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Xing Wen

2 accepted papers

2023

Quality-Aware Pre-Trained Models for Blind Image Quality Assessment

CVPR 2023poster

Blind image quality assessment (BIQA) aims to automatically evaluate the perceived quality of a single image, whose performance has been improved by deep learning-based methods in recent years. However, the paucity of labeled data somewhat restrains deep learning-based BIQA methods from unleashing t…

Cited by 99SourcePDFScholar
2023

Reconstructed Convolution Module Based Look-Up Tables for Efficient Image Super-Resolution

ICCV 2023poster

Look-up table (LUT)-based methods have shown the great efficacy in single image super-resolution (SR) task. However, previous methods don't delve into the essential reason of restricted receptive field (RF) size in LUT, which is caused by the interaction of space and channel features in vanilla co…

Cited by 22PDFcodeScholar