DreamBlend: Advancing Personalized Fine-tuning of Text-to-Image Diffusion Models

28 November 2024

Papers citing "DreamBlend: Advancing Personalized Fine-tuning of Text-to-Image Diffusion Models"

27 / 27 papers shown

Title
Regularized Personalization of Text-to-Image Diffusion Models without Distributional Drift Gihoon Kim Hyungjin Park Taesup Kim DiffM VLM 128 0 0 26 May 2025
InstantID: Zero-shot Identity-Preserving Generation in Seconds Qixun Wang Xu Bai Haofan Wang Zekui Qin Anthony Chen Huaxia Li Xu Tang Feng-Long Xie 79 249 0 15 Jan 2024
HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models Nataniel Ruiz Yuanzhen Li Varun Jampani Wei Wei Tingbo Hou Yael Pritch Neal Wadhwa Michael Rubinstein Kfir Aberman DiffM 71 181 0 13 Jul 2023
Emu: Generative Pretraining in Multimodality Quan-Sen Sun Qiying Yu Yufeng Cui Fan Zhang Xiaosong Zhang Yueze Wang Hongcheng Gao Jingjing Liu Tiejun Huang Xinlong Wang MLLM 62 134 0 11 Jul 2023
DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models Chong Mou Xintao Wang Jie Song Ying Shan Jian Zhang DiffM 75 153 0 05 Jul 2023
ViCo: Plug-and-play Visual Condition for Personalized Text-to-image Generation Shaozhe Hao Kai Han Shihao Zhao Kwan-Yee K. Wong 44 10 0 01 Jun 2023
Photoswap: Personalized Subject Swapping in Images Jing Gu Yilin Wang Nanxuan Zhao Tsu-Jui Fu Wei Xiong ... Zhifei Zhang He Zhang Jianming Zhang Hyun-Sun Jung Xin Eric Wang DiffM 55 42 0 29 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
Subject-driven Text-to-Image Generation via Apprenticeship Learning Wenhu Chen Hexiang Hu Yandong Li Nataniel Rui Xuhui Jia Ming-Wei Chang William W. Cohen DiffM 79 193 0 01 Apr 2023
Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models Hila Chefer Yuval Alaluf Yael Vinker Lior Wolf Daniel Cohen-Or DiffM 99 508 0 31 Jan 2023
Multi-Concept Customization of Text-to-Image Diffusion Nupur Kumari Bin Zhang Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 122 870 0 08 Dec 2022
DiffEdit: Diffusion-based semantic image editing with mask guidance Guillaume Couairon Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 124 500 0 20 Oct 2022
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation Nataniel Ruiz Yuanzhen Li Varun Jampani Yael Pritch Michael Rubinstein Kfir Aberman 261 2,851 0 25 Aug 2022
Prompt-to-Prompt Image Editing with Cross Attention Control Amir Hertz Ron Mokady J. Tenenbaum Kfir Aberman Yael Pritch Daniel Cohen-Or DiffM 157 1,768 0 02 Aug 2022
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion Rinon Gal Yuval Alaluf Yuval Atzmon Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or 122 1,873 0 02 Aug 2022
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation Jiahui Yu Yuanzhong Xu Jing Yu Koh Thang Luong Gunjan Baid ... Zarana Parekh Xin Li Han Zhang Jason Baldridge Yonghui Wu EGVM 178 1,114 0 22 Jun 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 365 6,854 0 13 Apr 2022
Locating and Editing Factual Associations in GPT Kevin Meng David Bau A. Andonian Yonatan Belinkov KELM 236 1,345 0 10 Feb 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 393 15,454 0 20 Dec 2021
SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations Chenlin Meng Yutong He Yang Song Jiaming Song Jiajun Wu Jun-Yan Zhu Stefano Ermon DiffM 134 1,485 0 02 Aug 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 388 10,301 0 17 Jun 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 655 6,059 0 29 Apr 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 866 29,341 0 26 Feb 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 389 4,937 0 24 Feb 2021
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 236 7,350 0 06 Oct 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 561 18,008 0 19 Jun 2020
Countering Language Drift with Seeded Iterated Learning Yuchen Lu Soumye Singhal Florian Strub Olivier Pietquin Aaron Courville 65 76 0 28 Mar 2020