Be Yourself: Bounded Attention for Multi-Subject Text-to-Image Generation

25 March 2024

Omer Dahary

Or Patashnik

Kfir Aberman

Daniel Cohen-Or

DiffM

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Papers citing "Be Yourself: Bounded Attention for Multi-Subject Text-to-Image Generation"

21 / 21 papers shown

Title
VSC: Visual Search Compositional Text-to-Image Diffusion Model Do Huu Dat Nam Hyeonu Po Yuan Mao Tae-Hyun Oh DiffM CoGe 55 0 0 02 May 2025
Learning What NOT to Count Adriano DÁlessandro Ali Mahdavi-Amiri Ghassan Hamarneh 27 0 0 16 Apr 2025
Compass Control: Multi Object Orientation Control for Text-to-Image Generation Rishubh Parihar Vaibhav Agrawal Sachidanand VS R. V. Babu DiffM 28 0 0 09 Apr 2025
Storybooth: Training-free Multi-Subject Consistency for Improved Visual Storytelling Jaskirat Singh Junshen Kevin Chen Jonas Kohler Michael Cohen DiffM VGen 33 0 0 08 Apr 2025
Tuning-Free Image Editing with Fidelity and Editability via Unified Latent Diffusion Model Qi Mao L. Chen Yuchao Gu Mike Zheng Shou Ming-Hsuan Yang DiffM 39 0 0 08 Apr 2025
Follow the Flow: On Information Flow Across Textual Tokens in Text-to-Image Models Guy Kaplan Michael Toker Yuval Reif Yonatan Belinkov Roy Schwartz DiffM 48 0 0 01 Apr 2025
On Geometrical Properties of Text Token Embeddings for Strong Semantic Binding in Text-to-Image Generation H. Seo Junseo Bang Haechang Lee Joohoon Lee Byung Hyun Lee Se Young Chun 46 0 0 29 Mar 2025
Piece it Together: Part-Based Concepting with IP-Priors Elad Richardson Kfir Goldberg Yuval Alaluf Daniel Cohen-Or DiffM 61 0 0 13 Mar 2025
Scaling Down Semantic Leakage: Investigating Associative Bias in Smaller Language Models Veronika Smilga 33 0 0 11 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 25 5 0 03 Jan 2025
Enhancing MMDiT-Based Text-to-Image Models for Similar Subject Generation Tianyi Wei Dongdong Chen Yifan Zhou Xingang Pan EGVM 77 2 0 27 Nov 2024
LocRef-Diffusion:Tuning-Free Layout and Appearance-Guided Generation Fan Deng Yaguang Wu Xinyang Yu Xiangjun Huang Jian Yang Guangyu Yan Qiang Xu DiffM 78 0 0 22 Nov 2024
IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation Xinchen Zhang Ling Yang G. Li Yaqi Cai Jiake Xie Yong Tang Yujiu Yang Mengdi Wang Bin Cui EGVM CoGe 28 5 0 09 Oct 2024
UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization Junjie He Yifeng Geng Liefeng Bo DiffM 44 20 0 12 Aug 2024
Character-Adapter: Prompt-Guided Region Control for High-Fidelity Character Customization Yuhang Ma Wenting Xu Jiji Tang Qinfeng Jin Rongsheng Zhang Zeng Zhao Changjie Fan Zhipeng Hu 26 6 0 24 Jun 2024
Make It Count: Text-to-Image Generation with an Accurate Number of Objects Lital Binyamin Yoad Tewel Hilit Segev Eran Hirsch Royi Rassin Gal Chechik 24 6 0 14 Jun 2024
Monkey See, Monkey Do: Harnessing Self-attention in Motion Diffusion for Zero-shot Motion Transfer Sigal Raab Inbar Gat Nathan Sala Guy Tevet Rotem Shalev-Arkushin Ohad Fried Amit H. Bermano Daniel Cohen-Or 27 11 0 10 Jun 2024
pOps: Photo-Inspired Diffusion Operators Elad Richardson Yuval Alaluf Ali Mahdavi-Amiri Daniel Cohen-Or VLM 24 3 0 03 Jun 2024
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching Dongzhi Jiang Guanglu Song Xiaoshi Wu Renrui Zhang Dazhong Shen Zhuofan Zong Yu Liu Hongsheng Li VLM 30 20 0 04 Apr 2024
Multi-Concept T2I-Zero: Tweaking Only The Text Embeddings and Nothing Else Hazarapet Tunanyan Dejia Xu Shant Navasardyan Zhangyang Wang Humphrey Shi DiffM 69 7 0 11 Oct 2023
Training-Free Layout Control with Cross-Attention Guidance Minghao Chen Iro Laina Andrea Vedaldi DiffM 124 217 0 06 Apr 2023