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

25 August 2022

Nataniel Ruiz

Yuanzhen Li

Varun Jampani

Yael Pritch

Michael Rubinstein

Kfir Aberman

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

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JVID: Joint Video-Image Diffusion for Visual-Quality and Temporal-Consistency in Video Generation Hadrien Reynaud Matthew Baugh Mischa Dombrowski Sarah Cechnicka Qingjie Meng Bernhard Kainz VLM 66 0 0 21 Sep 2024
DiffFluid: Plain Diffusion Models are Effective Predictors of Flow Dynamics Dongyu Luo Jianyu Wu Jing Wang Hairun Xie Xiangyu Yue Shixiang Tang DiffM AI4CE 66 2 0 20 Sep 2024
Imagine yourself: Tuning-Free Personalized Image Generation Zecheng He Bo Sun Felix Juefei-Xu Haoyu Ma Ankit Ramchandani ... Ning Zhang Peizhao Zhang Roshan Sumbaly Peter Vajda Animesh Sinha DiffM 100 19 0 20 Sep 2024
StoryMaker: Towards Holistic Consistent Characters in Text-to-image Generation Zhengguang Zhou Jing Li Huaxia Li Nemo Chen Xu Tang DiffM VGen 82 11 0 19 Sep 2024
FlexiTex: Enhancing Texture Generation with Visual Guidance Dadong Jiang Xianghui Yang Zibo Zhao Sheng Zhang Jiaao Yu Zeqiang Lai Shaoxiong Yang Chunchao Guo Xiaobo Zhou Zhihui Ke 110 8 0 19 Sep 2024
InverseMeetInsert: Robust Real Image Editing via Geometric Accumulation Inversion in Guided Diffusion Models Yan Zheng Lemeng Wu DiffM MDE 31 0 0 18 Sep 2024
OmniGen: Unified Image Generation Shitao Xiao Yueze Wang Yueze Wang Huaying Yuan Xingrun Xing Ruiran Yan Shuting Wang Tiejun Huang Zheng Liu DiffM VLM SyDa 133 88 0 17 Sep 2024
Sparks of Artificial General Intelligence(AGI) in Semiconductor Material Science: Early Explorations into the Next Frontier of Generative AI-Assisted Electron Micrograph Analysis Sakhinana Sagar Srinivas Geethan Sannidhi Sreeja Gangasani Chidaksh Ravuru Venkataramana Runkana 94 0 0 17 Sep 2024
MotionCom: Automatic and Motion-Aware Image Composition with LLM and Video Diffusion Prior Weijing Tao Xiaofeng Yang Miaomiao Cui Guosheng Lin DiffM 59 2 0 16 Sep 2024
Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences through $f$ -divergence Minimization Haoyuan Sun Bo Xia Yongzhe Chang Xueqian Wang EGVM 64 6 0 15 Sep 2024
One-Shot Learning for Pose-Guided Person Image Synthesis in the Wild Dongqi Fan Tao Chen Mingjie Wang Rui Ma Qiang Tang Zili Yi Qian Wang Liang Chang 72 0 0 15 Sep 2024
A Diffusion Approach to Radiance Field Relighting using Multi-Illumination Synthesis Yohan Poirier-Ginter Alban Gauthier Julien Philip Jean-François Lalonde G. Drettakis 98 13 0 13 Sep 2024
Risks When Sharing LoRA Fine-Tuned Diffusion Model Weights Dixi Yao 60 1 0 13 Sep 2024
GroundingBooth: Grounding Text-to-Image Customization Zhexiao Xiong Wei Xiong Jing Shi He Zhang Yizhi Song Nathan Jacobs DiffM 158 9 0 13 Sep 2024
Touch2Touch: Cross-Modal Tactile Generation for Object Manipulation Samanta Rodriguez Yiming Dou Miquel Oller Andrew Owens Nima Fazeli DiffM 93 8 0 12 Sep 2024
TextBoost: Towards One-Shot Personalization of Text-to-Image Models via Fine-tuning Text Encoder NaHyeon Park Kunhee Kim Hyunjung Shim DiffM 101 3 1 12 Sep 2024
High-Frequency Anti-DreamBooth: Robust Defense against Personalized Image Synthesis Takuto Onikubo Yusuke Matsui DiffM AAML 72 1 0 12 Sep 2024
DiffQRCoder: Diffusion-based Aesthetic QR Code Generation with Scanning Robustness Guided Iterative Refinement Jia-Wei Liao Winston Wang Tzu-Sian Wang Li-Xuan Peng Ju-Hsuan Weng Cheng-Fu Chou Jun-Cheng Chen DiffM 117 2 0 10 Sep 2024
Elucidating Optimal Reward-Diversity Tradeoffs in Text-to-Image Diffusion Models Rohit Jena Ali Taghibakhshi Sahil Jain Gerald Shen Nima Tajbakhsh Arash Vahdat 93 5 0 09 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 154 6 0 09 Sep 2024
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation Jiaxin Cheng Zixu Zhao Tong He Tianjun Xiao Yicong Zhou Zheng Zhang DiffM 146 0 0 07 Sep 2024
SpotActor: Training-Free Layout-Controlled Consistent Image Generation Jiahao Wang Caixia Yan Weizhan Zhang Haonan Lin Mengmeng Wang Guang Dai Tieliang Gong Hao Sun Jingdong Wang DiffM 65 2 0 07 Sep 2024
Thinking Outside the BBox: Unconstrained Generative Object Compositing Gemma Canet Tarrés Zhe Lin Zhifei Zhang Jianming Zhang Yizhi Song Dan Ruta Andrew Gilbert John Collomosse Soo Ye Kim DiffM 91 10 0 06 Sep 2024
Exploring Foundation Models for Synthetic Medical Imaging: A Study on Chest X-Rays and Fine-Tuning Techniques Davide Clode da Silva Marina Musse Bernardes Nathalia Giacomini Ceretta Gabriel Vaz de Souza Gabriel Fonseca Silva Rafael Heitor Bordini S. Musse MedIm LM&MA 64 0 0 06 Sep 2024
Efficient Training of Large Vision Models via Advanced Automated Progressive Learning Changlin Li Jiawei Zhang Sihao Lin Zongxin Yang Junwei Liang Xiaodan Liang Xiaojun Chang VLM 70 0 0 06 Sep 2024
One-Shot Diffusion Mimicker for Handwritten Text Generation Gang Dai Yifan Zhang Quhui Ke Qiangya Guo Shuangping Huang DiffM 107 8 0 06 Sep 2024
DC-Solver: Improving Predictor-Corrector Diffusion Sampler via Dynamic Compensation Wenliang Zhao Haolin Wang Jie Zhou Jiwen Lu DiffM 54 3 0 05 Sep 2024
SketcherX: AI-Driven Interactive Robotic drawing with Diffusion model and Vectorization Techniques Jookyung Song Mookyoung Kang Nojun Kwak 30 1 0 04 Sep 2024
LinFusion: 1 GPU, 1 Minute, 16K Image Songhua Liu Weihao Yu Zhenxiong Tan Xinchao Wang 121 16 0 03 Sep 2024
DPDEdit: Detail-Preserved Diffusion Models for Multimodal Fashion Image Editing Xiaolong Wang Zhi-Qi Cheng Jue Wang Xiaojiang Peng DiffM 53 0 0 02 Sep 2024
From Bird's-Eye to Street View: Crafting Diverse and Condition-Aligned Images with Latent Diffusion Model Xiaojie Xu Tianshuo Xu Fulong Ma Yingcong Chen 95 0 0 02 Sep 2024
Seed-to-Seed: Image Translation in Diffusion Seed Space Or Greenberg Eran Kishon Dani Lischinski DiffM 69 0 0 01 Sep 2024
COMOGen: A Controllable Text-to-3D Multi-object Generation Framework Shaorong Sun Shuchao Pang Yazhou Yao Xiaoshui Huang 69 1 0 01 Sep 2024
Diffusion Policy Policy Optimization Allen Z. Ren Justin Lidard Lars L. Ankile Anthony Simeonov Pulkit Agrawal Anirudha Majumdar Benjamin Burchfiel Hongkai Dai Max Simchowitz 165 57 0 01 Sep 2024
EraseDraw: Learning to Insert Objects by Erasing Them from Images Alper Canberk Maksym Bondarenko Ege Ozguroglu Ruoshi Liu Carl Vondrick DiffM 117 2 0 31 Aug 2024
PS-StyleGAN: Illustrative Portrait Sketching using Attention-Based Style Adaptation Kushal Kumar Jain Ankith Varun J A. Namboodiri 77 0 0 31 Aug 2024
Training-Free Sketch-Guided Diffusion with Latent Optimization Sandra Zhang Ding Jiafeng Mao Kiyoharu Aizawa DiffM 184 3 0 31 Aug 2024
Image-Perfect Imperfections: Safety, Bias, and Authenticity in the Shadow of Text-To-Image Model Evolution Yixin Wu Yun Shen Michael Backes Yang Zhang 97 3 0 30 Aug 2024
GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative Models Moreno DÍncà E. Peruzzo Massimiliano Mancini Xingqian Xu Humphrey Shi N. Sebe 103 0 0 29 Aug 2024
Enhancing Conditional Image Generation with Explainable Latent Space Manipulation Kshitij Pathania DiffM 50 0 0 29 Aug 2024
TEDRA: Text-based Editing of Dynamic and Photoreal Actors Basavaraj Sunagad Heming Zhu Mohit Mendiratta Adam Kortylewski Christian Theobalt Marc Habermann DiffM 99 1 0 28 Aug 2024
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 86 5 0 28 Aug 2024
Hand1000: Generating Realistic Hands from Text with Only 1,000 Images Haozhuo Zhang B. Zhu Yu Cao Y. Hao VLM 132 3 0 28 Aug 2024
MODULI: Unlocking Preference Generalization via Diffusion Models for Offline Multi-Objective Reinforcement Learning Yifu Yuan Zhenrui Zheng Zibin Dong Jianye Hao OffRL 132 1 0 28 Aug 2024
Build-A-Scene: Interactive 3D Layout Control for Diffusion-Based Image Generation Abdelrahman Eldesokey Peter Wonka DiffM 127 4 0 27 Aug 2024
CrossViewDiff: A Cross-View Diffusion Model for Satellite-to-Street View Synthesis Weijia Li Jun He Junyan Ye Huaping Zhong Zhimeng Zheng Zilong Huang Dahua Lin Conghui He 88 7 0 27 Aug 2024
MeshUp: Multi-Target Mesh Deformation via Blended Score Distillation Hyunwoo Kim Itai Lang Noam Aigerman Thibault Groueix Vladimir G. Kim Rana Hanocka AI4CE 127 3 0 27 Aug 2024
ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty Xindi Wu Dingli Yu Yangsibo Huang Olga Russakovsky Sanjeev Arora CoGe EGVM 102 22 0 26 Aug 2024
Foodfusion: A Novel Approach for Food Image Composition via Diffusion Models Chaohua Shi Xuan Wang Si Shi Xule Wang Mingrui Zhu Nannan Wang X. Gao CoGe 93 2 0 26 Aug 2024
ConVis: Contrastive Decoding with Hallucination Visualization for Mitigating Hallucinations in Multimodal Large Language Models Yeji Park Deokyeong Lee Junsuk Choe Buru Chang MLLM VLM 92 5 0 25 Aug 2024