Towards Compact Single Image Super-Resolution via Contrastive Self-distillation

25 May 2021

Yuan Xie

Angela Yao

SupR

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Papers citing "Towards Compact Single Image Super-Resolution via Contrastive Self-distillation"

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Title
Semi-Supervised Video Desnowing Network via Temporal Decoupling Experts and Distribution-Driven Contrastive Regularization Hongtao Wu Yijun Yang Angelica I Aviles-Rivero Jingjing Ren Sixiang Chen Haoyu Chen Lei Zhu 42 0 0 10 Oct 2024
RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining Hongtao Wu Yijun Yang Huihui Xu Weiming Wang Jinni Zhou Lei Zhu Mamba 39 16 0 31 Jul 2024
Suppressing Uncertainties in Degradation Estimation for Blind Super-Resolution Junxiong Lin Zeng Tao Xuan Tong Xinji Mai Haoran Wang ... Jiawen Yu Yuxuan Lin Shaoqi Yan Shuyong Gao Wenqiang Zhang 37 3 0 24 Jun 2024
Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution Simiao Li Yun-feng Zhang Wei Li Hanting Chen Wenjia Wang Bingyi Jing Shaohui Lin Jie Hu SupR 40 1 0 03 Apr 2024
IRConStyle: Image Restoration Framework Using Contrastive Learning and Style Transfer Dongqi Fan Xin Zhao Liang Chang 32 1 0 24 Feb 2024
Noise-free Optimization in Early Training Steps for Image Super-Resolution MinKyu Lee Jae-Pil Heo 13 4 0 29 Dec 2023
Unpaired MRI Super Resolution with Contrastive Learning Hao Li Quanwei Liu Jianan Liu Xiling Liu Yanni Dong Tao Huang Zhihan Lv MedIm SupR 18 0 0 24 Oct 2023
Data Upcycling Knowledge Distillation for Image Super-Resolution Yun-feng Zhang Wei Li Simiao Li Hanting Chen Zhaopeng Tu Wenjun Wang Bingyi Jing Hai-lin Wang Jie Hu 35 3 0 25 Sep 2023
A Hybrid CNN-Transformer Architecture with Frequency Domain Contrastive Learning for Image Deraining Cheng-i Wang Wei Li 42 0 0 07 Aug 2023
Learning from Multi-Perception Features for Real-Word Image Super-resolution Axi Niu Kang Zhang T. Pham Pei Wang Jinqiu Sun In So Kweon Yanning Zhang SupR 24 7 0 26 May 2023
Contrastive Semi-supervised Learning for Underwater Image Restoration via Reliable Bank Shirui Huang Keyan Wang Huan Liu Jun Chen Yunsong Li 31 99 0 16 Mar 2023
DCS-RISR: Dynamic Channel Splitting for Efficient Real-world Image Super-Resolution Junbo Qiao Shaohui Lin Yunlu Zhang Wei Li Hu Jie Gaoqi He Changbo Wang Zhuang Ma 27 2 0 15 Dec 2022
Feature-domain Adaptive Contrastive Distillation for Efficient Single Image Super-Resolution Hye-Min Moon Jinwoo Jeong Sungjei Kim 49 2 0 29 Nov 2022
Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 challenge: Report Andrey D. Ignatov Radu Timofte Maurizio Denna Abdelbadie Younes Ganzorig Gankhuyag ... Jing Liu Garas Gendy Nabil Sabor J. Hou Guanghui He SupR MQ 23 31 0 07 Nov 2022
Learning Knowledge Representation with Meta Knowledge Distillation for Single Image Super-Resolution Ziru Xu Zhenzhong Chen Shan Liu SupR 14 3 0 18 Jul 2022
Residual Local Feature Network for Efficient Super-Resolution F. Kong Mingxi Li Songwei Liu Ding Liu Jingwen He Yang Bai Fangmin Chen Lean Fu SupR 20 152 0 16 May 2022
SCS-Co: Self-Consistent Style Contrastive Learning for Image Harmonization Yucheng Hang Bin Xia Wenming Yang Q. Liao 20 44 0 29 Apr 2022
ARM: Any-Time Super-Resolution Method Bohong Chen Mingbao Lin Kekai Sheng Mengdan Zhang Peixian Chen Ke Li Liujuan Cao Rongrong Ji SupR 28 31 0 21 Mar 2022
Contrastive Learning for Local and Global Learning MRI Reconstruction Qiaosi Yi Jinhao Liu Le Hu Faming Fang Guixu Zhang 19 5 0 30 Nov 2021
A Practical Contrastive Learning Framework for Single-Image Super-Resolution Gang Wu Junjun Jiang Xianming Liu 44 50 0 27 Nov 2021
SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining Shen Zheng Chan Lu Yuxiong Wu Gaurav Gupta 31 30 0 17 Nov 2021
Residual Contrastive Learning for Image Reconstruction: Learning Transferable Representations from Noisy Images Nanqing Dong Matteo Maggioni Yongxin Yang Eduardo Pérez-Pellitero A. Leonardis Jingyu Sun SSL 19 6 0 18 Jun 2021
Contrastive Learning for Compact Single Image Dehazing Haiyan Wu Yanyun Qu Shaohui Lin Jingren Zhou Ruizhi Qiao Zhizhong Zhang Yuan Xie Lizhuang Ma 133 565 0 19 Apr 2021
Distilling a Powerful Student Model via Online Knowledge Distillation Shaojie Li Mingbao Lin Yan Wang Yongjian Wu Yonghong Tian Ling Shao Rongrong Ji FedML 27 46 0 26 Mar 2021
GhostSR: Learning Ghost Features for Efficient Image Super-Resolution Ying Nie Kai Han Zhenhua Liu Chunjing Xu Yunhe Wang OOD 39 22 0 21 Jan 2021
Anytime Inference with Distilled Hierarchical Neural Ensembles Adria Ruiz Jakob Verbeek UQCV BDL FedML 52 6 0 03 Mar 2020
Lightweight Image Super-Resolution with Information Multi-distillation Network Zheng Hui Xinbo Gao Yunchu Yang Xiumei Wang SupR 71 867 0 26 Sep 2019