Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment

15 June 2023

Papers citing "Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment"

28 / 28 papers shown

Title
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability Liwen Wang Senmao Li Fei Yang Jianye Wang Ziheng Zhang Yong Liu Yijiao Wang Jian Yang DiffM 61 0 0 06 May 2025
VSC: Visual Search Compositional Text-to-Image Diffusion Model Do Huu Dat Nam Hyeonu Po Yuan Mao Tae-Hyun Oh DiffM CoGe 71 0 0 02 May 2025
Isolated Diffusion: Optimizing Multi-Concept Text-to-Image Generation Training-Freely with Isolated Diffusion Guidance Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 82 4 0 20 Jan 2025
Padding Tone: A Mechanistic Analysis of Padding Tokens in T2I Models Michael Toker Ido Galil Hadas Orgad Rinon Gal Yoad Tewel Gal Chechik Yonatan Belinkov DiffM 59 2 0 12 Jan 2025
Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance Dongmin Park Sebin Kim Taehong Moon Minkyu Kim Kangwook Lee Jaewoong Cho DiffM CoGe 72 2 0 08 Jan 2025
CorrFill: Enhancing Faithfulness in Reference-based Inpainting with Correspondence Guidance in Diffusion Models Kuan-Hung Liu Cheng-Kun Yang Min-Hung Chen Yu-Lun Liu Y. Lin DiffM 40 1 0 04 Jan 2025
VersaGen: Unleashing Versatile Visual Control for Text-to-Image Synthesis Zhipeng Chen Lan Yang Yonggang Qi Honggang Zhang Kaiyue Pang Ke Li Yi-Zhe Song DiffM 100 0 0 31 Dec 2024
Self-Cross Diffusion Guidance for Text-to-Image Synthesis of Similar Subjects Weimin Qiu Jieke Wang Meng Tang DiffM 87 0 0 28 Nov 2024
Diffusion Beats Autoregressive: An Evaluation of Compositional Generation in Text-to-Image Models Arash Marioriyad Parham Rezaei M. Baghshah M. Rohban CoGe 231 0 0 30 Oct 2024
Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models! Arash Marioriyad Mohammadali Banayeeanzade Reza Abbasi M. Rohban M. Baghshah DiffM 78 3 0 28 Oct 2024
Classification-Denoising Networks Louis Thiry Florentin Guth 36 0 0 04 Oct 2024
Optimizing Resource Consumption in Diffusion Models through Hallucination Early Detection Federico Betti Lorenzo Baraldi Lorenzo Baraldi Rita Cucchiara N. Sebe DiffM 41 0 0 16 Sep 2024
Alignment of Diffusion Models: Fundamentals, Challenges, and Future Buhua Liu Shitong Shao Bao Li Lichen Bai Zhiqiang Xu Haoyi Xiong James Kwok Sumi Helal Zeke Xie 49 12 0 11 Sep 2024
FRAP: Faithful and Realistic Text-to-Image Generation with Adaptive Prompt Weighting Liyao Jiang Negar Hassanpour Mohammad Salameh Mohan Sai Singamsetti Fengyu Sun Wei Lu Di Niu DiffM 85 1 0 21 Aug 2024
Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models Hila Gonen Terra Blevins Alisa Liu Luke Zettlemoyer Noah A. Smith 31 5 0 12 Aug 2024
AlignIT: Enhancing Prompt Alignment in Customization of Text-to-Image Models Aishwarya Agarwal Srikrishna Karanam Balaji Vasan Srinivasan 36 1 0 27 Jun 2024
TC-Bench: Benchmarking Temporal Compositionality in Text-to-Video and Image-to-Video Generation Weixi Feng Jiachen Li Michael Stephen Saxon Tsu-Jui Fu Wenhu Chen William Yang Wang EGVM VGen 47 9 0 12 Jun 2024
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 75 0 0 31 May 2024
ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance Jiannan Huang Jun Hao Liew Hanshu Yan Yuyang Yin Yao Zhao Yunchao Wei Yunchao Wei DiffM 90 7 0 27 May 2024
Natural Language Processing RELIES on Linguistics Juri Opitz Shira Wein Nathan Schneider AI4CE 60 7 0 09 May 2024
Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions S. A. Baumann Felix Krause Michael Neumayr Nick Stracke Vincent Tao Hu Bjorn Ommer Björn Ommer DiffM LM&Ro 76 11 0 25 Mar 2024
AGFSync: Leveraging AI-Generated Feedback for Preference Optimization in Text-to-Image Generation Jingkun An Yinghao Zhu Zongjian Li Haoran Feng Bohua Chen Yemin Shi Chengwei Pan 43 2 0 20 Mar 2024
Prioritized Semantic Learning for Zero-shot Instance Navigation Xander Sun Louis Lau Hoyard Zhi Ronghe Qiu Junwei Liang 45 8 0 18 Mar 2024
Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models Ashkan Taghipour Morteza Ghahremani Bennamoun Aref Miri Rekavandi Hamid Laga F. Boussaïd DiffM 40 5 0 27 Feb 2024
Interpretable Diffusion via Information Decomposition Xianghao Kong Ollie Liu Han Li Dani Yogatama Greg Ver Steeg 29 21 0 12 Oct 2023
Representation Synthesis by Probabilistic Many-Valued Logic Operation in Self-Supervised Learning Hiroki Nakamura Masashi Okada T. Taniguchi SSL NAI 36 0 0 08 Sep 2023
Key-Locked Rank One Editing for Text-to-Image Personalization Yoad Tewel Rinon Gal Gal Chechik Yuval Atzmon DiffM 146 168 0 02 May 2023
DALL-E 2 Fails to Reliably Capture Common Syntactic Processes Evelina Leivada Elliot Murphy G. Marcus 138 37 0 23 Oct 2022