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2012.11230
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DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
21 December 2020
Chee Hong
Heewon Kim
Sungyong Baik
Junghun Oh
Kyoung Mu Lee
OOD
SupR
MQ
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Papers citing
"DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks"
24 / 24 papers shown
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Deep Learning Empowered Super-Resolution: A Comprehensive Survey and Future Prospects
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PMQ-VE: Progressive Multi-Frame Quantization for Video Enhancement
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Onboard Optimization and Learning: A Survey
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07 May 2025
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SCALES: Boost Binary Neural Network for Image Super-Resolution with Efficient Scalings
Design, Automation and Test in Europe (DATE), 2023
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Shuwen Zhang
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Meng Li
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208
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24 Feb 2025
Thinking in Granularity: Dynamic Quantization for Image Super-Resolution by Intriguing Multi-Granularity Clues
AAAI Conference on Artificial Intelligence (AAAI), 2024
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Zhao Zhang
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Ke Xu
Kang Miao
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276
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Data Overfitting for On-Device Super-Resolution with Dynamic Algorithm and Compiler Co-Design
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Zhihao Shu
Jie Ji
Minghai Qin
Fatemeh Afghah
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390
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03 Jul 2024
2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution
Neural Information Processing Systems (NeurIPS), 2024
Kai Liu
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Yong Guo
Xin Yuan
Linghe Kong
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195
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10 Jun 2024
AdaBM: On-the-Fly Adaptive Bit Mapping for Image Super-Resolution
Computer Vision and Pattern Recognition (CVPR), 2024
Chee Hong
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202
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04 Apr 2024
RefQSR: Reference-based Quantization for Image Super-Resolution Networks
IEEE Transactions on Image Processing (TIP), 2024
H. Lee
Jun-Sang Yoo
Seung-Won Jung
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261
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02 Apr 2024
Activations and Gradients Compression for Model-Parallel Training
Doklady. Mathematics (Dokl. Math.), 2023
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Aleksandr Beznosikov
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Alexander Gasnikov
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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
401
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25 Sep 2023
Exploring Frequency-Inspired Optimization in Transformer for Efficient Single Image Super-Resolution
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Ao Li
Le Zhang
Yun-Hai Liu
Ce Zhu
255
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09 Aug 2023
Overcoming Distribution Mismatch in Quantizing Image Super-Resolution Networks
European Conference on Computer Vision (ECCV), 2023
Chee Hong
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333
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Reciprocal Attention Mixing Transformer for Lightweight Image Restoration
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Cheolwoong Na
Jihyeon Oh
Seungjae Lee
Jinseop S. Kim
Subeen Choe
Jeongmin Lee
Taehoon Kim
Jihoon Yang
396
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CABM: Content-Aware Bit Mapping for Single Image Super-Resolution Network with Large Input
Computer Vision and Pattern Recognition (CVPR), 2023
Senmao Tian
Ming Lu
Jiaming Liu
Yandong Guo
Yurong Chen
Shunli Zhang
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210
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Exploration of Lightweight Single Image Denoising with Transformers and Truly Fair Training
International Conference on Multimedia Retrieval (ICMR), 2023
Haram Choi
Cheolwoong Na
Jinseop S. Kim
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214
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A Scale-Arbitrary Image Super-Resolution Network Using Frequency-domain Information
Yinbo Yu
Yinbo Yu
Zhongyuan Wang
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CADyQ: Content-Aware Dynamic Quantization for Image Super-Resolution
European Conference on Computer Vision (ECCV), 2022
Chee Hong
Sungyong Baik
Heewon Kim
Seungjun Nah
Kyoung Mu Lee
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318
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21 Jul 2022
E2FIF: Push the limit of Binarized Deep Imagery Super-resolution using End-to-end Full-precision Information Flow
IEEE Transactions on Image Processing (IEEE TIP), 2022
Zhiqiang Lang
Chongxing Song
Lei Zhang
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305
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Dynamic Dual Trainable Bounds for Ultra-low Precision Super-Resolution Networks
European Conference on Computer Vision (ECCV), 2022
Mingliang Xu
Mingbao Lin
Xunchao Li
Ke Li
Chunjiang Ge
Jiayi Ji
Yongjian Wu
Rongrong Ji
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215
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08 Mar 2022
Coresets for Data Discretization and Sine Wave Fitting
International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Alaa Maalouf
M. Tukan
Eric Price
Daniel Kane
Dan Feldman
234
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06 Mar 2022
1
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