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
DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization Wenchuan Wang Mengqi Huang Yijing Tu Zhendong Mao VGen 69 0 0 04 May 2025
YoChameleon: Personalized Vision and Language Generation Thao Nguyen Krishna Kumar Singh Jing Shi Trung H. Bui Yong Jae Lee Yuheng Li MLLM 86 1 0 29 Apr 2025
RefVNLI: Towards Scalable Evaluation of Subject-driven Text-to-image Generation Aviv Slobodkin Hagai Taitelbaum Yonatan Bitton Brian Gordon Michal Sokolik ... Almog Gueta Royi Rassin Itay Laish Dani Lischinski Idan Szpektor EGVM VGen 43 0 0 24 Apr 2025
Image-Editing Specialists: An RLAIF Approach for Diffusion Models Elior Benarous Yilun Du Heng Yang 29 0 0 17 Apr 2025
Personalized Text-to-Image Generation with Auto-Regressive Models Kaiyue Sun Xian Liu Yao Teng Xihui Liu 40 0 0 17 Apr 2025
DreamFuse: Adaptive Image Fusion with Diffusion Transformer Junjia Huang Pengxiang Yan Jiyang Liu Jie Wu Zhao Wang Yitong Wang Liang Lin G. Li 42 0 0 11 Apr 2025
A Unified Agentic Framework for Evaluating Conditional Image Generation Jifang Wang Xue Yang Longyue Wang Zhenran Xu Yansen Wang Yaowei Wang Weihua Luo Kaifu Zhang Baotian Hu Min Zhang EGVM DiffM 72 0 0 09 Apr 2025
PosterMaker: Towards High-Quality Product Poster Generation with Accurate Text Rendering Y. Gao Zihang Lin Chuanbin Liu Min Zhou T. Ge Bo Zheng Hongtao Xie DiffM 45 0 0 09 Apr 2025
Fine-Tuning Visual Autoregressive Models for Subject-Driven Generation Jiwoo Chung Sangeek Hyun Hyunjun Kim Eunseo Koh MinKyu Lee Jae-Pil Heo 38 0 0 03 Apr 2025
Multi-party Collaborative Attention Control for Image Customization Han Yang Chuanguang Yang Qiuli Wang Zhulin An Weilun Feng Libo Huang Yongjun Xu DiffM 40 0 0 02 Apr 2025
Consistent Subject Generation via Contrastive Instantiated Concepts Lee Hsin-Ying Kelvin Chan Ming-Hsuan Yang DiffM 95 0 0 31 Mar 2025
Single Image Iterative Subject-driven Generation and Editing Yair Shpitzer Gal Chechik Idan Schwartz 60 0 0 20 Mar 2025
TF-TI2I: Training-Free Text-and-Image-to-Image Generation via Multi-Modal Implicit-Context Learning in Text-to-Image Models Teng-Fang Hsiao Bo-Kai Ruan Yi-Lun Wu Tzu-Ling Lin Hong-Han Shuai VLM 58 0 0 19 Mar 2025
DreamInsert: Zero-Shot Image-to-Video Object Insertion from A Single Image Qi Zhao Zhan Ma Pan Zhou VGen 80 0 0 13 Mar 2025
Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models Héctor Laria Alexandra Gomez-Villa Jiang Qin Muhammad Atif Butt Bogdan Raducanu Javier Vázquez-Corral Joost van de Weijer Kai Wang DiffM 70 0 0 12 Mar 2025
DreamRelation: Relation-Centric Video Customization Yujie Wei Shiwei Zhang Hangjie Yuan Biao Gong Longxiang Tang ... Haonan Qiu Hengjia Li Shuai Tan Yuyao Zhang Hongming Shan VGen 77 1 0 10 Mar 2025
DynamicID: Zero-Shot Multi-ID Image Personalization with Flexible Facial Editability Xirui Hu Jiahao Wang Hao Chen Weizhan Zhang Benqi Wang Yangfu Li Haishun Nan DiffM 70 0 0 09 Mar 2025
X2I: Seamless Integration of Multimodal Understanding into Diffusion Transformer via Attention Distillation Jian Ma Qirong Peng Xu Guo Chen Chen H. Lu Zhenyu Yang VLM 72 1 0 08 Mar 2025
Personalized Generation In Large Model Era: A Survey Yiyan Xu Jinghao Zhang Alireza Salemi Xinting Hu Wenjie Wang Fuli Feng Hamed Zamani Xiangnan He Tat-Seng Chua 3DV 90 2 0 04 Mar 2025
Learning to Animate Images from A Few Videos to Portray Delicate Human Actions Haoxin Li Yingchen Yu Qilong Wu Hanwang Zhang Boyang Li Song Bai 3DH VGen 248 0 0 01 Mar 2025
Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think L. Chen S. Bai Wenhao Chai Weichu Xie Haozhe Zhao Leon Vinci Junyang Lin Baobao Chang DiffM 92 4 0 27 Feb 2025
One-to-Normal: Anomaly Personalization for Few-shot Anomaly Detection Yiyue Li Shaoting Zhang Kang Li Qicheng Lao 86 0 0 03 Feb 2025
Nested Attention: Semantic-aware Attention Values for Concept Personalization Or Patashnik Rinon Gal Daniil Ostashev Sergey Tulyakov Kfir Aberman Daniel Cohen-Or DiffM 54 5 0 03 Jan 2025
ConsistentID: Portrait Generation with Multimodal Fine-Grained Identity Preserving Jiehui Huang Xiao Dong Wenhui Song Zheng Chong Zhiqiang Zhang ... Long Chen Hanhui Li Yiqiang Yan Shengcai Liao Xiaodan Liang DiffM 50 21 0 31 Dec 2024
UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics Xi Chen Zhifei Zhang He Zhang Yuqian Zhou Seunggeun Kim ... Nanxuan Zhao Yilin Wang Hui Ding Zhe Lin Hengshuang Zhao VGen DiffM 129 21 0 10 Dec 2024
HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing Jinbin Bai Wei Chow L. Yang Hefei Ling Juncheng Billy Li Hao Zhang Shuicheng Yan 106 4 0 05 Dec 2024
DIVE: Taming DINO for Subject-Driven Video Editing Yi Huang Wei Xiong He Zhang Chaoqi Chen Jianzhuang Liu Mingfu Yan Shifeng Chen VGen DiffM 83 0 0 04 Dec 2024
SerialGen: Personalized Image Generation by First Standardization Then Personalization Cong Xie Han Zou Ruiqi Yu Yan Zhang Zhenpeng Zhan 79 1 0 02 Dec 2024
Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook Florinel-Alin Croitoru Andrei Iulian Hiji Vlad Hondru Nicolae-Cătălin Ristea Paul Irofti Marius Popescu Cristian Rusu Radu Tudor Ionescu Fahad Shahbaz Khan Mubarak Shah 94 3 0 29 Nov 2024
DreamBlend: Advancing Personalized Fine-tuning of Text-to-Image Diffusion Models Shwetha Ram T. Neiman Qianli Feng Andrew Stuart S. D. Tran Trishul Chilimbi 77 1 0 28 Nov 2024
Diffusion Self-Distillation for Zero-Shot Customized Image Generation Shengqu Cai Eric Ryan Chan Yunzhi Zhang Leonidas J. Guibas Jiajun Wu Gordon Wetzstein 83 8 0 27 Nov 2024
Diffusion Autoencoders for Few-shot Image Generation in Hyperbolic Space Lingxiao Li Kaixuan Fan Boqing Gong Xiangyu Yue DiffM 75 0 0 27 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 64 6 0 11 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 86 15 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 52 0 0 07 Nov 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 53 4 0 28 Oct 2024
How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization? Jiahua Dong Wenqi Liang Hongliu Li Duzhen Zhang Meng Cao Henghui Ding Salman Khan Fahad Shahbaz Khan DiffM 68 9 0 23 Oct 2024
Assessing Open-world Forgetting in Generative Image Model Customization Héctor Laria Alex Gomez-Villa Imad Eddine Marouf Bogdan Raducanu Bogdan Raducanu VLM DiffM 42 0 0 18 Oct 2024
DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control Yujie Wei Shiwei Zhang Hangjie Yuan Xiang Wang Haonan Qiu ... F. Liu Zhizhong Huang Jiaxin Ye Yingya Zhang Hongming Shan DiffM VGen 77 14 0 17 Oct 2024
Learning to Customize Text-to-Image Diffusion In Diverse Context Taewook Kim Wei Chen Qiang Qiu DiffM 43 2 0 14 Oct 2024
CusConcept: Customized Visual Concept Decomposition with Diffusion Models Zhi Xu Shaozhe Hao Kai Han DiffM 30 4 0 01 Oct 2024
Prompt Sliders for Fine-Grained Control, Editing and Erasing of Concepts in Diffusion Models Deepak Sridhar Nuno Vasconcelos DiffM 36 0 0 25 Sep 2024
ImPoster: Text and Frequency Guidance for Subject Driven Action Personalization using Diffusion Models D. Kothandaraman Kuldeep Kulkarni Sumit Shekhar Balaji Vasan Srinivasan Dinesh Manocha DiffM 51 1 0 24 Sep 2024
OmniGen: Unified Image Generation Shitao Xiao Yueze Wang Yueze Wang Huaying Yuan Xingrun Xing Ruiran Yan Shuting Wang Tiejun Huang Zheng Liu DiffM VLM SyDa 64 66 0 17 Sep 2024
One-Shot Learning for Pose-Guided Person Image Synthesis in the Wild Dongqi Fan Tao Chen Mingjie Wang Rui Ma Qiang Tang Zili Yi Qian Wang Liang Chang 27 0 0 15 Sep 2024
TextBoost: Towards One-Shot Personalization of Text-to-Image Models via Fine-tuning Text Encoder NaHyeon Park Kunhee Kim Hyunjung Shim DiffM 52 2 1 12 Sep 2024
Thinking Outside the BBox: Unconstrained Generative Object Compositing Gemma Canet Tarrés Zhe Lin Zhifei Zhang Jianming Zhang Yizhi Song Dan Ruta Andrew Gilbert John Collomosse Soo Ye Kim DiffM 35 9 0 06 Sep 2024
Subject-driven Text-to-Image Generation via Preference-based Reinforcement Learning Yanting Miao William Loh Suraj Kothawade Pascal Poupart Abdullah Rashwan Yeqing Li EGVM 55 1 0 16 Jul 2024
ConceptExpress: Harnessing Diffusion Models for Single-image Unsupervised Concept Extraction Shaozhe Hao Kai Han Zhengyao Lv Shihao Zhao Kwan-Yee K. Wong DiffM CoGe 41 6 0 09 Jul 2024
Powerful and Flexible: Personalized Text-to-Image Generation via Reinforcement Learning Fanyue Wei Wei Zeng Zhenyang Li Dawei Yin Lixin Duan Wen Li EGVM 39 2 0 09 Jul 2024