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DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation

Computer Vision and Pattern Recognition (CVPR), 2022

25 August 2022

Nataniel Ruiz

Yuanzhen Li

Varun Jampani

Yael Pritch

Michael Rubinstein

Kfir Aberman

ArXiv (abs)PDF HTML HuggingFace (12 upvotes)

Papers citing "DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation"

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Zero Shot Domain Adaptive Semantic Segmentation by Synthetic Data Generation and Progressive Adaptation Jun Luo Zijing Zhao Yang Liu 119 1 0 05 Aug 2025
CoEmoGen: Towards Semantically-Coherent and Scalable Emotional Image Content Generation Kaishen Yuan Yuting Zhang Shang Gao Yijie Zhu Wenshuo Chen Yutao Yue DiffM 111 1 0 05 Aug 2025
LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation Xiaoqi Dong Xiangyu Zhou Nicholas Evans Yujia Lin MLLM 84 0 0 05 Aug 2025
DiWA: Diffusion Policy Adaptation with World Models Akshay L Chandra Iman Nematollahi Chenguang Huang Tim Welschehold Wolfram Burgard Abhinav Valada OffRL 119 5 0 05 Aug 2025
Draw Your Mind: Personalized Generation via Condition-Level Modeling in Text-to-Image Diffusion Models Hyungjin Kim Seokho Ahn Young-Duk Seo DiffM 112 1 0 05 Aug 2025
Subject or Style: Adaptive and Training-Free Mixture of LoRAs Jia-Chen Zhang Yu-Jie Xiong OffRL MoMe 104 0 0 04 Aug 2025
AttriCtrl: Fine-Grained Control of Aesthetic Attribute Intensity in Diffusion Models Die Chen Zhongjie Duan Ruoyao Xiao Cen Chen Daoyuan Chen Yaliang Li Yinda Chen 114 0 0 04 Aug 2025
Devil is in the Detail: Towards Injecting Fine Details of Image Prompt in Image Generation via Conflict-free Guidance and Stratified AttentionComputer Vision and Pattern Recognition (CVPR), 2025 Kyungmin Jo Jooyeol Yun Jaegul Choo DiffM 107 2 0 04 Aug 2025
Practical, Generalizable and Robust Backdoor Attacks on Text-to-Image Diffusion Models Haoran Dai Jiawen Wang Ruo Yang Manali Sharma Zhonghao Liao Yuan Hong Binghui Wang AAML 60 1 0 03 Aug 2025
Beyond Vulnerabilities: A Survey of Adversarial Attacks as Both Threats and Defenses in Computer Vision Systems Zhongliang Guo Shuai Zhao Yanli Li Weiye Li Chun Tong Lei Shuai Zhao Lei Fang Ognjen Arandjelović Chun Pong Lau AAML 175 2 0 03 Aug 2025
StyleSentinel: Reliable Artistic Copyright Verification via Stylistic Fingerprints Lingxiao Chen Liqin Wang Wei Lu WIGM 191 0 0 02 Aug 2025
Steering Guidance for Personalized Text-to-Image Diffusion Models S. Park Seokeon Choi Hyoungwoo Park Sungrack Yun 160 1 0 01 Aug 2025
Stable-Sim2Real: Exploring Simulation of Real-Captured 3D Data with Two-Stage Depth Diffusion Mutian Xu Chongjie Ye Haolin Liu Yushuang Wu Jiahao Chang Xiaoguang Han DiffM 199 1 0 31 Jul 2025
StorySync: Training-Free Subject Consistency in Text-to-Image Generation via Region Harmonization Gopalji Gaur Mohammadreza Zolfaghari Thomas Brox DiffM 103 0 0 31 Jul 2025
UniEmo: Unifying Emotional Understanding and Generation with Learnable Expert Queries Yijie Zhu Lingsen Zhang Zitong Yu Rui Shao Tao Tan Liqiang Nie 187 3 0 31 Jul 2025
Adaptively Distilled ControlNet: Accelerated Training and Superior Sampling for Medical Image SynthesisInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Kunpeng Qiu Zhiying Zhou Yongxin Guo MedIm 78 1 0 31 Jul 2025
X-NeMo: Expressive Neural Motion Reenactment via Disentangled Latent AttentionInternational Conference on Learning Representations (ICLR), 2025 Xiaochen Zhao Hongyi Xu Guoxian Song You Xie Chenxu Zhang Xiu Li Linjie Luo J. Suo Yebin Liu VGen 144 16 0 30 Jul 2025
Hate in Plain Sight: On the Risks of Moderating AI-Generated Hateful Illusions Y. Qu Ziqing Yang Yihan Ma Michael Backes Savvas Zannettou Yang Zhang DiffM AAML 94 0 0 30 Jul 2025
Locally Controlled Face Aging with Latent Diffusion Models Lais Isabelle Alves dos Santos Julien Despois Thibaut Chauffier Sileye O. Ba Giovanni Palma DiffM 74 0 0 29 Jul 2025
Aether Weaver: Multimodal Affective Narrative Co-Generation with Dynamic Scene Graphs Saeed Ghorbani VGen 137 0 0 29 Jul 2025
AIComposer: Any Style and Content Image Composition via Feature Integration Haowen Li Zhenfeng Fan Zhang Wen Zhengzhou Zhu Yunjin Li DiffM 130 1 0 28 Jul 2025
Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision Xiao Fang Minhyek Jeon Zheyang Qin Stanislav Panev Celso de Melo Shuowen Hu Shayok Chakraborty Fernando de la Torre 136 0 0 28 Jul 2025
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ScenePainter: Semantically Consistent Perpetual 3D Scene Generation with Concept Relation Alignment Chong Xia Shengjun Zhang Fangfu Liu Chang Liu Khodchaphun Hirunyaratsameewong Yueqi Duan VGen 95 2 0 25 Jul 2025
Enhancing Reward Models for High-quality Image Generation: Beyond Text-Image Alignment Ying Ba Tianyu Zhang Yalong Bai Wenyi Mo Tao Liang Bing Su Ji-Rong Wen EGVM 216 6 0 25 Jul 2025
Adapting Large VLMs with Iterative and Manual Instructions for Generative Low-light Enhancement Xiaoran Sun Liyan Wang Cong Wang Yeying Jin Kin-Man Lam Zhixun Su Yang Yang Jinshan Pan MLLM VLM 105 0 0 24 Jul 2025
SIDA: Synthetic Image Driven Zero-shot Domain Adaptation Ye-Chan Kim SeungJu Cha Si-Woo Kim Taewhan Kim Dong-Jin Kim VLM 174 4 0 24 Jul 2025
Identifying Prompted Artist Names from Generated Images Grace Su Sheng-Yu Wang Aaron Hertzmann Eli Shechtman Jun-Yan Zhu Richard Zhang VLM 149 0 0 24 Jul 2025
PARTE: Part-Guided Texturing for 3D Human Reconstruction from a Single Image Hyeongjin Nam Donghwan Kim Gyeongsik Moon Kyoung Mu Lee 3DH 328 1 0 23 Jul 2025
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NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining Maksim Kuprashevich Grigorii Alekseenko Irina Tolstykh Georgii Fedorov Bulat Suleimanov Vladimir Dokholyan Aleksandr Gordeev 3DH 152 2 0 18 Jul 2025
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LoRA meets Riemannion: Muon Optimizer for Parametrization-independent Low-Rank Adapters Vladimir Bogachev Vladimir Aletov Alexander Molozhavenko Denis Bobkov Vera Soboleva Aibek Alanov Maxim Rakhuba 121 1 0 16 Jul 2025

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DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation

Papers citing "DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation"