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Jingfen Xie

3 accepted papers

2026

UARE: A Unified Vision-Language Model for Image Quality Assessment, Restoration, and Enhancement

CVPR 2026

Image quality assessment (IQA) and image restoration are fundamental problems in low-level vision. Although IQA and restoration are closely connected conceptually, most existing work treats them in isolation. Recent advances in unified multimodal understanding-generation models demonstrate promising

Cited by 0SourcecodeScholar
2023

Less Is More Important: An Attention Module Guided by Probability Density Function for Convolutional Neural Networks

AAAI 2023technical

Attention modules, which adaptively weight and refine features according to the importance of the input, have become a critical technique to boost the capability of convolutional neural networks. However, most existing attention modules are heuristic without a sound interpretation, and thus, require…