaga DiffM 88 0 0 18 May 2025
Single Image Iterative Subject-driven Generation and Editing Yair Shpitzer Gal Chechik Idan Schwartz 72 0 0 20 Mar 2025
ACCORD: Alleviating Concept Coupling through Dependence Regularization for Text-to-Image Diffusion Personalization Shizhan Liu Hao Zheng Hang Yu Jianguo Li DiffM 91 0 0 03 Mar 2025
CoRe: Context-Regularized Text Embedding Learning for Text-to-Image Personalization Feize Wu Yun Pang Junyi Zhang Lianyu Pang Jian Yin Baoquan Zhao Qing Li Xudong Mao DiffM 55 4 0 28 Aug 2024
MagicFace: Training-free Universal-Style Human Image Customized Synthesis Yibin Wang Weizhong Zhang Cheng Jin DiffM 73 3 0 14 Aug 2024
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation Yuang Peng Yuxin Cui Haomiao Tang Zekun Qi Runpei Dong Jing Bai Chunrui Han Zheng Ge Xiangyu Zhang Shu-Tao Xia EGVM 131 35 0 24 Jun 2024
Diffusion4D: Fast Spatial-temporal Consistent 4D Generation via Video Diffusion Models Hanwen Liang Yuyang Yin Dejia Xu Hanxue Liang Zhangyang Wang Konstantinos N. Plataniotis Yao Zhao Yunchao Wei VGen 77 42 0 26 May 2024
Identity Decoupling for Multi-Subject Personalization of Text-to-Image Models Sang-Sub Jang Jaehyeong Jo Kimin Lee Sung Ju Hwang 42 17 0 05 Apr 2024
Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models Gihyun Kwon Simon Jenni Dingzeyu Li Joon-Young Lee Jong Chul Ye Fabian Caba Heilbron DiffM 61 13 0 05 Apr 2024
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction Keyu Tian Yi Jiang Zehuan Yuan Bingyue Peng Liwei Wang VGen 87 317 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 54 5 0 29 Mar 2024
Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation Yutong He Alexander Robey Naoki Murata Yiding Jiang J. Williams George Pappas Hamed Hassani Yuki Mitsufuji Ruslan Salakhutdinov J. Zico Kolter DiffM 117 4 0 28 Mar 2024
Image Anything: Towards Reasoning-coherent and Training-free Multi-modal Image Generation Yuanhuiyi Lyu Xueye Zheng Lin Wang DiffM 75 11 0 31 Jan 2024
4DGen: Grounded 4D Content Generation with Spatial-temporal Consistency Yuyang Yin Dejia Xu Zhangyang Wang Yao-Min Zhao Yunchao Wei 3DGS 60 74 0 28 Dec 2023
BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction Honghao Fu Zhiqi Shen Jing Jih Chin Hao Wang DiffM 70 6 0 22 Dec 2023
DreamTuner: Single Image is Enough for Subject-Driven Generation Miao Hua Jiawei Liu Fei Ding Wei Liu Jie Wu Qian He 46 29 0 21 Dec 2023
Diffusion for Natural Image Matting Yihan Hu Yiheng Lin Wei Wang Yao-Min Zhao Yunchao Wei Humphrey Shi 79 8 0 10 Dec 2023
SparseCtrl: Adding Sparse Controls to Text-to-Video Diffusion Models Yuwei Guo Ceyuan Yang Anyi Rao Maneesh Agrawala Dahua Lin Bo Dai DiffM VGen 58 120 0 28 Nov 2023
MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model Zhongcong Xu Jianfeng Zhang Jun Hao Liew Hanshu Yan Jia-Wei Liu Chenxu Zhang Jiashi Feng Mike Zheng Shou VGen DiffM 89 199 0 27 Nov 2023
I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models Shiwei Zhang Jiayu Wang Yingya Zhang Kang Zhao Hangjie Yuan Zhan Qin Xiang Wang Deli Zhao Jingren Zhou DiffM VGen 105 227 0 07 Nov 2023
Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference Simian Luo Yiqin Tan Longbo Huang Jian Li Hang Zhao DiffM 78 465 0 06 Oct 2023
CLE Diffusion: Controllable Light Enhancement Diffusion Model Yuyang Yin Dejia Xu Chuangchuang Tan P. Liu Yao-Min Zhao Yunchao Wei DiffM 58 43 0 13 Aug 2023
Subject-Diffusion:Open Domain Personalized Text-to-Image Generation without Test-time Fine-tuning Jiancang Ma Junhao Liang Chen Chen H. Lu 38 151 0 21 Jul 2023
TIAM -- A Metric for Evaluating Alignment in Text-to-Image Generation P. Grimal Hervé Le Borgne Olivier Ferret Julien Tourille EGVM 72 12 0 11 Jul 2023
Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback Jaskirat Singh Liang Zheng 76 19 0 10 Jul 2023
AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning Yuwei Guo Ceyuan Yang Anyi Rao Zhengyang Liang Yaohui Wang Yu Qiao Maneesh Agrawala Dahua Lin Bo Dai VGen 77 844 0 10 Jul 2023
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis Dustin Podell Zion English Kyle Lacey A. Blattmann Tim Dockhorn Jonas Muller Joe Penna Robin Rombach 214 2,356 0 04 Jul 2023
DreamDiffusion: Generating High-Quality Images from Brain EEG Signals Yun-Hao Bai Xintao Wang Yanpei Cao Yixiao Ge Chun Yuan Ying Shan DiffM 54 52 0 29 Jun 2023
Align, Adapt and Inject: Sound-guided Unified Image Generation Yue Yang Kaipeng Zhang Yuying Ge Wenqi Shao Zeyue Xue Yu Qiao Ping Luo DiffM 81 6 0 20 Jun 2023
Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis Xiaoshi Wu Yiming Hao Keqiang Sun Yixiong Chen Feng Zhu Rui Zhao Hongsheng Li 83 289 0 15 Jun 2023
Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment Royi Rassin Eran Hirsch Daniel Glickman Shauli Ravfogel Yoav Goldberg Gal Chechik DiffM 61 106 0 15 Jun 2023
StyleDrop: Text-to-Image Generation in Any Style Kihyuk Sohn Nataniel Ruiz Kimin Lee Daniel Castro Chin Irina Blok ... Yuanzhen Li Yuan Hao Irfan Essa Michael Rubinstein Dilip Krishnan 42 149 0 01 Jun 2023
ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models Yuxin Zhang Weiming Dong Fan Tang Nisha Huang Haibin Huang Chongyang Ma Tong-Yee Lee Oliver Deussen Changsheng Xu DiffM 76 78 0 25 May 2023
A Neural Space-Time Representation for Text-to-Image Personalization Yuval Alaluf Elad Richardson G. Metzer Daniel Cohen-Or DiffM 59 99 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 72 324 0 24 May 2023
ControlVideo: Training-free Controllable Text-to-Video Generation Yabo Zhang Yuxiang Wei Dongsheng Jiang Xiaopeng Zhang W. Zuo Qi Tian VGen DiffM 72 250 0 22 May 2023
Key-Locked Rank One Editing for Text-to-Image Personalization Yoad Tewel Rinon Gal Gal Chechik Yuval Atzmon DiffM 187 172 0 02 May 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 314 3,386 0 14 Apr 2023
Expressive Text-to-Image Generation with Rich Text Songwei Ge Taesung Park Jun-Yan Zhu Jia-Bin Huang DiffM 106 82 0 13 Apr 2023
HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation Xu Ju Ailing Zeng Chenchen Zhao Jianan Wang Lei Zhang Qian Xu DiffM 44 89 0 09 Apr 2023
A Closer Look at Parameter-Efficient Tuning in Diffusion Models Chendong Xiang Fan Bao Chongxuan Li Hang Su Jun Zhu DiffM 20 16 0 31 Mar 2023
Freestyle Layout-to-Image Synthesis Han Xue Z. Huang Qianru Sun Li Song Wenjun Zhang DiffM 41 66 0 25 Mar 2023
MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion Yizhuo Lu Changde Du Dianpeng Wang Huiguang He DiffM 169 44 0 24 Mar 2023
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning Ligong Han Yinxiao Li Han Zhang P. Milanfar Dimitris N. Metaxas Feng Yang DiffM 84 284 0 20 Mar 2023
GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation Can Qin Ning Yu Chen Xing Shu Zhen Zhang Zeyuan Chen Stefano Ermon Yun Fu Caiming Xiong Ran Xu DiffM 85 21 0 17 Mar 2023
FreeDoM: Training-Free Energy-Guided Conditional Diffusion Model Jiwen Yu Yinhuai Wang Chen Zhao Guohao Li Jian Zhang DiffM 72 183 0 17 Mar 2023
P+: Extended Textual Conditioning in Text-to-Image Generation A. Voynov Qinghao Chu Daniel Cohen-Or Kfir Aberman VLM DiffM 101 185 0 16 Mar 2023
Unified Multi-Modal Latent Diffusion for Joint Subject and Text Conditional Image Generation Yi Ma Huan Yang Wenjing Wang Jianlong Fu Jiaying Liu 40 66 0 16 Mar 2023
Natural scene reconstruction from fMRI signals using generative latent diffusion Furkan Ozcelik Rufin VanRullen DiffM 117 85 0 09 Mar 2023
ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation Yuxiang Wei Yabo Zhang Zhilong Ji Jinfeng Bai Lei Zhang W. Zuo DiffM 58 327 0 27 Feb 2023