Subject-driven Text-to-Image Generation via Apprenticeship Learning

1 April 2023

Papers citing "Subject-driven Text-to-Image Generation via Apprenticeship Learning"

50 / 161 papers shown

Title
DiffuseKronA: A Parameter Efficient Fine-tuning Method for Personalized Diffusion Models Shyam Marjit Harshit Singh Nityanand Mathur Sayak Paul Chia-Mu Yu Pin-Yu Chen DiffM 47 6 0 27 Feb 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 71 88 0 27 Feb 2024
Gen4Gen: Generative Data Pipeline for Generative Multi-Concept Composition Chun-Hsiao Yeh Ta-Ying Cheng He-Yen Hsieh Chuan-En Lin Yi Ma Andrew Markham Niki Trigoni H. T. Kung Yubei Chen DiffM 25 4 0 23 Feb 2024
ComFusion: Personalized Subject Generation in Multiple Specific Scenes From Single Image Yan Hong Jianfu Zhang DiffM 30 3 0 19 Feb 2024
DreamMatcher: Appearance Matching Self-Attention for Semantically-Consistent Text-to-Image Personalization Jisu Nam Heesu Kim Dongjae Lee Siyoon Jin Seungryong Kim Seunggyu Chang DiffM 32 40 0 15 Feb 2024
$λ$ -ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space Maitreya Patel Sangmin Jung Chitta Baral Yezhou Yang VLM 31 29 0 07 Feb 2024
A Survey on Data Augmentation in Large Model Era Yue Zhou Chenlu Guo Xu Wang Yi-Ju Chang Yuan Wu LM&MA VLM 54 24 0 27 Jan 2024
UNIMO-G: Unified Image Generation through Multimodal Conditional Diffusion Wei Li Xue Xu Jiachen Liu Xinyan Xiao 25 5 0 24 Jan 2024
PALP: Prompt Aligned Personalization of Text-to-Image Models Moab Arar Andrey Voynov Amir Hertz Omri Avrahami Shlomi Fruchter Yael Pritch Daniel Cohen-Or Ariel Shamir DiffM 29 21 0 11 Jan 2024
Instruct-Imagen: Image Generation with Multi-modal Instruction Hexiang Hu Kelvin C. K. Chan Yu-Chuan Su Wenhu Chen Yandong Li ... Xue Ben Boqing Gong William W. Cohen Ming-Wei Chang Xuhui Jia MLLM 48 43 0 03 Jan 2024
Personalized Restoration via Dual-Pivot Tuning Pradyumna Chari Sizhuo Ma Daniil Ostashev A. Kadambi Gurunandan Krishnan Jian Wang Kfir Aberman DiffM 38 3 0 28 Dec 2023
Cross Initialization for Personalized Text-to-Image Generation Lianyu Pang Jian Yin Haoran Xie Qiping Wang Qing Li Xudong Mao DiffM 41 7 0 26 Dec 2023
VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation Max W.F. Ku Dongfu Jiang Cong Wei Xiang Yue Wenhu Chen 34 50 0 22 Dec 2023
DreamTuner: Single Image is Enough for Subject-Driven Generation Miao Hua Jiawei Liu Fei Ding Wei Liu Jie Wu Qian He 28 28 0 21 Dec 2023
Generative Multimodal Models are In-Context Learners Quan-Sen Sun Yufeng Cui Xiaosong Zhang Fan Zhang Qiying Yu ... Yueze Wang Yongming Rao Jingjing Liu Tiejun Huang Xinlong Wang MLLM LRM 45 248 0 20 Dec 2023
PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding Zhen Li Mingdeng Cao Xintao Wang Zhongang Qi Ming-Ming Cheng Ying Shan DiffM 67 190 0 07 Dec 2023
DreamVideo: Composing Your Dream Videos with Customized Subject and Motion Yujie Wei Shiwei Zhang Zhiwu Qing Hangjie Yuan Zhiheng Liu Yu Liu Yingya Zhang Jingren Zhou Hongming Shan DiffM VGen 24 90 0 07 Dec 2023
Context Diffusion: In-Context Aware Image Generation Ivona Najdenkoska Animesh Sinha Abhimanyu Dubey Dhruv Mahajan Vignesh Ramanathan Filip Radenovic DiffM 21 10 0 06 Dec 2023
DreamInpainter: Text-Guided Subject-Driven Image Inpainting with Diffusion Models Shaoan Xie Yang Zhao Zhisheng Xiao Kelvin C. K. Chan Yandong Li Yanwu Xu Kun Zhang Tingbo Hou DiffM 36 26 0 05 Dec 2023
ViscoNet: Bridging and Harmonizing Visual and Textual Conditioning for ControlNet Soon Yau Cheong Armin Mustafa Andrew Gilbert DiffM 29 5 0 05 Dec 2023
Alchemist: Parametric Control of Material Properties with Diffusion Models Prafull Sharma Varun Jampani Yuanzhen Li Xuhui Jia Dmitry Lagun Frédo Durand William T. Freeman Mark J. Matthews DiffM 47 24 0 05 Dec 2023
Customization Assistant for Text-to-image Generation Yufan Zhou Ruiyi Zhang Jiuxiang Gu Tongfei Sun DiffM 33 11 0 05 Dec 2023
Retrieving Conditions from Reference Images for Diffusion Models Haoran Tang Xin Zhou Jieren Deng Zhihong Pan Hao Tian Pratik Chaudhari 44 2 0 05 Dec 2023
Readout Guidance: Learning Control from Diffusion Features Grace Luo Trevor Darrell Oliver Wang Dan B. Goldman Aleksander Holynski 23 21 0 04 Dec 2023
HiFi Tuner: High-Fidelity Subject-Driven Fine-Tuning for Diffusion Models Zhonghao Wang Wei Wei Yang Zhao Zhisheng Xiao M. Hasegawa-Johnson Humphrey Shi Tingbo Hou DiffM 41 11 0 30 Nov 2023
CLiC: Concept Learning in Context Mehdi Safaee Aryan Mikaeili Or Patashnik Daniel Cohen-Or Ali Mahdavi-Amiri 36 11 0 28 Nov 2023
EditShield: Protecting Unauthorized Image Editing by Instruction-guided Diffusion Models Ruoxi Chen Haibo Jin Yixin Liu Jinyin Chen Haohan Wang Lichao Sun 34 10 0 19 Nov 2023
High-fidelity Person-centric Subject-to-Image Synthesis Yibin Wang Weizhong Zhang Jianwei Zheng Cheng Jin VGen 39 21 0 17 Nov 2023
The Chosen One: Consistent Characters in Text-to-Image Diffusion Models Omri Avrahami Amir Hertz Yael Vinker Moab Arar Shlomi Fruchter Ohad Fried Daniel Cohen-Or Dani Lischinski DiffM 60 32 0 16 Nov 2023
UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs Yanwu Xu Yang Zhao Zhisheng Xiao Tingbo Hou 137 107 0 14 Nov 2023
A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization Xingzhe He Zhiwen Cao Nicholas I. Kolkin Lantao Yu Kun Wan Helge Rhodin Ratheesh Kalarot 45 13 0 07 Nov 2023
VideoDreamer: Customized Multi-Subject Text-to-Video Generation with Disen-Mix Finetuning on Language-Video Foundation Models Hong Chen Xin Wang Guanning Zeng Yipeng Zhang Yuwei Zhou Feilin Han Wenwu Zhu Wenwu Zhu VGen DiffM 38 1 0 02 Nov 2023
Learning to Follow Object-Centric Image Editing Instructions Faithfully Tuhin Chakrabarty Kanishk Singh Arkadiy Saakyan Smaranda Muresan DiffM 30 6 0 29 Oct 2023
Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation Zhengyuan Yang Jianfeng Wang Linjie Li Kevin Qinghong Lin Chung-Ching Lin Zicheng Liu Lijuan Wang LRM MLLM DiffM 13 22 0 12 Oct 2023
SingleInsert: Inserting New Concepts from a Single Image into Text-to-Image Models for Flexible Editing Zijie Wu Chaohui Yu Zhen Zhu Fan Wang Xiang Bai 22 12 0 12 Oct 2023
Multi-Concept T2I-Zero: Tweaking Only The Text Embeddings and Nothing Else Hazarapet Tunanyan Dejia Xu Shant Navasardyan Zhangyang Wang Humphrey Shi DiffM 88 7 0 11 Oct 2023
State of the Art on Diffusion Models for Visual Computing Ryan Po Wang Yifan Vladislav Golyanik Kfir Aberman Jonathan T. Barron ... Matthias Nießner Bjorn Ommer Christian Theobalt Peter Wonka Gordon Wetzstein 38 103 0 11 Oct 2023
Kosmos-G: Generating Images in Context with Multimodal Large Language Models Xichen Pan Li Dong Shaohan Huang Zhiliang Peng Wenhu Chen Furu Wei VLM 13 62 0 04 Oct 2023
ImagenHub: Standardizing the evaluation of conditional image generation models Max W.F. Ku Tianle Li Kai Zhang Yujie Lu Xingyu Fu Wenwen Zhuang Wenhu Chen EGVM 44 47 0 02 Oct 2023
RealFill: Reference-Driven Generation for Authentic Image Completion Luming Tang Nataniel Ruiz Qinghao Chu Yuanzhen Li Aleksander Holynski ... Bharath Hariharan Yael Pritch Neal Wadhwa Kfir Aberman Michael Rubinstein DiffM 26 43 0 28 Sep 2023
PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models Li Chen Mengyi Zhao Yiheng Liu Mingxu Ding Yangyang Song ... Xu Wang Hao Yang Jing Liu Kang Du Min Zheng DiffM 39 53 0 11 Sep 2023
Subject-Diffusion:Open Domain Personalized Text-to-Image Generation without Test-time Fine-tuning Jiancang Ma Junhao Liang Chen Chen H. Lu 31 138 0 21 Jul 2023
AnyDoor: Zero-shot Object-level Image Customization Xi Chen Lianghua Huang Yu Liu Yujun Shen Deli Zhao Hengshuang Zhao DiffM 51 256 0 18 Jul 2023
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 31 173 0 13 Jul 2023
Domain-Agnostic Tuning-Encoder for Fast Personalization of Text-To-Image Models Moab Arar Rinon Gal Yuval Atzmon Gal Chechik Daniel Cohen-Or Ariel Shamir Amit H. Bermano DiffM 51 76 0 13 Jul 2023
DreamEdit: Subject-driven Image Editing Tianle Li Max W.F. Ku Cong Wei Wenhu Chen EGVM 32 25 0 22 Jun 2023
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing Kai Zhang Lingbo Mo Wenhu Chen Huan Sun Yu-Chuan Su EGVM 115 242 0 16 Jun 2023
ViCo: Plug-and-play Visual Condition for Personalized Text-to-image Generation Shaozhe Hao Kai Han Shihao Zhao Kwan-Yee K. Wong 34 10 0 01 Jun 2023
Inserting Anybody in Diffusion Models via Celeb Basis Genlan Yuan Xiaodong Cun Yong Zhang Maomao Li Chenyang Qi Xintao Wang Ying Shan Huicheng Zheng DiffM 25 52 0 01 Jun 2023
Cones 2: Customizable Image Synthesis with Multiple Subjects Zhiheng Liu Yifei Zhang Yujun Shen Kecheng Zheng Kai Zhu Ruili Feng Yu Liu Deli Zhao Jingren Zhou Yang Cao DiffM 65 80 0 30 May 2023