A Neural Space-Time Representation for Text-to-Image Personalization

ACM Transactions on Graphics (TOG), 2023

24 May 2023

Daniel Cohen-Or

ArXiv (abs)PDF HTML HuggingFace (1 upvotes)

Papers citing "A Neural Space-Time Representation for Text-to-Image Personalization"

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Title
MINDiff: Mask-Integrated Negative Attention for Controlling Overfitting in Text-to-Image Personalization Seulgi Jeong Jaeil Kim DiffM 100 0 0 22 Nov 2025
SceneDesigner: Controllable Multi-Object Image Generation with 9-DoF Pose Manipulation Zhenyuan Qin Xincheng Shuai Henghui Ding DiffM 156 1 0 20 Nov 2025
BeyondFacial: Identity-Preserving Personalized Generation Beyond Facial Close-ups Songsong Zhang Chuanqi Tang Hongguang Zhang Guijian Tang Minglong Li Xueqiong Li Shaowu Yang Yuanxi Peng Wenjing Yang Jing Zhao 137 0 0 15 Nov 2025
EchoDistill: Bidirectional Concept Distillation for One-Step Diffusion Personalization Yixiong Yang Tao Wu Senmao Li Shiqi Yang Yaxing Wang Joost van de Weijer Kai Wang DiffM 117 0 0 23 Oct 2025
MVCustom: Multi-View Customized Diffusion via Geometric Latent Rendering and Completion Minjung Shin Hyunin Cho Sooyeon Go Jin-Hwa Kim Youngjung Uh 96 0 0 15 Oct 2025
UP2You: Fast Reconstruction of Yourself from Unconstrained Photo Collections Zeyu Cai Z. Li Xiaoben Li Boqian Li Zeyu Wang Zhenyu Zhang Yuliang Xiu 3DH 155 0 0 29 Sep 2025
DreamAudio: Customized Text-to-Audio Generation with Diffusion Models Yi Yuan Xubo Liu Haohe Liu Xiyuan Kang Zhuo Chen Yuping Wang Mark D. Plumbley Wenwu Wang DiffM 108 0 0 07 Sep 2025
SPG: Style-Prompting Guidance for Style-Specific Content Creation Qian Liang Zichong Chen Yang Zhou Hui Huang DiffM 78 0 0 15 Aug 2025
Per-Query Visual Concept Learning Ori Malca Dvir Samuel Gal Chechik DiffM VLM 82 0 0 12 Aug 2025
Consistent Story Generation: Unlocking the Potential of Zigzag Sampling Mingxiao Li Mang Ning Marie-Francine Moens DiffM 364 0 0 11 Jun 2025
Image Generation from Contextually-Contradictory Prompts Saar Huberman Or Patashnik Omer Dahary Ron Mokady Daniel Cohen-Or DiffM 204 2 0 02 Jun 2025
Parallel Rescaling: Rebalancing Consistency Guidance for Personalized Diffusion Models Jungwoo Chae J. Kim Sangheum Hwang DiffM 109 0 0 31 May 2025
AlignGen: Boosting Personalized Image Generation with Cross-Modality Prior Alignment Yiheng Lin Shifang Zhao Ting Liu Xiaochao Qu Luoqi Liu Yao Zhao Yunchao Wei DiffM 139 1 0 28 May 2025
FreeGraftor: Training-Free Cross-Image Feature Grafting for Subject-Driven Text-to-Image Generation Zebin Yao Lujie Niu Huixing Jiang Chen Wei Fangkun Zhao Ruifan Li Fangxiang Feng DiffM 374 1 0 22 Apr 2025
CamMimic: Zero-Shot Image To Camera Motion Personalized Video Generation Using Diffusion Models P. Guhan D. Kothandaraman Tsung-Wei Huang Guan-Ming Su Dinesh Manocha DiffM VGen 189 0 0 13 Apr 2025
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 244 9 0 12 Apr 2025
Single Image Iterative Subject-driven Generation and Editing Yair Shpitzer Gal Chechik Idan Schwartz 243 0 0 20 Mar 2025
Efficient Personalization of Quantized Diffusion Model without BackpropagationComputer Vision and Pattern Recognition (CVPR), 2025 H. Seo Wongi Jeong Kyungryeol Lee Se Young Chun DiffM MQ 341 1 0 19 Mar 2025
Visual Persona: Foundation Model for Full-Body Human CustomizationComputer Vision and Pattern Recognition (CVPR), 2025 Jisu Nam Soowon Son Zhan Xu Jing Shi Difan Liu Feng Liu Aashish Misraa Seungryong Kim Yang Zhou DiffM 258 4 0 19 Mar 2025
A Comprehensive Survey on Visual Concept Mining in Text-to-image Diffusion Models Ziqiang Li Jun Li Lizhi Xiong Zhangjie Fu Zechao Li VLM 208 2 0 17 Mar 2025
Proxy-Tuning: Tailoring Multimodal Autoregressive Models for Subject-Driven Image Generation Yi Wu Lingting Zhu Lei Liu Wandi Qiao Ziqiang Li Lequan Yu Bin Li Bin Li DiffM 210 6 0 13 Mar 2025
Piece it Together: Part-Based Concepting with IP-Priors Elad Richardson Kfir Goldberg Yuval Alaluf Daniel Cohen-Or DiffM 194 3 0 13 Mar 2025
LatexBlend: Scaling Multi-concept Customized Generation with Latent Textual BlendingComputer Vision and Pattern Recognition (CVPR), 2025 Jian Jin Zhenbo Yu Yang Shen Zhenyong Fu Zhiqiang Wang DiffM 237 4 0 10 Mar 2025
Towards More Accurate Personalized Image Generation: Addressing Overfitting and Evaluation Bias Mingxiao Li Tingyu Qu Tinne Tuytelaars Marie-Francine Moens EGVM 181 1 0 09 Mar 2025
Personalized Generation In Large Model Era: A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yiyan Xu Jinghao Zhang Alireza Salemi Xinting Hu Wenjie Wang Fuli Feng Hamed Zamani Xiangnan He Tat-Seng Chua 3DV 487 25 0 04 Mar 2025
Personalize Your LLM: Fake it then Align itNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Yijing Zhang Dyah Adila Changho Shin Frederic Sala 437 6 0 02 Mar 2025
K-LoRA: Unlocking Training-Free Fusion of Any Subject and Style LoRAsComputer Vision and Pattern Recognition (CVPR), 2025 Ziheng Ouyang Zhen Li Qibin Hou MoMe OffRL 392 26 0 25 Feb 2025
TokenVerse: Versatile Multi-concept Personalization in Token Modulation SpaceACM Transactions on Graphics (TOG), 2025 Daniel Garibi Shahar Yadin Roni Paiss Omer Tov Shiran Zada Ariel Ephrat T. Michaeli Inbar Mosseri Tali Dekel DiffM 270 25 0 21 Jan 2025
Object-level Visual Prompts for Compositional Image Generation Gaurav Parmar Or Patashnik Kuan-Chieh Wang Daniil Ostashev Srinivasa Narasimhan Jun-Yan Zhu Daniel Cohen-Or Kfir Aberman DiffM 152 12 0 03 Jan 2025
Nested Attention: Semantic-aware Attention Values for Concept Personalization Or Patashnik Rinon Gal Daniil Ostashev Sergey Tulyakov Kfir Aberman Daniel Cohen-Or DiffM 268 15 0 03 Jan 2025
Personalized Representation from Personalized Generation Shobhita Sundaram Julia Chae Yonglong Tian Sara Beery Phillip Isola 250 4 0 20 Dec 2024
DreamBlend: Advancing Personalized Fine-tuning of Text-to-Image Diffusion ModelsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Shwetha Ram T. Neiman Qianli Feng Andrew Stuart S. D. Tran Trishul Chilimbi 267 5 0 28 Nov 2024
Foundation Cures Personalization: Improving Personalized Models' Prompt Consistency via Hidden Foundation Knowledge Yiyang Cai Zhengkai Jiang Wenshu Fan Chunyang Jiang Wei Xue Wenhan Luo Wenhan Luo 379 1 0 22 Nov 2024
DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2024 Zhengyang Yu Zhaoyuan Yang Jing Zhang DiffM 218 3 0 15 Oct 2024
HybridBooth: Hybrid Prompt Inversion for Efficient Subject-Driven GenerationEuropean Conference on Computer Vision (ECCV), 2024 Shanyan Guan Yanhao Ge Ying Tai Jian Yang Wei Li Mingyu You DiffM 119 3 0 10 Oct 2024
Personalized Visual Instruction TuningInternational Conference on Learning Representations (ICLR), 2024 Renjie Pi Jianshu Zhang Tianyang Han Jipeng Zhang Boyao Wang Tong Zhang MLLM 159 13 0 09 Oct 2024
TextBoost: Towards One-Shot Personalization of Text-to-Image Models via Fine-tuning Text Encoder NaHyeon Park Kunhee Kim Hyunjung Shim DiffM 207 7 1 12 Sep 2024
CustomContrast: A Multilevel Contrastive Perspective For Subject-Driven Text-to-Image CustomizationAAAI Conference on Artificial Intelligence (AAAI), 2024 Nan Chen Mengqi Huang Zhuowei Chen Yang Zheng Lei Zhang Zhendong Mao DiffM 335 8 0 09 Sep 2024
Task-Oriented Diffusion Inversion for High-Fidelity Text-based Editing Yangyang Xu Wenqi Shao Yong Du Haiming Zhu Yang Zhou Ping Luo Shengfeng He DiffM 215 2 0 23 Aug 2024
RealCustom++: Representing Images as Real Textual Word for Real-Time CustomizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Zhendong Mao Mengqi Huang Fei Ding Mingcong Liu Qian He Xiaojun Chang DiffM 442 14 0 19 Aug 2024
MagicFace: Training-free Universal-Style Human Image Customized Synthesis Yibin Wang Weizhong Zhang Cheng Jin DiffM 364 9 0 14 Aug 2024
BRAT: Bonus oRthogonAl Token for Architecture Agnostic Textual Inversion James Baker 143 1 0 08 Aug 2024
PreciseControl: Enhancing Text-To-Image Diffusion Models with Fine-Grained Attribute Control Rishubh Parihar VS Sachidanand Sabariswaran Mani Tejan Karmali R. V. Babu DiffM 233 23 0 24 Jul 2024
Still-Moving: Customized Video Generation without Customized Video Data Hila Chefer Shiran Zada Roni Paiss Ariel Ephrat Omer Tov Michael Rubinstein Lior Wolf Tali Dekel T. Michaeli Inbar Mosseri DiffM VGen 206 39 0 11 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 224 10 0 09 Jul 2024
Replication in Visual Diffusion Models: A Survey and Outlook Wenhao Wang Yifan Sun Zongxin Yang Zhengdong Hu Zhentao Tan Yi Yang 454 15 0 07 Jul 2024
PartCraft: Crafting Creative Objects by Parts Kam Woh Ng Xiatian Zhu Yi-Zhe Song Tao Xiang 193 16 0 05 Jul 2024
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image GenerationNeural Information Processing Systems (NeurIPS), 2024 Lianyu Pang Jian Yin Baoquan Zhao Feize Wu Fu Lee Wang Qing Li Xudong Mao DiffM 259 7 0 07 Jun 2024
M&M VTO: Multi-Garment Virtual Try-On and EditingComputer Vision and Pattern Recognition (CVPR), 2024 Luyang Zhu Yingwei Li Nan Liu Hao Peng Dawei Yang Ira Kemelmacher-Shlizerman DiffM 138 21 0 06 Jun 2024
EASI-Tex: Edge-Aware Mesh Texturing from Single Image Sai Raj Kishore Perla Yizhi Wang Ali Mahdavi-Amiri Hao Zhang DiffM 181 20 0 27 May 2024