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"

50 / 60 papers shown

Title
ESSR: An 8K@30FPS Super-Resolution Accelerator With Edge Selective Network Chih-Chia Hsu Tian-Sheuan Chang SupR 189 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 65 0 0 17 Mar 2025
FourierSR: A Fourier Token-based Plugin for Efficient Image Super-Resolution Wenjie Li Heng Guo Yuefeng Hou Zhanyu Ma 39 0 0 13 Mar 2025
CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution Xin Liu Jie Liu J. Tang Gangshan Wu SupR ViT 54 0 0 10 Mar 2025
Block-Based Multi-Scale Image Rescaling Jian Li Siwang Zhou SupR 77 0 0 16 Dec 2024
AdaDiffSR: Adaptive Region-aware Dynamic Acceleration Diffusion Model for Real-World Image Super-Resolution Yuanting Fan Chengxu Liu Nengzhong Yin Changlong Gao Xueming Qian 28 3 0 23 Oct 2024
HASN: Hybrid Attention Separable Network for Efficient Image Super-resolution Weifeng Cao Xiaoyan Lei Jun Shi Wanyong Liang Jie Liu Zongfei Bai SupR 29 0 0 13 Oct 2024
Thinking in Granularity: Dynamic Quantization for Image Super-Resolution by Intriguing Multi-Granularity Clues Mingshen Wang Zhao Zhang Feng Li Ke Xu Kang Miao Meng Wang MQ SupR 38 1 0 22 Sep 2024
Task-Aware Dynamic Transformer for Efficient Arbitrary-Scale Image Super-Resolution Tianyi Xu Yiji Zhou Xiaotao Hu Kai Zhang Anran Zhang Xingye Qiu Jun Xu 43 0 0 16 Aug 2024
Accelerating Image Super-Resolution Networks with Pixel-Level Classification Jinho Jeong Jinwoo Kim Younghyun Jo Seon Joo Kim SupR 23 1 0 31 Jul 2024
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring Xintian Mao Qingli Li Yan Wang 48 14 0 13 Jun 2024
PatchScaler: An Efficient Patch-Independent Diffusion Model for Super-Resolution Yong Liu Hang Dong Jinshan Pan Qingji Dong Kai-xiang Chen Rongxiang Zhang Lean Fu Fei Wang DiffM 47 1 0 27 May 2024
CDFormer:When Degradation Prediction Embraces Diffusion Model for Blind Image Super-Resolution Qingguo Liu Chenyi Zhuang Pan Gao Jie Qin 32 2 0 13 May 2024
DVMSR: Distillated Vision Mamba for Efficient Super-Resolution Xiaoyan Lei Wenlong Zhang Weifeng Cao 29 11 0 05 May 2024
Invertible Residual Rescaling Models Jinmin Li Tao Dai Yaohua Zha Yilu Luo Longfei Lu Bin Chen Zhi Wang Shu-Tao Xia Jingyun Zhang SupR 42 3 0 05 May 2024
Self-Supervised Learning for Real-World Super-Resolution from Dual and Multiple Zoomed Observations Zhilu Zhang Ruohao Wang Hongzhi Zhang Wangmeng Zuo MDE SupR 44 2 0 03 May 2024
HybridFlow: Infusing Continuity into Masked Codebook for Extreme Low-Bitrate Image Compression Lei Lu Yanyue Xie Wei Jiang Wei Wang Xue Lin Yanzhi Wang 45 4 0 20 Apr 2024
AdaBM: On-the-Fly Adaptive Bit Mapping for Image Super-Resolution Chee Hong Kyoung Mu Lee SupR MQ 26 2 0 04 Apr 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
CFAT: Unleashing TriangularWindows for Image Super-resolution Abhisek Ray Gaurav Kumar M. Kolekar SupR 35 8 0 24 Mar 2024
CAMixerSR: Only Details Need More "Attention" Yan Wang Yi Liu Shijie Zhao Junlin Li Li Zhang SupR 52 17 0 29 Feb 2024
Navigating Beyond Dropout: An Intriguing Solution Towards Generalizable Image Super Resolution Hongjun Wang Jiyuan Chen Yinqiang Zheng Tieyong Zeng OOD 38 2 0 29 Feb 2024
Unified-Width Adaptive Dynamic Network for All-In-One Image Restoration Yimin Xu Nanxi Gao Zhongyun Shan Rongrong Ji Rongrong Ji 25 6 0 24 Jan 2024
A Comprehensive End-to-End Computer Vision Framework for Restoration and Recognition of Low-Quality Engineering Drawings Lv Yang Jiankang Zhang Huaiqiang Li Longfei Ren Chen Yang Jingyu Wang Dongyuan Shi 11 0 0 21 Dec 2023
ClassLIE: Structure- and Illumination-Adaptive Classification for Low-Light Image Enhancement Zixiang Wei Yiting Wang Lichao Sun Athanasios V. Vasilakos Lin Wang 36 0 0 20 Dec 2023
TMP: Temporal Motion Propagation for Online Video Super-Resolution Zhengqiang Zhang Ruihuang Li Shi Guo Yang Cao Lei Zhang 45 4 0 15 Dec 2023
Context-Aware Iteration Policy Network for Efficient Optical Flow Estimation Ri Cheng Ruian He Xuhao Jiang Shili Zhou Weimin Tan Bo Yan 40 0 0 12 Dec 2023
SRSNetwork: Siamese Reconstruction-Segmentation Networks based on Dynamic-Parameter Convolution Bingkun Nian Fenghe Tang Jianrui Ding Pingping Zhang Jie-jin Yang S.Kevin Zhou Wei Liu 29 0 0 04 Dec 2023
Efficient Model Agnostic Approach for Implicit Neural Representation Based Arbitrary-Scale Image Super-Resolution Young Jae Oh Jihun Kim Tae Hyun Kim 32 0 0 20 Nov 2023
Uncertainty-Guided Spatial Pruning Architecture for Efficient Frame Interpolation Ri Cheng Xuhao Jiang Ruian He Shili Zhou Weimin Tan Bo Yan 43 2 0 31 Jul 2023
Lightweight Improved Residual Network for Efficient Inverse Tone Mapping Liqi Xue Tian-Ming Xu Yong-ji Song Yan Liu Lei Zhang Xiantong Zhen Jun Xu 25 0 0 08 Jul 2023
RBSR: Efficient and Flexible Recurrent Network for Burst Super-Resolution Ren-Rong Wu Zhilu Zhang Shuohao Zhang Hongzhi Zhang W. Zuo 24 6 0 30 Jun 2023
EfficientSRFace: An Efficient Network with Super-Resolution Enhancement for Accurate Face Detection G. Wang Jun Yu Li Jie Xie Jianhua Xu Bo Yang 3DH CVBM 21 1 0 04 Jun 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 36 8 0 05 May 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 22 11 0 13 Apr 2023
Human Guided Ground-truth Generation for Realistic Image Super-resolution Duanyou Chen Jie-Kai Liang Xindong Zhang Ming-Yu Liu Huiyu Zeng Lei Zhang 33 17 0 23 Mar 2023
LSR: A Light-Weight Super-Resolution Method Wei Wang Xuejing Lei Yueru Chen Ming-Sui Lee C.-C. Jay Kuo 18 2 0 27 Feb 2023
Real-Time Image Demoireing on Mobile Devices Yuxin Zhang Mingbao Lin Xunchao Li Han Liu Guozhi Wang Rongrong Ji Shuai Ren Yafei Wen Xiaoxin Chen Rongrong Ji 25 13 0 04 Feb 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
ClassPruning: Speed Up Image Restoration Networks by Dynamic N:M Pruning Yang Zhou Yuda Song Hui Qian Xin Du VLM 30 1 0 10 Nov 2022
A Codec Information Assisted Framework for Efficient Compressed Video Super-Resolution Hengsheng Zhang X. Zou Jiaming Guo Youliang Yan Rong Xie Li-Na Song 28 4 0 15 Oct 2022
Blind Super-Resolution for Remote Sensing Images via Conditional Stochastic Normalizing Flows Hanlin Wu Ning Ni Shan Wang Li-bao Zhang 38 8 0 14 Oct 2022
Laplacian Pyramid-like Autoencoder Sangjun Han Taeil Hur Youngmi Hur 13 2 0 26 Aug 2022
Reference-based Image Super-Resolution with Deformable Attention Transformer Jingyun Liang Christos Sakaridis Kaicheng Zhang Yawei Li Yulun Zhang Wenguan Wang Luc Van Goo 52 56 0 25 Jul 2022
CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution Chee Hong Sungyong Baik Heewon Kim Seungjun Nah Kyoung Mu Lee SupR MQ 31 32 0 21 Jul 2022
Boosting Video Super Resolution with Patch-Based Temporal Redundancy Optimization Yuhao Huang Hang Dong Jin-shan Pan Chao Zhu Yu-Xiao Guo Ding Liu Lean Fu Fei Wang 18 4 0 18 Jul 2022
Towards Lightweight Super-Resolution with Dual Regression Learning Yong Guo Mingkui Tan Zeshuai Deng Jingdong Wang Qi Chen Jingyun Liang Yanwu Xu Jian Chen SupR 16 11 0 16 Jul 2022
Priors in Deep Image Restoration and Enhancement: A Survey Yunfan Lu Yi Lin Hao Wu Yuan Luo Xueye Zheng Hui Xiong Lin Wang 41 3 0 04 Jun 2022
Activating More Pixels in Image Super-Resolution Transformer Xiangyu Chen Xintao Wang Jiantao Zhou Yu Qiao Chao Dong ViT 79 601 0 09 May 2022
Attentive Fine-Grained Structured Sparsity for Image Restoration Junghun Oh Heewon Kim Seungjun Nah Chee Hong Jonghyun Choi Kyoung Mu Lee 21 18 0 26 Apr 2022