DiMoSR: Feature Modulation via Multi-Branch Dilated Convolutions for Efficient Image Super-Resolution

27 May 2025

Papers citing "DiMoSR: Feature Modulation via Multi-Branch Dilated Convolutions for Efficient Image Super-Resolution"

35 / 35 papers shown

Title
Training Transformer Models by Wavelet Losses Improves Quantitative and Visual Performance in Single Image Super-Resolution Cansu Korkmaz A. Murat Tekalp ViT 282 19 0 17 Apr 2024
DRCT: Saving Image Super-resolution away from Information Bottleneck Chih-Chung Hsu Chia-Ming Lee Yi-Shiuan Chou 301 76 0 31 Mar 2024
See More Details: Efficient Image Super-Resolution by Experts MiningInternational Conference on Machine Learning (ICML), 2024 Eduard Zamfir Zongwei Wu Nancy Mehta Yulun Zhang Radu Timofte SupR 367 28 0 05 Feb 2024
Swift Parameter-free Attention Network for Efficient Super-Resolution Cheng Wan Hongyuan Yu Zhiqi Li Yihang Chen Yajun Zou Yuqing Liu Xuanwu Yin Kunlong Zuo 232 60 0 21 Nov 2023
Dual Aggregation Transformer for Image Super-ResolutionIEEE International Conference on Computer Vision (ICCV), 2023 Zheng Chen Yulun Zhang Jinjin Gu Lingyu Kong Yunbo Wang Feng Yu ViT 261 283 0 07 Aug 2023
Recursive Generalization Transformer for Image Super-ResolutionInternational Conference on Learning Representations (ICLR), 2023 Zheng Chen Yulun Zhang Jinjin Gu Lingyu Kong Yunbo Wang ViT 244 61 0 11 Mar 2023
Spatially-Adaptive Feature Modulation for Efficient Image Super-ResolutionIEEE International Conference on Computer Vision (ICCV), 2023 Long Sun Jiangxin Dong Jinhui Tang Jin-shan Pan SupR 233 164 0 27 Feb 2023
SwinFIR: Revisiting the SwinIR with Fast Fourier Convolution and Improved Training for Image Super-Resolution Dafeng Zhang Feiyu Huang Shizhuo Liu Xiaobing Wang Zhezhu Jin 260 126 0 24 Aug 2022
ShuffleMixer: An Efficient ConvNet for Image Super-ResolutionNeural Information Processing Systems (NeurIPS), 2022 Long Sun Jin-shan Pan Jinhui Tang SupR 138 127 0 30 May 2022
Residual Local Feature Network for Efficient Super-Resolution Fang Kong Mingxi Li Songwei Liu Ding Liu Jingwen He Yang Bai Fangmin Chen Xing Mei SupR 162 217 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 157 191 0 12 May 2022
Activating More Pixels in Image Super-Resolution TransformerComputer Vision and Pattern Recognition (CVPR), 2022 Xiangyu Chen Xintao Wang Jiantao Zhou Yu Qiao Chao Dong ViT 484 878 0 09 May 2022
Fast and Memory-Efficient Network Towards Efficient Image Super-Resolution Zongcai Du Ding Liu Jie Liu Jie Tang Gangshan Wu Xing Mei SupR 168 67 0 18 Apr 2022
Efficient Long-Range Attention Network for Image Super-resolutionEuropean Conference on Computer Vision (ECCV), 2022 Xindong Zhang Huiyu Zeng Shi Guo Lei Zhang ViT 182 389 0 13 Mar 2022
Feature Distillation Interaction Weighting Network for Lightweight Image Super-Resolution Guangwei Gao Wenjie Li Juncheng Li Leilei Gan Huimin Lu Yi Yu 153 103 0 16 Dec 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Lucas Beerens Luc Van Gool Radu Timofte ViT 452 3,934 0 23 Aug 2021
Fourier Space Losses for Efficient Perceptual Image Super-ResolutionIEEE International Conference on Computer Vision (ICCV), 2021 Dario Fuoli Luc Van Gool Radu Timofte 188 174 0 01 Jun 2021
LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-Resolution and BeyondNeural Information Processing Systems (NeurIPS), 2021 Wenbo Li Kun Zhou Lu Qi Nianjuan Jiang Jiangbo Lu Jiaya Jia 141 241 0 21 May 2021
Efficient Image Super-Resolution Using Pixel Attention Hengyuan Zhao Xiangtao Kong Jingwen He Yu Qiao Chao Dong SupR 139 418 0 02 Oct 2020
Multi-Attention Based Ultra Lightweight Image Super-Resolution Abdul Muqeet Jiwon Hwang Subin Yang J. Kang Yongwoo Kim Sung-Ho Bae SupR 188 97 0 29 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 193 752 0 20 Aug 2020
Lightweight image super-resolution with enhanced CNNKnowledge-Based Systems (KBS), 2020 Chunwei Tian Ruibin Zhuge Zhihao Wu Yong-mei Xu W. Zuo Chong Chen Chia-Wen Lin SupR 186 165 0 08 Jul 2020
Lightweight Image Super-Resolution with Information Multi-distillation NetworkACM Multimedia (ACM MM), 2019 Zheng Hui Xinbo Gao Yunchu Yang Xiumei Wang SupR 226 1,051 0 26 Sep 2019
Image Super-Resolution Using Very Deep Residual Channel Attention NetworksEuropean Conference on Computer Vision (ECCV), 2018 Yulun Zhang Kunpeng Li Kai Li Lichen Wang Bineng Zhong Y. Fu SupR 394 4,953 0 08 Jul 2018
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network Namhyuk Ahn Byungkon Kang Kyung-ah Sohn SupR 392 1,322 0 23 Mar 2018
Residual Dense Network for Image Super-Resolution Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Y. Fu SupR 516 3,696 0 24 Feb 2018
FiLM: Visual Reasoning with a General Conditioning Layer Ethan Perez Florian Strub H. D. Vries Vincent Dumoulin Aaron Courville FAtt AIMat OffRL AI4CE 768 2,837 0 22 Sep 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 442 6,703 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 412 2,682 0 12 Apr 2017
Sigmoid-Weighted Linear Units for Neural Network Function Approximation in Reinforcement LearningNeural Networks (NN), 2017 Stefan Elfwing E. Uchibe Kenji Doya 380 2,186 0 10 Feb 2017
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 987 5,674 0 16 Sep 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Katharina Eggensperger ODL 924 9,469 0 13 Aug 2016
Accelerating the Super-Resolution Convolutional Neural Network Chao Dong Chen Change Loy Xiaoou Tang SupR 396 3,268 0 01 Aug 2016
Accurate Image Super-Resolution Using Very Deep Convolutional Networks Jiwon Kim Jung Kwon Lee Kyoung Mu Lee SupR 684 6,707 0 14 Nov 2015
Image Super-Resolution Using Deep Convolutional NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2014 Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 698 8,824 0 31 Dec 2014