Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing

27 September 2023

Papers citing "Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing"

40 / 40 papers shown

Title
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 33 0 0 24 Apr 2025
Anchor Token Matching: Implicit Structure Locking for Training-free AR Image Editing Taihang Hu Linxuan Li Kai Wang Yaxing Wang Jian Yang Ming-Ming Cheng DiffM VGen 23 0 0 14 Apr 2025
LOCATEdit: Graph Laplacian Optimized Cross Attention for Localized Text-Guided Image Editing Achint Soni Meet Soni Sirisha Rambhatla DiffM 54 0 0 27 Mar 2025
EditCLIP: Representation Learning for Image Editing Qian Wang Aleksandar Cvejic Abdelrahman Eldesokey Peter Wonka 61 0 0 26 Mar 2025
Detect-and-Guide: Self-regulation of Diffusion Models for Safe Text-to-Image Generation via Guideline Token Optimization Feifei Li Mi Zhang Yiming Sun Min Yang DiffM 51 1 0 19 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 J. Weijer Kai Wang DiffM 57 0 0 12 Mar 2025
VideoGrain: Modulating Space-Time Attention for Multi-grained Video Editing Xiangpeng Yang Linchao Zhu Hehe Fan Yi Yang DiffM VGen 41 5 0 24 Feb 2025
LLM-guided Instance-level Image Manipulation with Diffusion U-Net Cross-Attention Maps Andrey Palaev Adil Mehmood Khan S. M. Ahsan Kazmi DiffM 48 0 0 23 Jan 2025
Attentive Eraser: Unleashing Diffusion Model's Object Removal Potential via Self-Attention Redirection Guidance Wenhao Sun Benlei Cui Xue-mei Dong Jingqun Tang Yi Liu DiffM 113 12 0 17 Dec 2024
Text Embedding is Not All You Need: Attention Control for Text-to-Image Semantic Alignment with Text Self-Attention Maps Jeeyung Kim Erfan Esmaeili Qiang Qiu DiffM 83 1 0 21 Nov 2024
Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis Taihang Hu Linxuan Li Joost van de Weijer Hongcheng Gao Fahad Shahbaz Khan Jian Yang Ming-Ming Cheng Kai Wang Yaxing Wang DiffM 46 4 0 11 Nov 2024
Multi-Class Textual-Inversion Secretly Yields a Semantic-Agnostic Classifier Kai Wang Fei Yang Bogdan Raducanu Joost van de Weijer 34 1 0 29 Oct 2024
MagicEraser: Erasing Any Objects via Semantics-Aware Control Fan Li Zixiao Zhang Yi Huang Jianzhuang Liu Renjing Pei Bin Shao Songcen Xu DiffM 38 6 0 14 Oct 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun Chen Siwei Lyu Can Wang VLM 38 4 0 28 Sep 2024
TextureDiffusion: Target Prompt Disentangled Editing for Various Texture Transfer Zihan Su Junhao Zhuang Chun Yuan DiffM 45 0 0 15 Sep 2024
DiffQRCoder: Diffusion-based Aesthetic QR Code Generation with Scanning Robustness Guided Iterative Refinement Jia-Wei Liao Winston Wang Tzu-Sian Wang Li-Xuan Peng Ju-Hsuan Weng Cheng-Fu Chou Jun-Cheng Chen DiffM 40 1 0 10 Sep 2024
Unlearning or Concealment? A Critical Analysis and Evaluation Metrics for Unlearning in Diffusion Models Aakash Sen Sharma Niladri Sarkar Vikram S Chundawat Ankur Mali Murari Mandal DiffM MU 25 4 0 09 Sep 2024
TVG: A Training-free Transition Video Generation Method with Diffusion Models Rui Zhang Yaosen Chen Yuegen Liu Wei Wang Xuming Wen Hongxia Wang DiffM 24 2 0 24 Aug 2024
GRIF-DM: Generation of Rich Impression Fonts using Diffusion Models Lei Kang Fei Yang Kai Wang Mohamed Ali Souibgui Lluís Gómez Alicia Fornés Ernest Valveny Dimosthenis Karatzas DiffM 26 0 0 14 Aug 2024
ChildDiffusion: Unlocking the Potential of Generative AI and Controllable Augmentations for Child Facial Data using Stable Diffusion and Large Language Models Muhammad Ali Farooq Wang Yao Peter Corcoran 28 1 0 17 Jun 2024
Finding NeMo: Localizing Neurons Responsible For Memorization in Diffusion Models Dominik Hintersdorf Lukas Struppek Kristian Kersting Adam Dziedzic Franziska Boenisch 21 11 0 04 Jun 2024
PatchScaler: An Efficient Patch-Independent Diffusion Model for Super-Resolution Yong Liu Hang Dong Jinshan Pan Qingji Dong Kai-xiang Chen Rongxiang Zhang Lean Fu Fei Wang DiffM 39 1 0 27 May 2024
LocInv: Localization-aware Inversion for Text-Guided Image Editing Chuanming Tang Kai Wang Fei Yang J. Weijer DiffM 31 3 0 02 May 2024
Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance Dazhong Shen Guanglu Song Zeyue Xue Fu-Yun Wang Yu Liu DiffM 30 10 0 08 Apr 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 68 11 0 25 Mar 2024
EVA: Zero-shot Accurate Attributes and Multi-Object Video Editing Xiangpeng Yang Linchao Zhu Hehe Fan Yi Yang DiffM VGen 14 9 0 24 Mar 2024
Diffusion-based Aesthetic QR Code Generation via Scanning-Robust Perceptual Guidance Jia-Wei Liao Winston Wang Tzu-Sian Wang Li-Xuan Peng Cheng-Fu Chou Jun-Cheng Chen 25 0 0 23 Mar 2024
Block-wise LoRA: Revisiting Fine-grained LoRA for Effective Personalization and Stylization in Text-to-Image Generation Likun Li Haoqi Zeng Changpeng Yang Haozhe Jia Di Xu DiffM 24 4 0 12 Mar 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 66 84 0 27 Feb 2024
Get What You Want, Not What You Don't: Image Content Suppression for Text-to-Image Diffusion Models Senmao Li J. Weijer Taihang Hu Fahad Shahbaz Khan Qibin Hou Yaxing Wang Jian Yang DiffM 43 27 0 08 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 40 23 0 27 Jan 2024
RealCraft: Attention Control as A Tool for Zero-Shot Consistent Video Editing Shutong Jin Ruiyu Wang Florian T. Pokorny DiffM VGen 76 1 0 19 Dec 2023
Focus on Your Instruction: Fine-grained and Multi-instruction Image Editing by Attention Modulation Qin Guo Tianwei Lin DiffM 18 28 0 15 Dec 2023
LIME: Localized Image Editing via Attention Regularization in Diffusion Models Enis Simsar A. Tonioni Yongqin Xian Thomas Hofmann Federico Tombari DiffM 37 8 0 14 Dec 2023
LEGO: Learning EGOcentric Action Frame Generation via Visual Instruction Tuning Bolin Lai Xiaoliang Dai Lawrence Chen Guan Pang James M. Rehg Miao Liu 33 14 0 06 Dec 2023
IterInv: Iterative Inversion for Pixel-Level T2I Models Chuanming Tang Kai Wang J. Weijer 30 4 0 30 Oct 2023
Cones: Concept Neurons in Diffusion Models for Customized Generation Zhiheng Liu Ruili Feng Kai Zhu Yifei Zhang Kecheng Zheng Yu Liu Deli Zhao Jingren Zhou Yang Cao DiffM 100 119 0 09 Mar 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 197 517 0 02 Jan 2023
Diffusion-based Image Translation using Disentangled Style and Content Representation Gihyun Kwon Jong Chul Ye DiffM 147 149 0 30 Sep 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021