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Fast, Accurate and Lightweight Super-Resolution with Neural Architecture Search

22 January 2019

Papers citing "Fast, Accurate and Lightweight Super-Resolution with Neural Architecture Search"

50 / 101 papers shown

Title
Deep Learning Empowered Super-Resolution: A Comprehensive Survey and Future ProspectsProceedings of the IEEE (Proc. IEEE), 2025 Le Zhang Ao Li Qibin Hou Ce Zhu Yonina C. Eldar SupR 184 1 0 19 Sep 2025
RAGSR: Regional Attention Guided Diffusion for Image Super-Resolution Haodong He Y. Bai Rui Lan Xu Duan Lei Sun Xiangxiang Chu Gui-Song Xia DiffM 74 1 0 22 Aug 2025
RepNet-VSR: Reparameterizable Architecture for High-Fidelity Video Super-Resolution Biao Wu Diankai Zhang Shaoli Liu Si-feng Gao Chengjian Zheng Ning Wang SupR 164 0 0 22 Apr 2025
Involution and BSConv Multi-Depth Distillation Network for Lightweight Image Super-Resolution Akram Khatami-Rizi Ahmad Mahmoudi-Aznaveh 149 0 0 18 Mar 2025
CubeFormer: A Simple yet Effective Baseline for Lightweight Image Super-Resolution Jikai Wang Huan Zheng Jianbing Shen SupR 254 0 0 03 Dec 2024
NTIRE 2024 Challenge on Stereo Image Super-Resolution: Methods and Results Longguang Wang Yulan Guo Juncheng Li Hongda Liu Yang Zhao Yingqian Wang Zhi Jin Shuhang Gu Radu Timofte SupR 565 21 0 25 Sep 2024
Thinking in Granularity: Dynamic Quantization for Image Super-Resolution by Intriguing Multi-Granularity CluesAAAI Conference on Artificial Intelligence (AAAI), 2024 Mingshen Wang Zhao Zhang Feng Li Ke Xu Kang Miao Meng Wang MQ SupR 189 4 0 22 Sep 2024
AgileIR: Memory-Efficient Group Shifted Windows Attention for Agile Image Restoration Hongyi Cai Mohammad Mahdinur Rahman Mohammad Shahid Akhtar Jie Li Jingyu Wu Zhili Fang 112 1 0 10 Sep 2024
ML-CrAIST: Multi-scale Low-high Frequency Information-based Cross black Attention with Image Super-resolving TransformerInternational Conference on Pattern Recognition (ICPR), 2024 Alik Pramanick Utsav Bheda Arijit Sur SupR ViT 199 3 0 19 Aug 2024
Large coordinate kernel attention network for lightweight image super-resolution Fangwei Hao Jiesheng Wu Haotian Lu Ji Du Jing Xu SupR 170 5 0 15 May 2024
AdaBM: On-the-Fly Adaptive Bit Mapping for Image Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2024 Chee Hong Kyoung Mu Lee SupR MQ 127 7 0 04 Apr 2024
Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-ResolutionInternational Conference on Learning Representations (ICLR), 2024 Simiao Li Yun-feng Zhang Wei Li Hanting Chen Wenjia Wang Bingyi Jing Shaohui Lin Jie Hu SupR 158 3 0 03 Apr 2024
Efficient Image Super-Resolution via Symmetric Visual Attention NetworkIEEE International Joint Conference on Neural Network (IJCNN), 2024 Chengxu Wu Qinrui Fan Shu Hu Xi Wu Xin Wang Jing Hu SupR 177 6 0 17 Jan 2024
Compressing Deep Image Super-resolution ModelsPicture Coding Symposium (PCS), 2023 Yuxuan Jiang Jakub Nawala Fan Zhang David Bull 213 9 0 31 Dec 2023
Hundred-Kilobyte Lookup Tables for Efficient Single-Image Super-Resolution Binxiao Huang Jason Chun Lok Li Jie Ran Boyu Li Jiajun Zhou Dahai Yu Ngai Wong 145 4 0 11 Dec 2023
Image super-resolution via dynamic networkCAAI Transactions on Intelligence Technology (TCIT), 2023 Chunwei Tian Xuanyu Zhang Qi Zhang Mingming Yang Zhaojie Ju SupR 179 19 0 16 Oct 2023
TS-ENAS:Two-Stage Evolution for Cell-based Network Architecture Search Juan Zou Shenghong Wu Yizhang Xia Weiwei Jiang Zeping Wu Jinhua Zheng 3DV 143 1 0 14 Oct 2023
Overcoming Distribution Mismatch in Quantizing Image Super-Resolution NetworksEuropean Conference on Computer Vision (ECCV), 2023 Chee Hong Kyoung Mu Lee SupR MQ 200 2 0 25 Jul 2023
A Survey on Multi-Objective Neural Architecture Search Seyed Mahdi Shariatzadeh M. Fathy R. Berangi M. Shahverdy 221 2 0 18 Jul 2023
MaxSR: Image Super-Resolution Using Improved MaxViT B. Yang Gangshan Wu SupR 180 4 0 14 Jul 2023
Omni Aggregation Networks for Lightweight Image Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2023 Hang Wang Xuanhong Chen Bingbing Ni Yutian Liu Jinfan Liu SupR 191 119 0 20 Apr 2023
Resolution Enhancement Processing on Low Quality Images Using Swin Transformer Based on Interval Dense Connection Strategy Ruikang Ju Chih-Chia Chen Jen-Shiun Chiang Yu-Shian Lin Wei-Han Chen Chun-Tse Chien 159 20 0 16 Mar 2023
A High-Performance Accelerator for Super-Resolution Processing on Embedded GPU W. Zhao Qi Sun Yang Bai Wenbo Li Haisheng Zheng Bei Yu Martin D. F. Wong SupR 126 12 0 16 Mar 2023
GRAN: Ghost Residual Attention Network for Single Image Super Resolution Axi Niu Pei Wang Yu Zhu Jinqiu Sun Qingsen Yan Yanning Zhang SupR 125 9 0 28 Feb 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 225 159 0 27 Feb 2023
Efficient Image Super-Resolution with Feature Interaction Weighted Hybrid NetworkIEEE transactions on multimedia (IEEE TMM), 2022 Wenjie Li Juncheng Li Guangwei Gao Weihong Deng Jian Yang Guo-Jun Qi Chia-Wen Lin SupR 137 23 0 29 Dec 2022
NAWQ-SR: A Hybrid-Precision NPU Engine for Efficient On-Device Super-ResolutionIEEE Transactions on Mobile Computing (IEEE TMC), 2022 Stylianos I. Venieris Mario Almeida Royson Lee Nicholas D. Lane SupR 193 7 0 15 Dec 2022
DCS-RISR: Dynamic Channel Splitting for Efficient Real-world Image Super-ResolutionNeural Networks (NN), 2022 Junbo Qiao Shaohui Lin Yunlu Zhang Wei Li Hu Jie Gaoqi He Changbo Wang Zhuang Ma 324 3 0 15 Dec 2022
Single Cell Training on Architecture Search for Image Denoising Bokyeung Lee Kyungdeuk Ko Jonghwan Hong Hanseok Ko 122 1 0 13 Dec 2022
From Coarse to Fine: Hierarchical Pixel Integration for Lightweight Image Super-ResolutionAAAI Conference on Artificial Intelligence (AAAI), 2022 Jie Liu Chaoqian Chen Jie Tang Gangshan Wu SupR 123 19 0 30 Nov 2022
Scaling Neural Face Synthesis to High FPS and Low Latency by Neural Caching Frank Yu S. Fels Helge Rhodin 3DH 100 0 0 10 Nov 2022
Efficient Automatic Machine Learning via Design Graphs Shirley Wu Jiaxuan You J. Leskovec Rex Ying GNN 134 1 0 21 Oct 2022
Lightweight Stepless Super-Resolution of Remote Sensing Images via Saliency-Aware Dynamic Routing StrategyIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 Hanlin Wu Ning Ni Li-bao Zhang 149 16 0 14 Oct 2022
Hitchhiker's Guide to Super-Resolution: Introduction and Recent AdvancesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Brian B. Moser Federico Raue Stanislav Frolov Jörn Hees Sebastián M. Palacio Andreas Dengel 249 40 0 27 Sep 2022
A heterogeneous group CNN for image super-resolutionIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Chunwei Tian Yanning Zhang W. Zuo Chia-Wen Lin David C. Zhang Yixuan Yuan SupR 248 79 0 26 Sep 2022
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration Marcos V. Conde Ui-Jin Choi Maxime Burchi Radu Timofte ViT 210 184 0 22 Sep 2022
Laplacian Pyramid-like Autoencoder Sangjun Han Taeil Hur Youngmi Hur 259 2 0 26 Aug 2022
Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-ResolutionEuropean Conference on Computer Vision (ECCV), 2022 Yushu Wu Yifan Gong Pu Zhao Yanyu Li Zheng Zhan Wei Niu Hao Tang Minghai Qin Bin Ren Yanzhi Wang SupR MQ 170 32 0 25 Jul 2022
CADyQ: Content-Aware Dynamic Quantization for Image Super-ResolutionEuropean Conference on Computer Vision (ECCV), 2022 Chee Hong Sungyong Baik Heewon Kim Seungjun Nah Kyoung Mu Lee SupR MQ 218 39 0 21 Jul 2022
Training Patch Analysis and Mining Skills for Image Restoration Deep Neural Networks Jae Woong Soh N. Cho 108 0 0 03 Jul 2022
ShuffleMixer: An Efficient ConvNet for Image Super-ResolutionNeural Information Processing Systems (NeurIPS), 2022 Long Sun Jin-shan Pan Jinhui Tang SupR 118 125 0 30 May 2022
Image Super-resolution with An Enhanced Group Convolutional Neural NetworkNeural Networks (NN), 2022 Chunwei Tian Yixuan Yuan Shichao Zhang Chia-Wen Lin W. Zuo David C. Zhang SupR 145 127 0 29 May 2022
Attentive Fine-Grained Structured Sparsity for Image RestorationComputer Vision and Pattern Recognition (CVPR), 2022 Junghun Oh Heewon Kim Seungjun Nah Chee Hong Jonghyun Choi Kyoung Mu Lee 196 24 0 26 Apr 2022
Self-Calibrated Efficient Transformer for Lightweight Super-Resolution Wenbin Zou Tian-Chun Ye Weixin Zheng Yunchen Zhang Liang Chen Yi Wu ViT 109 52 0 19 Apr 2022
Edge-enhanced Feature Distillation Network for Efficient Super-Resolution Yan Wang SupR 138 51 0 19 Apr 2022
Fast Neural Architecture Search for Lightweight Dense Prediction Networks Lam Huynh Esa Rahtu Juan E. Sala Matas J. Heikkilä 180 2 0 03 Mar 2022
A Dynamic Residual Self-Attention Network for Lightweight Single Image Super-Resolution Karam Park Jae Woong Soh N. Cho 121 100 0 08 Dec 2021
A Data-driven Approach to Neural Architecture Search Initialization Kalifou René Traoré Andrés Camero Xiao Xiang Zhu 168 3 0 05 Nov 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Lucas Beerens Luc Van Gool Radu Timofte ViT 436 3,891 0 23 Aug 2021
Overfitting the Data: Compact Neural Video Delivery via Content-aware Feature Modulation Jiaming Liu Ming Lu Kaixin Chen Xiaoqi Li Shizun Wang Zhaoqing Wang Enhua Wu Yurong Chen Chuang Zhang Ming Wu 146 36 0 18 Aug 2021