RepSR: Training Efficient VGG-style Super-Resolution Networks with
Structural Re-Parameterization and Batch Normalization

RepSR: Training Efficient VGG-style Super-Resolution Networks with Structural Re-Parameterization and Batch Normalization

11 May 2022

Ying Shan

ArXiv (abs)PDF HTML Github (76★)

Papers citing "RepSR: Training Efficient VGG-style Super-Resolution Networks with Structural Re-Parameterization and Batch Normalization"

17 / 17 papers shown

Title
RepNet-VSR: Reparameterizable Architecture for High-Fidelity Video Super-Resolution Biao Wu Diankai Zhang Shaoli Liu Si-feng Gao Chengjian Zheng Ning Wang SupR 64 0 0 22 Apr 2025
Sebica: Lightweight Spatial and Efficient Bidirectional Channel Attention Super Resolution Network Chongxiao Liu 87 0 0 27 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 74 1 0 22 Sep 2024
Efficient Real-world Image Super-Resolution Via Adaptive Directional Gradient Convolution Long Peng Yang Cao Renjing Pei Wenbo Li Jiaming Guo Xueyang Fu Yang Wang Zheng-Jun Zha 104 13 0 11 May 2024
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions Zhijun Tu Kunpeng Du Hanting Chen Hai-lin Wang Wei Li Jie Hu Yunhe Wang ViT 87 4 0 31 Mar 2024
Transforming Image Super-Resolution: A ConvFormer-based Efficient Approach Gang Wu Junjun Jiang Junpeng Jiang Xianming Liu SupR 117 11 0 11 Jan 2024
Post-Training Quantization for Re-parameterization via Coarse & Fine Weight Splitting Dawei Yang Ning He Xing Hu Zhihang Yuan Jiangyong Yu Chen Xu Zhe Jiang MQ 90 7 0 17 Dec 2023
ESDMR-Net: A Lightweight Network With Expand-Squeeze and Dual Multiscale Residual Connections for Medical Image Segmentation Tariq Mahmood Khan Syed S. Naqvi Erik H. W. Meijering 83 8 0 17 Dec 2023
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 105 25 0 21 Nov 2023
RepQ: Generalizing Quantization-Aware Training for Re-Parametrized Architectures Anastasiia Prutianova Alexey Zaytsev Chung-Kuei Lee Fengyu Sun Ivan Koryakovskiy MQ 66 0 0 09 Nov 2023
DeSRA: Detect and Delete the Artifacts of GAN-based Real-World Super-Resolution Models Liangbin Xie Xintao Wang Xiangyu Chen Gengyan Li Ying Shan Jiantao Zhou Chao Dong 104 29 0 05 Jul 2023
ESTISR: Adapting Efficient Scene Text Image Super-resolution for Real-Scenes Minghao Fu Xin Man Yihan Xu Jie Shao 76 2 0 04 Jun 2023
Learning a Single Convolutional Layer Model for Low Light Image Enhancement Yuantong Zhang Baoxin Teng Daiqin Yang Zhenzhong Chen Haichuan Ma Gang Li Wenpeng Ding 115 9 0 23 May 2023
ASR: Attention-alike Structural Re-parameterization Shan Zhong Zhongzhan Huang Wushao Wen Jinghui Qin Liang Lin 115 6 0 13 Apr 2023
QuickSRNet: Plain Single-Image Super-Resolution Architecture for Faster Inference on Mobile Platforms Guillaume Berger Manik Dhingra Antoine Mercier Yash Savani Sunny Panchal Fatih Porikli SupR 57 5 0 08 Mar 2023
RepMode: Learning to Re-parameterize Diverse Experts for Subcellular Structure Prediction Donghao Zhou Chunbin Gu Junde Xu Furui Liu Qiong Wang Guangyong Chen Pheng-Ann Heng MoE 54 4 0 20 Dec 2022
DSR: Towards Drone Image Super-Resolution Xiaoyu Lin Baran Ozaydin Vidit Vidit Majed El Helou Sabine Süsstrunk SupR 72 1 0 25 Aug 2022