Gradient-Free Textual Inversion

12 April 2023

Zhengcong Fei

Mingyuan Fan

Junshi Huang

DiffM

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Papers citing "Gradient-Free Textual Inversion"

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Title
Flux Already Knows -- Activating Subject-Driven Image Generation without Training Hao Kang Stathi Fotiadis Liming Jiang Qing Yan Yumin Jia Zichuan Liu Min Jin Chong Xin Lu 35 0 0 12 Apr 2025
SkyReels-A2: Compose Anything in Video Diffusion Transformers Zhengcong Fei D. Li Di Qiu J. Wang Yikun Dou ... J. Xu Mingyuan Fan Guibin Chen Yang Li Yahui Zhou DiffM VGen 63 2 0 03 Apr 2025
Efficient Personalization of Quantized Diffusion Model without Backpropagation H. Seo Wongi Jeong Kyungryeol Lee Se Young Chun DiffM MQ 76 0 0 19 Mar 2025
Video Diffusion Transformers are In-Context Learners Zhengcong Fei Di Qiu Changqian Yu Debang Li Mingyuan Fan VGen DiffM 157 2 0 14 Dec 2024
FLUX that Plays Music Zhengcong Fei Mingyuan Fan Changqian Yu Junshi Huang 84 7 0 01 Sep 2024
Dimba: Transformer-Mamba Diffusion Models Zhengcong Fei Mingyuan Fan Changqian Yu Debang Li Youqiang Zhang Junshi Huang Mamba 54 16 0 03 Jun 2024
Spectrum-Aware Parameter Efficient Fine-Tuning for Diffusion Models Xinxi Zhang Song Wen Ligong Han Felix Juefei Xu Akash Srivastava Junzhou Huang Hao Wang Molei Tao Dimitris N. Metaxas DiffM 28 5 0 31 May 2024
When Large Language Model Meets Optimization Sen Huang Kaixiang Yang Sheng Qi Rui Wang 37 8 0 16 May 2024
Erasing Concepts from Text-to-Image Diffusion Models with Few-shot Unlearning Masane Fuchi Tomohiro Takagi DiffM VLM 45 13 0 12 May 2024
MasterWeaver: Taming Editability and Face Identity for Personalized Text-to-Image Generation Yuxiang Wei Zhilong Ji Jinfeng Bai Hongzhi Zhang Lei Zhang W. Zuo DiffM 39 3 0 09 May 2024
A Survey on Personalized Content Synthesis with Diffusion Models Xu-Lu Zhang Xiao Wei Wengyu Zhang Jinlin Wu Zhaoxiang Zhang Zhen Lei Qing Li Zhen Lei Qing Li EGVM 133 19 0 09 May 2024
Music Consistency Models Zhengcong Fei Mingyuan Fan Junshi Huang DiffM 40 5 0 20 Apr 2024
Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models Zhengcong Fei Mingyuan Fan Changqian Yu Debang Li Junshi Huang 32 24 0 06 Apr 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Lu Yang 67 35 0 07 Mar 2024
Visual Concept-driven Image Generation with Text-to-Image Diffusion Model Tanzila Rahman Shweta Mahajan Hsin-Ying Lee Jian Ren Sergey Tulyakov Leonid Sigal 80 4 0 18 Feb 2024
Scalable Diffusion Models with State Space Backbone Zhengcong Fei Mingyuan Fan Changqian Yu Junshi Huang 62 33 0 08 Feb 2024
When Large Language Models Meet Evolutionary Algorithms: Potential Enhancements and Challenges Wang Chao Jiaxuan Zhao Licheng Jiao Lingling Li Fang Liu Shuyuan Yang 61 13 0 19 Jan 2024
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap Xingyu Wu Sheng-hao Wu Jibin Wu Liang Feng Kay Chen Tan ELM 34 57 0 18 Jan 2024
IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models Zhaoyuan Yang Zhengyang Yu Zhiwei Xu Jaskirat Singh Jing Zhang Dylan Campbell Peter Tu Richard Hartley 23 11 0 12 Nov 2023
Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code Xu Ju Ailing Zeng Yuxuan Bian Shaoteng Liu Qiang Xu DiffM 23 67 0 02 Oct 2023
Catch You Everything Everywhere: Guarding Textual Inversion via Concept Watermarking Weitao Feng Jiyan He Jie Zhang Tianwei Zhang Wenbo Zhou Weiming Zhang Neng H. Yu WIGM 27 10 0 12 Sep 2023
Subject-Diffusion:Open Domain Personalized Text-to-Image Generation without Test-time Fine-tuning Jiancang Ma Junhao Liang Chen Chen H. Lu 23 138 0 21 Jul 2023
AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models Jiachun Pan Jun Hao Liew Vincent Y. F. Tan Jiashi Feng Hanshu Yan DiffM 24 9 0 20 Jul 2023
Unsupervised Semantic Correspondence Using Stable Diffusion Eric Hedlin Gopal Sharma Shweta Mahajan Hossam N. Isack Abhishek Kar Andrea Tagliasacchi K. M. Yi DiffM 27 86 0 24 May 2023
InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning Jing Shi Wei Xiong Zhe-nan Lin H. J. Jung DiffM 119 278 0 06 Apr 2023
Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics Anton Voronov Mikhail Khoroshikh Artem Babenko Max Ryabinin 26 6 0 09 Feb 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 197 518 0 02 Jan 2023
Instance-Conditioned GAN Arantxa Casanova Marlene Careil Jakob Verbeek M. Drozdzal Adriana Romero Soriano GAN 199 132 0 10 Sep 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 253 4,764 0 24 Feb 2021
Re-Examining Linear Embeddings for High-Dimensional Bayesian Optimization Benjamin Letham Roberto Calandra Akshara Rai E. Bakshy 71 109 0 31 Jan 2020