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I2AM: Interpreting Image-to-Image Latent Diffusion Models via Bi-Attribution Maps

17 July 2024

Papers citing "I2AM: Interpreting Image-to-Image Latent Diffusion Models via Bi-Attribution Maps"

50 / 57 papers shown

Title
Underwater Diffusion Attention Network with Contrastive Language-Image Joint Learning for Underwater Image Enhancement Afrah Shaahid Muzammil Behzad 128 0 0 26 May 2025
IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation Yizhi Song Zhifei Zhang Zhe Lin Scott D. Cohen Brian L. Price Jianming Zhang Soo Ye Kim Chentao Song Wei Xiong Daniel G. Aliaga DiffM 186 59 0 15 Mar 2024
It's All About Your Sketch: Democratising Sketch Control in Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2024 Subhadeep Koley A. Bhunia Deeptanshu Sekhri Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song DiffM 269 27 0 12 Mar 2024
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis Patrick Esser Sumith Kulal A. Blattmann Rahim Entezari Jonas Muller ... Zion English Kyle Lacey Alex Goodwin Yannik Marek Robin Rombach DiffM 1.2K 2,510 0 05 Mar 2024
Training-Free Consistent Text-to-Image GenerationACM Transactions on Graphics (TOG), 2024 Yoad Tewel Omri Kaduri Rinon Gal Yoni Kasten Lior Wolf Gal Chechik Yuval Atzmon DiffM 249 106 0 05 Feb 2024
StableVITON: Learning Semantic Correspondence with Latent Diffusion Model for Virtual Try-OnComputer Vision and Pattern Recognition (CVPR), 2023 Jeongho Kim Gyojung Gu Minho Park S. Park Jaegul Choo DiffM 189 164 0 04 Dec 2023
SeeSR: Towards Semantics-Aware Real-World Image Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2023 Rongyuan Wu Tao Yang Lingchen Sun Zhengqiang Zhang Shuai Li Lei Zhang DiffM SupR 262 236 0 27 Nov 2023
Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized StylizationEuropean Conference on Computer Vision (ECCV), 2023 Tao Yang Rongyuan Wu Peiran Ren Xuansong Xie Lei Zhang DiffM 310 222 0 28 Aug 2023
Dense Text-to-Image Generation with Attention ModulationIEEE International Conference on Computer Vision (ICCV), 2023 Yunji Kim Jiyoung Lee Jin-Hwa Kim Jung-Woo Ha Jun-Yan Zhu DiffM 216 179 0 24 Aug 2023
Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance FlowACM Multimedia (ACM MM), 2023 Junhong Gou Siyu Sun Jianfu Zhang Jianlou Si Chao Qian Liqing Zhang DiffM 301 136 0 11 Aug 2023
DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image EditingComputer Vision and Pattern Recognition (CVPR), 2023 Yujun Shi Chuhui Xue Jun Hao Liew Jiachun Pan Hanshu Yan Wenqing Zhang Vincent Y. F. Tan Song Bai 320 296 0 26 Jun 2023
Diffusion Self-Guidance for Controllable Image GenerationNeural Information Processing Systems (NeurIPS), 2023 Dave Epstein Allan Jabri Ben Poole Alexei A. Efros Aleksander Holynski 318 337 0 01 Jun 2023
Unsupervised Semantic Correspondence Using Stable DiffusionNeural Information Processing Systems (NeurIPS), 2023 Eric Hedlin Gopal Sharma Shweta Mahajan Hossam N. Isack Abhishek Kar Andrea Tagliasacchi K. M. Yi DiffM 272 122 0 24 May 2023
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic CorrespondenceNeural Information Processing Systems (NeurIPS), 2023 Junyi Zhang Charles Herrmann Junhwa Hur Luisa Polania Cabrera Varun Jampani Deqing Sun Ming-Hsuan Yang DiffM 278 272 0 24 May 2023
LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-OnACM Multimedia (ACM MM), 2023 Davide Morelli Alberto Baldrati Giuseppe Cartella Marcella Cornia Marco Bertini Rita Cucchiara DiffM 335 165 0 22 May 2023
Common Diffusion Noise Schedules and Sample Steps are FlawedIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Shanchuan Lin Bingchen Liu Jiashi Li Xiao Yang DiffM 291 276 0 15 May 2023
MasaCtrl: Tuning-Free Mutual Self-Attention Control for Consistent Image Synthesis and EditingIEEE International Conference on Computer Vision (ICCV), 2023 Ming Cao Xintao Wang Chen Ma Ying Shan Xiaohu Qie Yinqiang Zheng DiffM 192 640 0 17 Apr 2023
Inpaint Anything: Segment Anything Meets Image Inpainting Tao Yu Runsen Feng Ruoyu Feng Jinming Liu Xin Jin Wenjun Zeng Zhibo Chen DiffM 236 277 0 13 Apr 2023
Adding Conditional Control to Text-to-Image Diffusion ModelsIEEE International Conference on Computer Vision (ICCV), 2023 Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 804 5,549 1 10 Feb 2023
RTMDet: An Empirical Study of Designing Real-Time Object Detectors Chengqi Lyu Wenwei Zhang Haian Huang Yue Zhou Yudong Wang Yanyi Liu Shilong Zhang Kai-xiang Chen ObjD 283 612 0 14 Dec 2022
SmartBrush: Text and Shape Guided Object Inpainting with Diffusion ModelComputer Vision and Pattern Recognition (CVPR), 2022 Shaoan Xie Zhifei Zhang Zhe Lin Tobias Hinz Kun Zhang DiffM 205 307 0 09 Dec 2022
Paint by Example: Exemplar-based Image Editing with Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Binxin Yang Shuyang Gu Bo Zhang Ting Zhang Xuejin Chen Xiaoyan Sun Dong Chen Fang Wen DiffM 208 527 0 23 Nov 2022
Plug-and-Play Diffusion Features for Text-Driven Image-to-Image TranslationComputer Vision and Pattern Recognition (CVPR), 2022 Narek Tumanyan Michal Geyer Shai Bagon Tali Dekel 275 866 0 22 Nov 2022
DiffEdit: Diffusion-based semantic image editing with mask guidanceInternational Conference on Learning Representations (ICLR), 2022 Guillaume Couairon Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 309 636 0 20 Oct 2022
What the DAAM: Interpreting Stable Diffusion Using Cross AttentionAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Raphael Tang Linqing Liu Akshat Pandey Zhiying Jiang Gefei Yang K. Kumar Pontus Stenetorp Jimmy J. Lin Ferhan Ture 406 220 0 10 Oct 2022
Prompt-to-Prompt Image Editing with Cross Attention ControlInternational Conference on Learning Representations (ICLR), 2022 Amir Hertz Ron Mokady J. Tenenbaum Kfir Aberman Yael Pritch Daniel Cohen-Or DiffM 599 2,252 0 02 Aug 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 402 5,117 0 26 Jul 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language UnderstandingNeural Information Processing Systems (NeurIPS), 2022 Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 1.0K 7,306 0 23 May 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 767 8,126 0 13 Apr 2022
Perception Prioritized Training of Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Jooyoung Choi Jungbeom Lee Chaehun Shin Sungwon Kim Hyunwoo J. Kim Sung-Hoon Yoon DiffM 241 318 0 01 Apr 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Andreas Lugmayr Martin Danelljan Andrés Romero Feng Yu Radu Timofte Luc Van Gool DiffM 815 1,794 0 24 Jan 2022
High-Resolution Image Synthesis with Latent Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2021 Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer DiffM 1.2K 20,333 0 20 Dec 2021
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion ModelsInternational Conference on Machine Learning (ICML), 2021 Alex Nichol Prafulla Dhariwal Aditya A. Ramesh Pranav Shyam Pamela Mishkin Bob McGrew Ilya Sutskever Mark Chen 836 4,276 0 20 Dec 2021
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 887 3,157 0 02 Dec 2021
Blended Diffusion for Text-driven Editing of Natural Images Omri Avrahami Dani Lischinski Ohad Fried DiffM 446 1,106 0 29 Nov 2021
Palette: Image-to-Image Diffusion ModelsInternational Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2021 Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 922 1,944 0 10 Nov 2021
VITON-HD: High-Resolution Virtual Try-On via Misalignment-Aware NormalizationComputer Vision and Pattern Recognition (CVPR), 2021 Seunghwan Choi Sunghyun Park M. Lee Jaegul Choo DiffM 275 341 0 31 Mar 2021
Parser-Free Virtual Try-on via Distilling Appearance FlowsComputer Vision and Pattern Recognition (CVPR), 2021 Yuying Ge Yibing Song Ruimao Zhang Chongjian Ge Wei Liu Ping Luo DiffM 121 223 0 08 Mar 2021
Learning Transferable Visual Models From Natural Language SupervisionInternational Conference on Machine Learning (ICML), 2021 Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.9K 39,712 0 26 Feb 2021
Semantically Robust Unpaired Image Translation for Data with Unmatched Semantics StatisticsIEEE International Conference on Computer Vision (ICCV), 2020 Zhiwei Jia Bodi Yuan Kangkang Wang Hong Wu David Clifford Zhiqiang Yuan Hao Su VLM 289 25 0 09 Dec 2020
Denoising Diffusion Implicit ModelsInternational Conference on Learning Representations (ICLR), 2020 Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 1.1K 9,859 0 06 Oct 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 4.0K 24,679 0 19 Jun 2020
Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks Mehdi Neshat Zifan Wang Bradley Alexander Fan Yang Zijian Zhang Sirui Ding Markus Wagner Helen Zhou FAtt 294 1,276 0 03 Oct 2019
Full-Gradient Representation for Neural Network VisualizationNeural Information Processing Systems (NeurIPS), 2019 Suraj Srinivas François Fleuret MILM FAtt 383 322 0 02 May 2019
RISE: Randomized Input Sampling for Explanation of Black-box Models Vitali Petsiuk Abir Das Kate Saenko FAtt 439 1,337 0 19 Jun 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 747 23,777 0 08 Apr 2018
Grad-CAM++: Improved Visual Explanations for Deep Convolutional Networks Aditya Chattopadhyay Anirban Sarkar Prantik Howlader V. Balasubramanian FAtt 298 2,733 0 30 Oct 2017
SmoothGrad: removing noise by adding noise D. Smilkov Nikhil Thorat Been Kim F. Viégas Martin Wattenberg FAtt ODL 437 2,441 0 12 Jun 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 829 30,073 0 20 Mar 2017
Grad-CAM: Why did you say that? Ramprasaath R. Selvaraju Abhishek Das Ramakrishna Vedantam Michael Cogswell Devi Parikh Dhruv Batra FAtt 273 552 0 22 Nov 2016