v1v2 (latest)

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"

50 / 2,538 papers shown

GaussEdit: Adaptive 3D Scene Editing with Text and Image PromptsIEEE Transactions on Visualization and Computer Graphics (TVCG), 2025

193

30 Sep 2025

ART-VITON: Measurement-Guided Latent Diffusion for Artifact-Free Virtual Try-On

Junseo Park

Hyeryung Jang

DiffM

172

30 Sep 2025

Stitch: Training-Free Position Control in Multimodal Diffusion Transformers

148

30 Sep 2025

EchoGen: Generating Visual Echoes in Any Scene via Feed-Forward Subject-Driven Auto-Regressive Model

142

30 Sep 2025

MOLM: Mixture of LoRA Markers

30 Sep 2025

UP2You: Fast Reconstruction of Yourself from Unconstrained Photo Collections

179

29 Sep 2025

TR2-D2: Tree Search Guided Trajectory-Aware Fine-Tuning for Discrete Diffusion

138

29 Sep 2025

Environment-Aware Satellite Image Generation with Diffusion Models

104

29 Sep 2025

Personalized Vision via Visual In-Context Learning

158

29 Sep 2025

ReLumix: Extending Image Relighting to Video via Video Diffusion Models

113

28 Sep 2025

SIE3D: Single-image Expressive 3D Avatar generation via Semantic Embedding and Perceptual Expression Loss

Zhiqi Huang

Dulongkai Cui

Jinglu Hu

100

28 Sep 2025

MMPB: It's Time for Multi-Modal Personalization

190

26 Sep 2025

High-Quality Sound Separation Across Diverse Categories via Visually-Guided Generative Modeling

135

26 Sep 2025

Mind-the-Glitch: Visual Correspondence for Detecting Inconsistencies in Subject-Driven Generation

Abdelrahman Eldesokey

Aleksandar Cvejic

Bernard Ghanem

Peter Wonka

120

26 Sep 2025

DEFT: Decompositional Efficient Fine-Tuning for Text-to-Image Models

113

26 Sep 2025

MultiCrafter: High-Fidelity Multi-Subject Generation via Disentangled Attention and Identity-Aware Preference Alignment

200

26 Sep 2025

Training-Free Synthetic Data Generation with Dual IP-Adapter Guidance

107

26 Sep 2025

Rethinking Inter-LoRA Orthogonality in Adapter Merging: Insights from Orthogonal Monte Carlo Dropout

181

26 Sep 2025

Abductive Logical Rule Induction by Bridging Inductive Logic Programming and Multimodal Large Language Models

112

26 Sep 2025

CusEnhancer: A Zero-Shot Scene and Controllability Enhancement Method for Photo Customization via ResInversion

Maoye Ren

Praneetha Vaddamanu

Jianjin Xu

Fernando De la Torre Frade

DiffM

25 Sep 2025

Evaluating the Evaluators: Metrics for Compositional Text-to-Image Generation

Mahdieh Soleymani Baghshah

M. Rohban

EGVM

247

25 Sep 2025

FreeInsert: Personalized Object Insertion with Geometric and Style Control

25 Sep 2025

Does FLUX Already Know How to Perform Physically Plausible Image Composition?

306

25 Sep 2025

Efficient Encoder-Free Pose Conditioning and Pose Control for Virtual Try-On

212

24 Sep 2025

Latent Iterative Refinement Flow: A Geometric-Constrained Approach for Few-Shot Generation

24 Sep 2025

Unleashing the Potential of the Semantic Latent Space in Diffusion Models for Image DehazingEuropean Conference on Computer Vision (ECCV), 2025

221

24 Sep 2025

Prompt-Guided Dual Latent Steering for Inversion Problems

180

23 Sep 2025

ContextFlow: Training-Free Video Object Editing via Adaptive Context Enrichment

221

22 Sep 2025

CARINOX: Inference-time Scaling with Category-Aware Reward-based Initial Noise Optimization and Exploration

240

22 Sep 2025

Seg4Diff: Unveiling Open-Vocabulary Segmentation in Text-to-Image Diffusion Transformers

184

22 Sep 2025

Stencil: Subject-Driven Generation with Context GuidanceInternational Conference on Information Photonics (ICIP), 2025

130

21 Sep 2025

Animalbooth: multimodal feature enhancement for animal subject personalization

148

20 Sep 2025

Follow-Your-Emoji-Faster: Towards Efficient, Fine-Controllable, and Expressive Freestyle Portrait Animation

...

263

20 Sep 2025

Lynx: Towards High-Fidelity Personalized Video Generation

208

19 Sep 2025

AutoEdit: Automatic Hyperparameter Tuning for Image Editing

189

18 Sep 2025

Towards Robust Defense against Customization via Protective Perturbation Resistant to Diffusion-based Purification

286

17 Sep 2025

StyleProtect: Safeguarding Artistic Identity in Fine-tuned Diffusion Models

248

17 Sep 2025

End4: End-to-end Denoising Diffusion for Diffusion-Based Inpainting Detection

149

16 Sep 2025

HoloGarment: 360° Novel View Synthesis of In-the-Wild Garments

J. Karras

Yingwei Li

Yasamin Jafarian

Ira Kemelmacher-Shlizerman

129

15 Sep 2025

Immunizing Images from Text to Image Editing via Adversarial Cross-Attention

124

12 Sep 2025

Prompt-Driven Image Analysis with Multimodal Generative AI: Detection, Segmentation, Inpainting, and Interpretation

Kaleem Ahmad

MLLM

10 Sep 2025

UMO: Scaling Multi-Identity Consistency for Image Customization via Matching Reward

103

08 Sep 2025

TIDE: Achieving Balanced Subject-Driven Image Generation via Target-Instructed Diffusion Enhancement

156

08 Sep 2025

DreamAudio: Customized Text-to-Audio Generation with Diffusion Models

136

07 Sep 2025

EditIDv2: Editable ID Customization with Data-Lubricated ID Feature Integration for Text-to-Image Generation

Guandong Li

Zhaobin Chu

DiffM

06 Sep 2025

Human Preference-Aligned Concept Customization Benchmark via Decomposed Evaluation

144

03 Sep 2025

Discrete Noise Inversion for Next-scale Autoregressive Text-based Image Editing

207

02 Sep 2025

MOSAIC: Multi-Subject Personalized Generation via Correspondence-Aware Alignment and Disentanglement

121

02 Sep 2025

Towards High-Fidelity, Identity-Preserving Real-Time Makeup Transfer: Decoupling Style Generation

142

02 Sep 2025

Data-Driven Loss Functions for Inference-Time Optimization in Text-to-Image Generation

Sapir Esther Yiflach

Yuval Atzmon

Gal Chechik

166

02 Sep 2025