Title
ESSR: An 8K@30FPS Super-Resolution Accelerator With Edge Selective Network Chih-Chia Hsu Tian-Sheuan Chang SupR 159 2 0 26 Mar 2025
Large Kernel Distillation Network for Efficient Single Image Super-Resolution Chengxing Xie Xiaoming Zhang Linze Li Haiteng Meng Tianlin Zhang Tian-Ping Li Xiaole Zhao SupR 23 26 0 19 Jul 2024
DVMSR: Distillated Vision Mamba for Efficient Super-Resolution Xiaoyan Lei Wenlong Zhang Weifeng Cao 27 11 0 05 May 2024
Real-Time 4K Super-Resolution of Compressed AVIF Images. AIS 2024 Challenge Survey Marcos V. Conde Zhijun Lei Wen Li Cosmin Stejerean Ioannis Katsavounidis ... Tae-hyun Jeong Yoonmo Yang Jae-Gon Kim Jinwoo Jeong Sunjei Kim 47 10 0 25 Apr 2024
$NTIRE 2024 Challenge on Image Super-Resolution ($\times$4): Methods and Results$ NTIRE 2024 Challenge on Image Super-Resolution ( $\times$ 4): Methods and Results Zheng Chen Zongwei Wu Eduard Zamfir Kai Zhang Yulun Zhang ... Yan Luo Yanyan Wei Asif Hussain Khan C. Micheloni N. Martinel SupR 31 32 0 15 Apr 2024
CAMixerSR: Only Details Need More "Attention" Yan Wang Yi Liu Shijie Zhao Junlin Li Li Zhang SupR 44 17 0 29 Feb 2024
IRConStyle: Image Restoration Framework Using Contrastive Learning and Style Transfer Dongqi Fan Xin Zhao Liang Chang 24 1 0 24 Feb 2024
See More Details: Efficient Image Super-Resolution by Experts Mining Eduard Zamfir Zongwei Wu Nancy Mehta Yulun Zhang Radu Timofte SupR 46 9 0 05 Feb 2024
Improving Object Detection Quality in Football Through Super-Resolution Techniques Karolina Seweryn Gabriel Chec Szymon Lukasik Anna Wróblewska 11 5 0 31 Jan 2024
Efficient Image Super-Resolution via Symmetric Visual Attention Network Chengxu Wu Qinrui Fan Shu Hu Xi Wu Xin Wang Jing Hu SupR 27 3 0 17 Jan 2024
Towards Clip-Free Quantized Super-Resolution Networks: How to Tame Representative Images Alperen Kalay Bahri Batuhan Bilecen Mustafa Ayazoglu SupR MQ 25 0 0 22 Aug 2023
AsConvSR: Fast and Lightweight Super-Resolution Network with Assembled Convolutions Jiaming Guo X. Zou Yu-Yi Chen Yi Liu Jia Hao Jianzhuang Liu Youliang Yan SupR 20 8 0 05 May 2023
Bicubic++: Slim, Slimmer, Slimmest -- Designing an Industry-Grade Super-Resolution Network Bahri Batuhan Bilecen Mustafa Ayazoglu SupR 32 13 0 03 May 2023
DIPNet: Efficiency Distillation and Iterative Pruning for Image Super-Resolution Lei Yu Xinpeng Li Youwei Li Ting Jiang Qi Wu Haoqiang Fan Shuaicheng Liu SupR 29 24 0 14 Apr 2023
DEHRFormer: Real-time Transformer for Depth Estimation and Haze Removal from Varicolored Haze Scenes Sixiang Chen Tian-Chun Ye Jun Shi Yun-Peng Liu J. Jiang Erkang Chen Peng Chen ViT 16 13 0 13 Mar 2023
Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution Long Sun Jiangxin Dong Jinhui Tang Jin-shan Pan SupR 33 79 0 27 Feb 2023
Rate-Perception Optimized Preprocessing for Video Coding Chengqian Ma Zhiqiang Wu Chunlei Cai Pengwei Zhang Yi Wang Long Zheng Chao Chen Quan Zhou 34 6 0 25 Jan 2023
LHDR: HDR Reconstruction for Legacy Content using a Lightweight DNN Cheng Guo Xiuhua Jiang 3DV 18 7 0 21 Nov 2022
Power Efficient Video Super-Resolution on Mobile NPUs with Deep Learning, Mobile AI & AIM 2022 challenge: Report Andrey D. Ignatov Radu Timofte Cheng-Ming Chiang Hsien-Kai Kuo Yu-Syuan Xu ... Kele Xu Li Liu Zehua Cheng Wenyi Lian W. Lian SupR 22 10 0 07 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 18 31 0 07 Nov 2022
Adaptive Mask-based Pyramid Network for Realistic Bokeh Rendering K. Georgiadis Albert Saà-Garriga M. K. Yucel Anastasios Drosou Bruno Manganelli 3DH 32 7 0 28 Oct 2022
Efficient Image Super-Resolution using Vast-Receptive-Field Attention Ling Zhou Haoming Cai Jinjin Gu Zheyu Li Yingqi Liu Xiangyu Chen Yu Qiao Chao Dong SupR 16 57 0 12 Oct 2022
Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration Sixiang Chen Tian-Chun Ye Yun-Peng Liu Erkang Chen ViT 26 15 0 03 Oct 2022
Generative Adversarial Super-Resolution at the Edge with Knowledge Distillation Simone Angarano Francesco Salvetti Mauro Martini Marcello Chiaberge GAN 28 21 0 07 Sep 2022
XCAT -- Lightweight Quantized Single Image Super-Resolution using Heterogeneous Group Convolutions and Cross Concatenation Mustafa Ayazoglu Bahri Batuhan Bilecen SupR 12 4 0 31 Aug 2022
Fast Nearest Convolution for Real-Time Efficient Image Super-Resolution Ziwei Luo Youwei Li Lei Yu Qi Wu Zhihong Wen Haoqiang Fan Shuaicheng Liu SupR 18 14 0 24 Aug 2022
Sliding Window Recurrent Network for Efficient Video Super-Resolution Wenyi Lian W. Lian SupR 20 10 0 24 Aug 2022
Image Super-Resolution with Deep Dictionary S. Maeda SupR 11 13 0 19 Jul 2022
NTIRE 2022 Challenge on Perceptual Image Quality Assessment Jinjin Gu Haoming Cai Chao Dong Jimmy S. J. Ren Radu Timofte SupR 44 67 0 23 Jun 2022
ShuffleMixer: An Efficient ConvNet for Image Super-Resolution Long Sun Jin-shan Pan Jinhui Tang SupR 35 83 0 30 May 2022
NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results Eduardo Pérez-Pellitero Sibi Catley-Chandar Richard Shaw Alevs Leonardis Radu Timofte ... H. Yoon T. Vo Alexander M. Holston S. Zaheer Chan-Young Park 95 36 0 25 May 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 15 152 0 16 May 2022
Blueprint Separable Residual Network for Efficient Image Super-Resolution Zheyu Li Yingqi Liu Xiangyu Chen Haoming Cai Jinjin Gu Yu Qiao Chao Dong 27 131 0 12 May 2022
IMDeception: Grouped Information Distilling Super-Resolution Network Mustafa Ayazoglu 34 5 0 25 Apr 2022
NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results Ren Yang Radu Timofte Mei Zheng Qunliang Xing Minglang Qiao ... Yulin Huang Junying Chen I. Lee Sunder Ali Khowaja Jiseok Yoon SupR 34 33 0 20 Apr 2022
NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results Longguang Wang Yulan Guo Yingqian Wang Juncheng Li Shuhang Gu Radu Timofte SupR 18 34 0 20 Apr 2022
Self-Calibrated Efficient Transformer for Lightweight Super-Resolution Wenbin Zou Tian-Chun Ye Weixin Zheng Yunchen Zhang Liang Chen Yi Wu ViT 20 35 0 19 Apr 2022
Edge-enhanced Feature Distillation Network for Efficient Super-Resolution Yan Wang SupR 27 39 0 19 Apr 2022
Fast and Memory-Efficient Network Towards Efficient Image Super-Resolution Zongcai Du Ding Liu Jie Liu Jie Tang Gangshan Wu Lean Fu SupR 24 54 0 18 Apr 2022
Gradient Variance Loss for Structure-Enhanced Image Super-Resolution L. Abrahamyan A. Truong Wilfried Philips Nikos Deligiannis SupR 36 20 0 02 Feb 2022
Revisiting RCAN: Improved Training for Image Super-Resolution Zudi Lin Prateek Garg Atmadeep Banerjee Salma Abdel Magid Deqing Sun Yulun Zhang Luc Van Gool D. Wei Hanspeter Pfister SupR 45 57 0 27 Jan 2022
UniFormer: Unifying Convolution and Self-attention for Visual Recognition Kunchang Li Yali Wang Junhao Zhang Peng Gao Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 142 361 0 24 Jan 2022
GhostSR: Learning Ghost Features for Efficient Image Super-Resolution Ying Nie Kai Han Zhenhua Liu Chunjing Xu Yunhe Wang OOD 35 22 0 21 Jan 2021
RepVGG: Making VGG-style ConvNets Great Again Xiaohan Ding X. Zhang Ningning Ma Jungong Han Guiguang Ding Jian-jun Sun 125 1,544 0 11 Jan 2021
Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression Yawei Li Shuhang Gu Christoph Mayer Luc Van Gool Radu Timofte 123 1 0 19 Mar 2020
Lightweight Image Super-Resolution with Information Multi-distillation Network Zheng Hui Xinbo Gao Yunchu Yang Xiumei Wang SupR 66 865 0 26 Sep 2019
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 190 5,173 0 16 Sep 2016