DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks

21 December 2020

Kyoung Mu Lee

Papers citing "DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks"

23 / 23 papers shown

Title
PMQ-VE: Progressive Multi-Frame Quantization for Video Enhancement Zhanfeng Feng Long Peng Xin Di Yong Guo Wenbo Li Yulun Zhang Renjing Pei Yang Wang Yang Cao Zheng-Jun Zha MQ 2 0 0 18 May 2025
Onboard Optimization and Learning: A Survey Monirul Islam Pavel Siyi Hu Mahardhika Pratama Ryszard Kowalczyk 26 0 0 07 May 2025
Q-MambaIR: Accurate Quantized Mamba for Efficient Image Restoration Yujie Chen Haotong Qin Zhang Zhang Michelo Magno Luca Benini Yawei Li MQ 45 2 0 27 Mar 2025
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
Data Overfitting for On-Device Super-Resolution with Dynamic Algorithm and Compiler Co-Design Gen Li Zhihao Shu Jie Ji Minghai Qin Fatemeh Afghah Wei Niu Xiaolong Ma SupR 38 0 0 03 Jul 2024
2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution Kai Liu Haotong Qin Yong Guo Xin Yuan Linghe Kong Guihai Chen Yulun Zhang MQ 35 5 0 10 Jun 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
Activations and Gradients Compression for Model-Parallel Training Mikhail Rudakov Aleksandr Beznosikov Yaroslav Kholodov Alexander Gasnikov 39 1 0 15 Jan 2024
Data Upcycling Knowledge Distillation for Image Super-Resolution Yun-feng Zhang Wei Li Simiao Li Hanting Chen Zhaopeng Tu Wenjun Wang Bingyi Jing Hai-lin Wang Jie Hu 35 3 0 25 Sep 2023
Exploring Frequency-Inspired Optimization in Transformer for Efficient Single Image Super-Resolution Ao Li Le Zhang Yun-Hai Liu Ce Zhu 33 11 0 09 Aug 2023
Overcoming Distribution Mismatch in Quantizing Image Super-Resolution Networks Chee Hong Kyoung Mu Lee SupR MQ 27 1 0 25 Jul 2023
Reciprocal Attention Mixing Transformer for Lightweight Image Restoration Haram Choi Cheolwoong Na Jihyeon Oh Seungjae Lee Jinseop S. Kim Subeen Choe Jeongmin Lee Taehoon Kim Jihoon Yang 51 5 0 19 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
Exploration of Lightweight Single Image Denoising with Transformers and Truly Fair Training Haram Choi Cheolwoong Na Jinseop S. Kim Jihoon Yang ViT 43 3 0 04 Apr 2023
A Scale-Arbitrary Image Super-Resolution Network Using Frequency-domain Information Jing Fang Yinbo Yu Zhongyuan Wang Xin Ding R. Hu 29 1 0 08 Dec 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
E2FIF: Push the limit of Binarized Deep Imagery Super-resolution using End-to-end Full-precision Information Flow Zhiqiang Lang Chongxing Song Lei Zhang Wei Wei SupR MQ 40 4 0 14 Jul 2022
Dynamic Dual Trainable Bounds for Ultra-low Precision Super-Resolution Networks Mingliang Xu Mingbao Lin Xunchao Li Ke Li Yunhang Shen Rongrong Ji Yongjian Wu Rongrong Ji MQ 21 25 0 08 Mar 2022
Coresets for Data Discretization and Sine Wave Fitting Alaa Maalouf M. Tukan Eric Price Daniel Kane Dan Feldman 27 7 0 06 Mar 2022
Hierarchical Neural Architecture Search for Single Image Super-Resolution Yong Guo Yongsheng Luo Zhenhao He Jin Huang Jian Chen SupR 62 49 0 10 Mar 2020
Lightweight Image Super-Resolution with Information Multi-distillation Network Zheng Hui Xinbo Gao Yunchu Yang Xiumei Wang SupR 71 867 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 198 5,176 0 16 Sep 2016