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Hsuan-Tung Liu

2 accepted papers

2025

Relation-Rich Visual Document Generator for Visual Information Extraction

CVPR 2025poster

Despite advances in Large Language Models (LLMs) and Multimodal LLMs (MLLMs) for visual document understanding (VDU), visual information extraction (VIE) from relation-rich documents remains challenging due to the layout diversity and limited training data. While existing synthetic document generato…

2024

DetailSemNet: Elevating Signature Verification through Detail-Semantic Integration

ECCV 2024poster

"Offline signature verification (OSV) is a frequently utilized technology in forensics. This paper proposes a new model, DetailSemNet, for OSV. Unlike previous methods that rely on holistic features for pair comparisons, our approach underscores the significance of fine-grained differences for robus…