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Pengsheng Huang

3 accepted papers

2025

Artistic Image Aesthetics Assessment Assisted by Photographic Visual Attributes

ICASSP 2025accepted

Most data-driven deep learning-based Artistic Image Aesthetics Assessment (AIAA) methods cannot effectively extract visual attributes from art images since the existing artistic image datasets don’t provide any information about visual attributes. The lack of visual attributes reduces the interpreta…

Cited by 0SourceScholar
2025

Attention-Enhanced Feature Fusion Network for No-Reference Image Quality Assessment

ICASSP 2025accepted

No-Reference Image Quality Assessment (NR-IQA) is a fundamental computer vision task. In this paper, we propose a new Attention-Enhanced Feature Fusion Network for NR-IQA (AEFF-IQA) that integrates multi-scale local and non-local features. Firstly, multi-scale local and non-local features containing…

Cited by 0SourceScholar
2021

Towards Robustness of Text-to-SQL Models against Synonym Substitution

ACL 2021long

Recently, there has been significant progress in studying neural networks to translate text descriptions into SQL queries. Despite achieving good performance on some public benchmarks, existing text-to-SQL models typically rely on the lexical matching between words in natural language (NL) questions…