A Dive into SAM Prior in Image Restoration

23 May 2023

Papers citing "A Dive into SAM Prior in Image Restoration"

47 / 47 papers shown

Title
Rapid Bone Scintigraphy Enhancement via Semantic Prior Distillation from Segment Anything Model Pengchen Liang Leijun Shi Huiping Yao Bin Pu Jianguo Chen ... Zheyu Chen Zhaozhao Xu Lite Xu Qing Chang Yiwei Li 110 0 0 04 Mar 2025
SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution Chengcheng Wang Zhiwei Hao Yehui Tang Jianyuan Guo Yujie Yang Kai Han Yunhe Wang 86 7 0 27 Feb 2024
Visual Prompt Tuning Menglin Jia Luming Tang Bor-Chun Chen Claire Cardie Serge Belongie Bharath Hariharan Ser-Nam Lim VLM VPVLM 153 1,627 0 23 Mar 2022
Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-based Super-Resolution Bin Xia Yapeng Tian Yucheng Hang Wenming Yang Q. Liao Jie Zhou SupR 42 27 0 12 Jan 2022
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 173 2,232 0 18 Nov 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 465 7,757 0 11 Nov 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 495 2,399 0 02 Sep 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 189 2,930 0 23 Aug 2021
Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution Christos Sakaridis Guolei Sun Peng Sun Luc Van Gool Radu Timofte SupR 92 76 0 11 Aug 2021
Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling Christos Sakaridis Andreas Lugmayr Peng Sun Martin Danelljan Luc Van Gool Radu Timofte 86 105 0 11 Aug 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 213 3,977 0 28 Jul 2021
MFAGAN: A Compression Framework for Memory-Efficient On-Device Super-Resolution GAN Wenlong Cheng Mingbo Zhao Zhiling Ye Shuhang Gu 59 22 0 27 Jul 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 573 4,047 0 18 Apr 2021
Flow-based Kernel Prior with Application to Blind Super-Resolution Christos Sakaridis Peng Sun Shuhang Gu Luc Van Gool Radu Timofte SupR 60 129 0 29 Mar 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 244 4,261 0 01 Jan 2021
Pre-Trained Image Processing Transformer Hanting Chen Yunhe Wang Tianyu Guo Chang Xu Yiping Deng Zhenhua Liu Siwei Ma Chunjing Xu Chao Xu Wen Gao VLM ViT 138 1,676 0 01 Dec 2020
Plug-and-Play Image Restoration with Deep Denoiser Prior Peng Sun Yawei Li W. Zuo Lei Zhang Luc Van Gool Radu Timofte DiffM SupR 95 804 0 31 Aug 2020
MDCN: Multi-scale Dense Cross Network for Image Super-Resolution Juncheng Li Faming Fang Jiaqian Li Kangfu Mei Guixu Zhang SupR 53 84 0 30 Aug 2020
Single Image Super-Resolution via a Holistic Attention Network Ben Niu Weilei Wen Wenqi Ren Xiangde Zhang Lianping Yang Shuzhen Wang Kaihao Zhang Xiaochun Cao Haifeng Shen SupR 65 628 0 20 Aug 2020
Video Super-Resolution with Recurrent Structure-Detail Network Takashi Isobe Xu Jia Shuhang Gu Songjiang Li Shengjin Wang Qi Tian SupR 58 212 0 02 Aug 2020
Cross-Scale Internal Graph Neural Network for Image Super-Resolution Shangchen Zhou Jiawei Zhang W. Zuo Chen Change Loy SupR 57 215 0 30 Jun 2020
Learning A Single Network for Scale-Arbitrary Super-Resolution Longguang Wang Yingqian Wang Zaiping Lin Jungang Yang W. An Yulan Guo SupR 59 114 0 08 Apr 2020
Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training Yunxuan Wei Shuhang Gu Yawei Li Longcun Jin 65 123 0 02 Apr 2020
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation Xingang Pan Xiaohang Zhan Bo Dai Dahua Lin Chen Change Loy Ping Luo DiffM 87 361 0 30 Mar 2020
Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution Yong Guo Jian Chen Jingdong Wang Qi Chen Jingyun Liang Zeshuai Deng Yanwu Xu Mingkui Tan SupR 63 282 0 16 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 481 3,433 0 09 Mar 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 369 18,778 0 13 Feb 2020
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 659 24,464 0 26 Jul 2019
SinGAN: Learning a Generative Model from a Single Natural Image Tamar Rott Shaham Tali Dekel T. Michaeli GAN VLM 100 842 0 02 May 2019
Rethinking ImageNet Pre-training Kaiming He Ross B. Girshick Piotr Dollár VLM SSeg 128 1,085 0 21 Nov 2018
SpotTune: Transfer Learning through Adaptive Fine-tuning Yunhui Guo Humphrey Shi Abhishek Kumar Kristen Grauman Tajana Simunic Rogerio Feris 79 450 0 21 Nov 2018
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Chen Change Loy Yu Qiao Xiaoou Tang 157 3,728 0 01 Sep 2018
Latent Convolutional Models ShahRukh Athar Evgeny Burnaev Victor Lempitsky DRL BDL SSL 66 19 0 16 Jun 2018
Recovering Realistic Texture in Image Super-resolution by Deep Spatial Feature Transform Xintao Wang K. Yu Chao Dong Chen Change Loy SupR 75 980 0 09 Apr 2018
Residual Dense Network for Image Super-Resolution Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 138 3,320 0 24 Feb 2018
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising Peng Sun W. Zuo Lei Zhang 125 2,123 0 11 Oct 2017
MemNet: A Persistent Memory Network for Image Restoration Ying Tai Jian Yang Xiaoming Liu Chunyan Xu SupR 108 1,542 0 07 Aug 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 176 5,908 0 10 Jul 2017
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution Wei-Sheng Lai Jia-Bin Huang Narendra Ahuja Ming-Hsuan Yang SupR 117 2,444 0 12 Apr 2017
Learning Deep CNN Denoiser Prior for Image Restoration Peng Sun W. Zuo Shuhang Gu Lei Zhang SupR 151 1,844 0 11 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 352 27,195 0 20 Mar 2017
CAS-CNN: A Deep Convolutional Neural Network for Image Compression Artifact Suppression Lukas Cavigelli P. Hager Luca Benini 58 196 0 22 Nov 2016
Accurate Image Super-Resolution Using Very Deep Convolutional Networks Jiwon Kim Jung Kwon Lee Kyoung Mu Lee SupR 104 6,188 0 14 Nov 2015
Sketch-based Manga Retrieval using Manga109 Dataset Yusuke Matsui Kota Ito Yuji Aramaki T. Yamasaki Kiyoharu Aizawa 51 1,174 0 15 Oct 2015
Unsupervised Visual Representation Learning by Context Prediction Carl Doersch Abhinav Gupta Alexei A. Efros DRL SSL 166 2,786 0 19 May 2015
Fast R-CNN Ross B. Girshick ObjD 306 25,059 0 30 Apr 2015
Image Super-Resolution Using Deep Convolutional Networks Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 152 8,077 0 31 Dec 2014