v1v2 (latest)

TAPE: Task-Agnostic Prior Embedding for Image Restoration

11 March 2022

Papers citing "TAPE: Task-Agnostic Prior Embedding for Image Restoration"

41 / 41 papers shown

Title
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity Jingbo Lin Zhilu Zhang Wenbo Li Renjing Pei Hang Xu Hongzhi Zhang Wangmeng Zuo 112 1 0 28 Dec 2024
Complexity Experts are Task-Discriminative Learners for Any Image Restoration Eduard Zamfir Zongwei Wu Nancy Mehta Yuedong Tan Danda Pani Paudel Yulun Zhang Radu Timofte MoE 515 5 0 27 Nov 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration Xu Zhang Jiaqi Ma Guoli Wang Qian Zhang Huan Zhang Lefei Zhang VLM 150 9 0 28 Aug 2024
Activating More Pixels in Image Super-Resolution Transformer Xiangyu Chen Xintao Wang Jiantao Zhou Yu Qiao Chao Dong ViT 149 636 0 09 May 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 180 2,249 0 18 Nov 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 195 2,956 0 23 Aug 2021
Uformer: A General U-Shaped Transformer for Image Restoration Zhendong Wang Xiaodong Cun Jianmin Bao Wengang Zhou Jianzhuang Liu Houqiang Li ViT 117 1,413 0 06 Jun 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 183 1,495 0 04 Feb 2021
Joint Denoising and Demosaicking with Green Channel Prior for Real-world Burst Images Shi Guo Zhetong Liang Lei Zhang 51 36 0 25 Jan 2021
Towards Real-World Blind Face Restoration with Generative Facial Prior Xintao Wang Yu Li Honglun Zhang Ying Shan CVBM 94 454 0 11 Jan 2021
GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution Kelvin C. K. Chan Xintao Wang Xiangyu Xu Liang Feng Chen Change Loy 105 256 0 01 Dec 2020
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 145 1,678 0 01 Dec 2020
End-to-end Lane Shape Prediction with Transformers Ruijin Liu Zejian Yuan Tie Liu Zhiliang Xiong ViT 120 270 0 09 Nov 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 251 5,102 0 08 Oct 2020
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation Elad Richardson Yuval Alaluf Or Patashnik Yotam Nitzan Yaniv Azar Stav Shapiro Daniel Cohen-Or 148 1,109 0 03 Aug 2020
Contrastive Learning for Unpaired Image-to-Image Translation Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 89 1,235 0 30 Jul 2020
Video Super-resolution with Temporal Group Attention Takashi Isobe Songjiang Li Xu Jia Shanxin Yuan Greg Slabaugh Chunjing Xu Yali Li Shengjin Wang Qi Tian SupR 66 171 0 21 Jul 2020
Wavelet-Based Dual-Branch Network for Image Demoireing Lin Liu Jianzhuang Liu Shanxin Yuan Greg Slabaugh A. Leonardis Wen-gang Zhou Qi Tian 73 110 0 14 Jul 2020
Learning Texture Transformer Network for Image Super-Resolution Fuzhi Yang Huan Yang Jianlong Fu Hongtao Lu B. Guo SupR ViT 77 726 0 07 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 440 13,130 0 26 May 2020
Semantic Photo Manipulation with a Generative Image Prior David Bau Hendrik Strobelt William S. Peebles Jonas Wulff Bolei Zhou Jun-Yan Zhu Antonio Torralba GAN 92 353 0 15 May 2020
Image Demoireing with Learnable Bandpass Filters Bolun Zheng Shanxin Yuan Greg Slabaugh A. Leonardis SupR 56 87 0 01 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 104 365 0 30 Mar 2020
Spatial-Adaptive Network for Single Image Denoising Meng Chang Qi Li H. Feng Zhi-hai Xu 52 153 0 28 Jan 2020
Image Processing Using Multi-Code GAN Prior Jinjin Gu Yujun Shen Bolei Zhou GAN 85 318 0 15 Dec 2019
Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN Xiaodong Cun Chi-Man Pun Cheng Shi 79 220 0 20 Nov 2019
ResUNet++: An Advanced Architecture for Medical Image Segmentation Debesh Jha P. Smedsrud Michael A. Riegler Dag Johansen Thomas de Lange Pål Halvorsen H. Johansen SSeg 86 919 0 16 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 216 12,136 0 13 Nov 2019
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Orest Kupyn T. Martyniuk Junru Wu Zhangyang Wang 3DV 105 890 0 10 Aug 2019
Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset Tianyu Wang Xin Yang Ke Xu Shaozhe Chen Qiang Zhang Rynson W. H. Lau 75 532 0 02 Apr 2019
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining Xia Li Jianlong Wu Zhouchen Lin Hong Liu H. Zha 83 736 0 16 Jul 2018
Toward Convolutional Blind Denoising of Real Photographs Shi Guo Zifei Yan Peng Sun W. Zuo Lei Zhang 103 915 0 12 Jul 2018
Moiré Photo Restoration Using Multiresolution Convolutional Neural Networks Yujing Sun Yizhou Yu Wenping Wang 95 120 0 08 May 2018
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning K. Yu Chao Dong Liang Lin Chen Change Loy CLL OffRL 80 177 0 10 Apr 2018
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal Jifeng Wang Xiang Li Le Hui Jian Yang GAN 72 406 0 07 Dec 2017
Attentive Generative Adversarial Network for Raindrop Removal from a Single Image Rui Qian R. Tan Wenhan Yang Jiajun Su Jiaying Liu GAN 105 637 0 28 Nov 2017
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising Peng Sun W. Zuo Lei Zhang 128 2,127 0 11 Oct 2017
DesnowNet: Context-Aware Deep Network for Snow Removal Yun-Fu Liu Da-Wei Jaw Shih-Chia Huang Lei Li 65 334 0 15 Aug 2017
Learning Deep CNN Denoiser Prior for Image Restoration Peng Sun W. Zuo Shuhang Gu Lei Zhang SupR 152 1,847 0 11 Apr 2017
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 195 1,007 0 25 Sep 2016
Image Super-Resolution Using Deep Convolutional Networks Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 166 8,091 0 31 Dec 2014