Leveraging the Powerful Attention of a Pre-trained Diffusion Model for Exemplar-based Image Colorization

21 May 2025

Papers citing "Leveraging the Powerful Attention of a Pre-trained Diffusion Model for Exemplar-based Image Colorization"

34 / 34 papers shown

Title
Prompt-Guided Image-Adaptive Neural Implicit Lookup Tables for Interpretable Image Enhancement Satoshi Kosugi 48 1 0 20 Aug 2024
Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing Bingyan Liu Chengyu Wang Tingfeng Cao Kui Jia Jun Huang DiffM 75 61 0 06 Mar 2024
Control Color: Multimodal Diffusion-based Interactive Image Colorization Zhexin Liang Zhaochen Li Shangchen Zhou Chongyi Li Chen Change Loy DiffM 87 26 0 16 Feb 2024
Style Injection in Diffusion: A Training-free Approach for Adapting Large-scale Diffusion Models for Style Transfer Jiwoo Chung Sangeek Hyun Jae-Pil Heo DiffM 75 98 0 11 Dec 2023
Adversarial Diffusion Distillation Axel Sauer Dominik Lorenz A. Blattmann Robin Rombach 203 386 0 28 Nov 2023
ARNIQA: Learning Distortion Manifold for Image Quality Assessment Lorenzo Agnolucci L. Galteri Marco Bertini A. Bimbo 83 40 0 20 Oct 2023
TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment Chaofeng Chen Jiadi Mo Jingwen Hou Haoning Wu Liang Liao Wenxiu Sun Qiong Yan Weisi Lin 84 128 0 06 Aug 2023
Personalized Image Enhancement Featuring Masked Style Modeling Satoshi Kosugi T. Yamasaki DiffM 58 4 0 15 Jun 2023
Crowd-Powered Photo Enhancement Featuring an Active Learning Based Local Filter Satoshi Kosugi T. Yamasaki 107 3 0 15 Jun 2023
MasaCtrl: Tuning-Free Mutual Self-Attention Control for Consistent Image Synthesis and Editing Ming Cao Xintao Wang Zhongang Qi Ying Shan Xiaohu Qie Yinqiang Zheng DiffM 85 465 0 17 Apr 2023
Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective Weixia Zhang Guangtao Zhai Ying Wei Xiaokang Yang Kede Ma VLM 100 185 0 27 Mar 2023
Deep Dynamic Scene Deblurring from Optical Flow Jiawei Zhang Jin-shan Pan Daoye Wang Shangchen Zhou Xing Wei Zhao Furong Jianbo Liu Jimmy S. J. Ren 49 19 0 18 Jan 2023
DDColor: Towards Photo-Realistic Image Colorization via Dual Decoders Xiaoyang Kang Tao Yang Wenqi Ouyang Peiran Ren Lingzhi Li Xuansong Xie DiffM MQ 92 40 0 22 Dec 2022
Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation Narek Tumanyan Michal Geyer Shai Bagon Tali Dekel 128 683 0 22 Nov 2022
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 197 3,482 0 16 Oct 2022
Prompt-to-Prompt Image Editing with Cross Attention Control Amir Hertz Ron Mokady J. Tenenbaum Kfir Aberman Yael Pritch Daniel Cohen-Or DiffM 200 1,773 0 02 Aug 2022
Classifier-Free Diffusion Guidance Jonathan Ho Tim Salimans FaML 193 3,898 0 26 Jul 2022
MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment Sidi Yang Tianhe Wu Shu Shi Shanshan Lao S. Gong Ming Cao Jiahao Wang Yujiu Yang 78 327 0 19 Apr 2022
SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-Resolution Jiangning Zhang Chao Xu Jian Li Yue Han Yabiao Wang Ying Tai Yong Liu DiffM 63 17 0 12 Jan 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 463 15,665 0 20 Dec 2021
Semantic-Sparse Colorization Network for Deep Exemplar-based Colorization Yunpeng Bai Chao Dong Zenghao Chai Andong Wang Zhengzhuo Xu Chun Yuan 99 18 0 02 Dec 2021
MC-Blur: A Comprehensive Benchmark for Image Deblurring Kaihao Zhang Tao Wang Wenhan Luo Boheng Chen Wenqi Ren B. Stenger Wei Liu Hongdong Li Ming-Hsuan Yang 85 33 0 01 Dec 2021
No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency S. Golestaneh Saba Dadsetan Kris Kitani ViT 51 248 0 16 Aug 2021
MUSIQ: Multi-scale Image Quality Transformer Junjie Ke Qifei Wang Yilin Wang P. Milanfar Feng Yang 223 679 0 12 Aug 2021
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 286 7,454 0 06 Oct 2020
From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality Zhenqiang Ying Haoran Niu Praful Gupta D. Mahajan Deepti Ghadiyaram A. Bovik 86 307 0 20 Dec 2019
Unpaired Image Enhancement Featuring Reinforcement-Learning-Controlled Image Editing Software Satoshi Kosugi T. Yamasaki GAN 59 77 0 17 Dec 2019
SinGAN: Learning a Generative Model from a Single Natural Image Tamar Rott Shaham Tali Dekel T. Michaeli GAN VLM 100 843 0 02 May 2019
Deep Exemplar-based Colorization Mingming He Dongdong Chen Jing Liao Pedro Sander Lu Yuan 83 308 0 17 Jul 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 126 21,470 0 08 Apr 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 377 11,877 0 11 Jan 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 328 19,675 0 21 Nov 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,341 0 18 May 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,479 0 04 Sep 2014