ClassSR: A General Framework to Accelerate Super-Resolution Networks by
Data Characteristic

ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic

6 March 2021

Yu Qiao

Papers citing "ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic"

18 / 18 papers shown

Title
ESSR: An 8K@30FPS Super-Resolution Accelerator With Edge Selective Network Chih-Chia Hsu Tian-Sheuan Chang SupR 126 2 0 26 Mar 2025
A super-resolution reconstruction method for lightweight building images based on an expanding feature modulation network Yi Zhang Wenye Zhou Ruonan Lin SupR 57 0 0 17 Mar 2025
HASN: Hybrid Attention Separable Network for Efficient Image Super-resolution Weifeng Cao Xiaoyan Lei Jun Shi Wanyong Liang Jie Liu Zongfei Bai SupR 24 0 0 13 Oct 2024
RefQSR: Reference-based Quantization for Image Super-Resolution Networks H. Lee Jun-Sang Yoo Seung-Won Jung SupR 18 2 0 02 Apr 2024
ClassLIE: Structure- and Illumination-Adaptive Classification for Low-Light Image Enhancement Zixiang Wei Yiting Wang Lichao Sun Athanasios V. Vasilakos Lin Wang 30 0 0 20 Dec 2023
Uncertainty-Guided Spatial Pruning Architecture for Efficient Frame Interpolation Ri Cheng Xuhao Jiang Ruian He Shili Zhou Weimin Tan Bo Yan 39 2 0 31 Jul 2023
CABM: Content-Aware Bit Mapping for Single Image Super-Resolution Network with Large Input Senmao Tian Ming Lu Jiaming Liu Yandong Guo Yurong Chen Shunli Zhang SupR MQ 18 11 0 13 Apr 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 19 2 0 15 Dec 2022
Blind Super-Resolution for Remote Sensing Images via Conditional Stochastic Normalizing Flows Hanlin Wu Ning Ni Shan Wang Li-bao Zhang 30 8 0 14 Oct 2022
CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution Chee Hong Sungyong Baik Heewon Kim Seungjun Nah Kyoung Mu Lee SupR MQ 23 31 0 21 Jul 2022
Activating More Pixels in Image Super-Resolution Transformer Xiangyu Chen Xintao Wang Jiantao Zhou Yu Qiao Chao Dong ViT 54 598 0 09 May 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 30 0 21 Mar 2022
Towards Practical Certifiable Patch Defense with Vision Transformer Zhaoyu Chen Bo-wen Li Jianghe Xu Shuang Wu Shouhong Ding Wenqiang Zhang AAML ViT 26 66 0 16 Mar 2022
Self-Supervised Learning for Real-World Super-Resolution from Dual Zoomed Observations Zhilu Zhang Ruohao Wang Hongzhi Zhang Yunjin Chen W. Zuo MDE SupR 19 21 0 02 Mar 2022
SamplingAug: On the Importance of Patch Sampling Augmentation for Single Image Super-Resolution Shizun Wang Ming Lu Kaixin Chen Jiaming Liu Xiaoqi Li Chuang Zhang Ming Wu 11 6 0 30 Nov 2021
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
Lightweight Image Super-Resolution with Information Multi-distillation Network Zheng Hui Xinbo Gao Yunchu Yang Xiumei Wang SupR 66 862 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 5,163 0 16 Sep 2016