Learning from History: Task-agnostic Model Contrastive Learning for
Image Restoration

Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration

12 September 2023

Xianming Liu

Papers citing "Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration"

11 / 11 papers shown

Title
Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu Liqiang Nie VLM CLL 41 0 0 14 Apr 2025
A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends Junjun Jiang Zengyuan Zuo Gang Wu Kui Jiang Xianming Liu 43 10 0 19 Oct 2024
Exploiting Self-Supervised Constraints in Image Super-Resolution Gang Wu Junjun Jiang Kui Jiang Xianming Liu 16 0 0 30 Mar 2024
$Fully $1\times1$ Convolutional Network for Lightweight Image Super-Resolution$ Fully $1\times1$ Convolutional Network for Lightweight Image Super-Resolution Gang Wu Junjun Jiang Kui Jiang Xianming Liu SupR 11 11 0 30 Jul 2023
Incorporating Transformer Designs into Convolutions for Lightweight Image Super-Resolution Gang Wu Junjun Jiang Yuanchao Bai Xianming Liu SupR ViT 17 6 0 25 Mar 2023
Curricular Contrastive Regularization for Physics-aware Single Image Dehazing Yupei Zheng Jiahui Zhan Shengfeng He Junyu Dong Yong Du 34 113 0 24 Mar 2023
Contrastive Learning for Compact Single Image Dehazing Haiyan Wu Yanyun Qu Shaohui Lin J. Zhou Ruizhi Qiao Zhizhong Zhang Yuan Xie Lizhuang Ma 119 541 0 19 Apr 2021
Deep Learning-based Face Super-Resolution: A Survey Junjun Jiang Chenyang Wang Xianming Liu Jiayi Ma SupR CVBM 27 127 0 11 Jan 2021
Lightweight Image Super-Resolution with Information Multi-distillation Network Zheng Hui Xinbo Gao Yunchu Yang Xiumei Wang SupR 63 862 0 26 Sep 2019
Non-Local Recurrent Network for Image Restoration Ding Liu B. Wen Yuchen Fan Chen Change Loy Thomas S. Huang SupR 129 624 0 07 Jun 2018
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 128 987 0 25 Sep 2016