Exploring Frequency-Inspired Optimization in Transformer for Efficient Single Image Super-Resolution

9 August 2023

Le Zhang

Papers citing "Exploring Frequency-Inspired Optimization in Transformer for Efficient Single Image Super-Resolution"

21 / 21 papers shown

Title
CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution Chee Hong Sungyong Baik Heewon Kim Seungjun Nah Kyoung Mu Lee SupR MQ 64 32 0 21 Jul 2022
Real-Time Video Deblurring via Lightweight Motion Compensation Hyeongseok Son Junyong Lee Sunghyun Cho Seungyong Lee 34 6 0 25 May 2022
Activating More Pixels in Image Super-Resolution Transformer Xiangyu Chen Xintao Wang Jiantao Zhou Yu Qiao Chao Dong ViT 138 630 0 09 May 2022
Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer Guangwei Gao Ziyi Wang Juncheng Li Wenjie Li Yi Yu T. Zeng SupR 67 100 0 28 Apr 2022
Dynamic Dual Trainable Bounds for Ultra-low Precision Super-Resolution Networks Mingliang Xu Mingbao Lin Xunchao Li Ke Li Yunhang Shen Chia-Wen Lin Yongjian Wu Rongrong Ji MQ 43 25 0 08 Mar 2022
Efficient Non-Local Contrastive Attention for Image Super-Resolution Bin Xia Yucheng Hang Yapeng Tian Wenming Yang Q. Liao Jie Zhou SupR 65 80 0 11 Jan 2022
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 173 2,225 0 18 Nov 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 189 2,917 0 23 Aug 2021
LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-Resolution and Beyond Wenbo Li Kun Zhou Lu Qi Nianjuan Jiang Jiangbo Lu Jiaya Jia 63 175 0 21 May 2021
Flow-based Kernel Prior with Application to Blind Super-Resolution Christos Sakaridis Peng Sun Shuhang Gu Luc Van Gool Radu Timofte SupR 57 129 0 29 Mar 2021
Pre-Trained Image Processing Transformer Hanting Chen Yunhe Wang Tianyu Guo Chang Xu Yiping Deng Zhenhua Liu Siwei Ma Chunjing Xu Chao Xu Wen Gao VLM ViT 136 1,676 0 01 Dec 2020
Interpreting Super-Resolution Networks with Local Attribution Maps Jinjin Gu Chao Dong FAtt SupR 60 217 0 22 Nov 2020
Feedback Network for Image Super-Resolution Zerui Li Jinglei Yang Zheng Liu Xiaomin Yang Gwanggil Jeon Wei Wu SupR 58 719 0 23 Mar 2019
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference Benoit Jacob S. Kligys Bo Chen Menglong Zhu Matthew Tang Andrew G. Howard Hartwig Adam Dmitry Kalenichenko MQ 150 3,130 0 15 Dec 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 173 5,908 0 10 Jul 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 319 5,234 0 16 Sep 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 242 10,693 0 15 Sep 2016
Accurate Image Super-Resolution Using Very Deep Convolutional Networks Jiwon Kim Jung Kwon Lee Kyoung Mu Lee SupR 104 6,188 0 14 Nov 2015
Sketch-based Manga Retrieval using Manga109 Dataset Yusuke Matsui Kota Ito Yuji Aramaki T. Yamasaki Kiyoharu Aizawa 51 1,174 0 15 Oct 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
Image Super-Resolution Using Deep Convolutional Networks Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 150 8,077 0 31 Dec 2014