v1v2 (latest)

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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SynDiff-AD: Improving Semantic Segmentation and End-to-End Autonomous Driving with Synthetic Data from Latent Diffusion Models Harsh Goel Sai Shankar Narasimhan Oguzhan Akcin Sandeep Chinchali DiffM 116 2 0 25 Nov 2024
One Diffusion to Generate Them All Duong H. Le Tuan Pham Sangho Lee Christopher Clark Aniruddha Kembhavi Stephan Mandt Ranjay Krishna Jiasen Lu VLM 164 9 0 25 Nov 2024
Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing Hanhui Wang Yihua Zhang Ruizheng Bai Yue Zhao Sijia Liu Zhuowen Tu AAML PICV 165 2 0 25 Nov 2024
Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator Chaehun Shin Jooyoung Choi Heeseung Kim Sungroh Yoon DiffM 175 13 0 23 Nov 2024
TPIE: Topology-Preserved Image Editing With Text Instructions Nivetha Jayakumar Srivardhan Reddy Gadila Tonmoy Hossain Yangfeng Ji Miaomiao Zhang DiffM MedIm 144 0 0 22 Nov 2024
Leapfrog Latent Consistency Model (LLCM) for Medical Images Generation Lakshmikar R. Polamreddy Kalyan Roy Sheng-Han Yueh Deepshikha Mahato Shilpa Kuppili Jialu Li Youshan Zhang MedIm 122 1 0 22 Nov 2024
AnyText2: Visual Text Generation and Editing With Customizable Attributes Yuxiang Tuo Yifeng Geng Liefeng Bo VLM 145 10 0 22 Nov 2024
Foundation Cures Personalization: Improving Personalized Models' Prompt Consistency via Hidden Foundation Knowledge Yiyang Cai Zhengkai Jiang Yang Liu Chunyang Jiang Wei Xue Wenhan Luo Yike Guo 184 0 0 22 Nov 2024
IterIS: Iterative Inference-Solving Alignment for LoRA Merging Hongxu Chen Runshi Li Bowei Zhu Zhen Wang Long Chen MoMe 183 2 0 21 Nov 2024
Conceptwm: A Diffusion Model Watermark for Concept Protection Liangqi Lei Keke Gai Jing Yu Liehuang Zhu Qi Wu WIGM 168 2 0 18 Nov 2024
MpoxVLM: A Vision-Language Model for Diagnosing Skin Lesions from Mpox Virus Infection Xu Cao Wenqian Ye K. Moise Megan Coffee 90 2 0 16 Nov 2024
MaskMedPaint: Masked Medical Image Inpainting with Diffusion Models for Mitigation of Spurious Correlations Qixuan Jin Walter Gerych Marzyeh Ghassemi DiffM MedIm 77 0 0 16 Nov 2024
Learning Generalizable 3D Manipulation With 10 Demonstrations Yu Ren Yang Cong Ronghan Chen Jiahao Long SSL 108 1 0 15 Nov 2024
FitDiT: Advancing the Authentic Garment Details for High-fidelity Virtual Try-on Boyuan Jiang Xiaobin Hu Donghao Luo Qu He C. Xu Jinlong Peng Jing Zhang Chengjie Wang Yunsheng Wu Yanwei Fu DiffM 92 12 0 15 Nov 2024
Modification Takes Courage: Seamless Image Stitching via Reference-Driven Inpainting Ziqi Xie Xiao Lai Weidong Zhao Xianhui Liu Wenlong Hou Wenlong Hou 165 0 0 15 Nov 2024
Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey Xuannan Liu Xing Cui Peipei Li Zekun Li Huaibo Huang Shuhan Xia Miaoxuan Zhang Yueying Zou Ran He AAML 154 11 0 14 Nov 2024
4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization Mijeong Kim Jongwoo Lim Bohyung Han 3DGS 46 3 0 13 Nov 2024
Unraveling the Connections between Flow Matching and Diffusion Probabilistic Models in Training-free Conditional Generation Kaiyu Song Hanjiang Lai DiffM 52 1 0 12 Nov 2024
Artificial Intelligence for Biomedical Video Generation Linyuan Li Jianing Qiu Anujit Saha Lin Li Poyuan Li Mengxian He Ziyu Guo Wu Yuan VGen 177 0 0 12 Nov 2024
Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models Nvidia : Yuval Atzmon Maciej Bala Yogesh Balaji ... Ting-Chun Wang Shuran Song Fangyin Wei Yu Zeng Qinsheng Zhang 87 9 0 11 Nov 2024
Text2CAD: Text to 3D CAD Generation via Technical Drawings Mohsen Yavartanoo S. Hong Reyhaneh Neshatavar Kyoung Mu Lee 38 3 0 09 Nov 2024
Improving image synthesis with diffusion-negative sampling Alakh Desai Nuno Vasconcelos DiffM 42 2 0 08 Nov 2024
Generalizable Single-Source Cross-modality Medical Image Segmentation via Invariant Causal Mechanisms Boqi Chen Yuanzhi Zhu Yunke Ao Sebastiano Caprara Reto Sutter Gunnar Rätsch E. Konukoglu A. Susmelj MedIm DiffM OOD 96 1 0 07 Nov 2024
ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning David Junhao Zhang Roni Paiss Shiran Zada Nikhil Karnad David E. Jacobs Yael Pritch Inbar Mosseri Mike Zheng Shou Neal Wadhwa Nataniel Ruiz DiffM VGen 154 21 0 07 Nov 2024
Controlling Human Shape and Pose in Text-to-Image Diffusion Models via Domain Adaptation Benito Buchheim M. Reimann Jürgen Döllner 66 0 0 07 Nov 2024
DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning Yuxuan Duan Y. Hong Bo Zhang Jun Lan Huijia Zhu Weiqiang Wang Jianfu Zhang Li Niu Lefei Zhang DiffM 119 0 0 07 Nov 2024
MegaPortrait: Revisiting Diffusion Control for High-fidelity Portrait Generation Han Yang Sotiris Anagnostidis Enis Simsar Thomas Hofmann DiffM 33 0 0 07 Nov 2024
GazeGen: Gaze-Driven User Interaction for Visual Content Generation He-Yen Hsieh Ziyun Li Sai Qian Zhang W. Ting Kao-Den Chang B. D. Salvo Chiao Liu H. T. Kung VGen 87 1 0 07 Nov 2024
ReEdit: Multimodal Exemplar-Based Image Editing with Diffusion Models Ashutosh Srivastava Tarun Ram Menta Abhinav Java Avadhoot Jadhav Silky Singh Surgan Jandial Balaji Krishnamurthy DiffM 74 1 0 06 Nov 2024
ROBIN: Robust and Invisible Watermarks for Diffusion Models with Adversarial Optimization Huayang Huang Yu Wu Qian Wang DiffM WIGM 108 7 0 06 Nov 2024
Divergent Domains, Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading Sharon Chokuwa M. H. Khan 68 1 0 04 Nov 2024
Training on test proteins improves fitness, structure, and function prediction Anton Bushuiev Roman Bushuiev Nikola Zadorozhny Raman Samusevich Hannes Stärk Jiri Sedlar Tomáš Pluskal Josef Sivic 52 0 0 04 Nov 2024
NeRF-Aug: Data Augmentation for Robotics with Neural Radiance Fields Eric Zhu Mara Levy M. Gwilliam Abhinav Shrivastava 94 0 0 04 Nov 2024
DreamPolish: Domain Score Distillation With Progressive Geometry Generation Yean Cheng Ziqi Cai Ming Ding Wendi Zheng Shiyu Huang Yuxiao Dong J. Tang Boxin Shi DiffM 59 0 0 03 Nov 2024
Generative AI-based Pipeline Architecture for Increasing Training Efficiency in Intelligent Weed Control Systems Sourav Modak Anthony Stein 68 2 0 01 Nov 2024
StyleTex: Style Image-Guided Texture Generation for 3D Models Zhiyu Xie Yuqing Zhang Xiangjun Tang Yiqian Wu Dehan Chen Gongsheng Li Xaogang Jin DiffM 107 4 0 01 Nov 2024
TextDestroyer: A Training- and Annotation-Free Diffusion Method for Destroying Anomal Text from Images Mengcheng Li Mingbao Lin Yong Li Chia-Wen Lin DiffM 94 0 0 01 Nov 2024
Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning Penghui Ruan Pichao Wang Divya Saxena Jiannong Cao Yuhui Shi DiffM VGen 104 0 0 31 Oct 2024
Scaling Concept With Text-Guided Diffusion Models Chao Huang Susan Liang Yunlong Tang Yapeng Tian Anurag Kumar Chenliang Xu DiffM 92 6 0 31 Oct 2024
Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities Hatef Otroshi-Shahreza S´ebastien Marcel 96 4 0 31 Oct 2024
Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion Models Youngjun Jun Jiwoo Park Kyobin Choo Tae Eun Choi Seong Jae Hwang CoGe 119 0 0 31 Oct 2024
Redefining <Creative> in Dictionary: Towards an Enhanced Semantic Understanding of Creative Generation Fu Feng Yucheng Xie Xu Yang Jing Wang Xin Geng DiffM 80 0 0 31 Oct 2024
Controlling Language and Diffusion Models by Transporting Activations P. Rodríguez Arno Blaas Michal Klein Luca Zappella N. Apostoloff Marco Cuturi Xavier Suau LLMSV 128 6 0 30 Oct 2024
HelloMeme: Integrating Spatial Knitting Attentions to Embed High-Level and Fidelity-Rich Conditions in Diffusion Models Shengkai Zhang Nianhong Jiao Tian Li Chaojie Yang Chenhui Xue Boya Niu Jun Gao VGen VLM DiffM 65 3 0 30 Oct 2024
Geometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images Qi Song Ziyuan Luo Ka Chun Cheung Simon See Renjie Wan 104 3 0 30 Oct 2024
Multi-Class Textual-Inversion Secretly Yields a Semantic-Agnostic Classifier Kai Wang Fei Yang Bogdan Raducanu Joost van de Weijer 57 2 0 29 Oct 2024
Volumetric Conditioning Module to Control Pretrained Diffusion Models for 3D Medical Images Suhyun Ahn Wonjung Park Jihoon Cho Seunghyuck Park Jinah Park MedIm 85 0 0 29 Oct 2024
IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models Hang Guo Yawei Li Tao Dai Shu-Tao Xia Luca Benini MQ 131 2 0 29 Oct 2024
EEG-Driven 3D Object Reconstruction with Style Consistency and Diffusion Prior Xin Xiang Wenhui Zhou Guojun Dai DiffM 80 0 0 28 Oct 2024
Novel Object Synthesis via Adaptive Text-Image Harmony Zeren Xiong Zedong Zhang Zikun Chen Shuo Chen Xianrui Li Gan Sun Jian Yang Jun Li DiffM 97 4 0 28 Oct 2024