3 citations · 4 across the 7 of their papers we have counts for
7 papers
SRFUND: A Multi-Granularity Hierarchical Structure Reconstruction Benchmark in Form Understanding
Jiefeng Ma, Yan Wang, Chenyu Liu +6
Accurately identifying and organizing textual content is crucial for the automation of document processing in the field of form understanding. Existing datasets, such as FUNSD and…
A Study of Dropout-Induced Modality Bias on Robustness to Missing Video Frames for Audio-Visual Speech Recognition
Yusheng Dai, Hang Chen, Jun Du +5
Advanced Audio-Visual Speech Recognition (AVSR) systems have been observed to be sensitive to missing video frames, performing even worse than single-modality models. While applyin…
Bidirectional Trained Tree-Structured Decoder for Handwritten Mathematical Expression Recognition
Hanbo Cheng, Chenyu Liu, Pengfei Hu +3
The Handwritten Mathematical Expression Recognition (HMER) task is a critical branch in the field of OCR. Recent studies have demonstrated that incorporating bidirectional context…
Hierarchical Audio-Visual Information Fusion with Multi-label Joint Decoding for MER 2023
Haotian Wang, Yuxuan Xi, Hang Chen +11
In this paper, we propose a novel framework for recognizing both discrete and dimensional emotions. In our framework, deep features extracted from foundation models are used as rob…
Count, Decode and Fetch: A New Approach to Handwritten Chinese Character Error Correction
Pengfei Hu, Jiefeng Ma, Zhenrong Zhang +2
Recently, handwritten Chinese character error correction has been greatly improved by employing encoder-decoder methods to decompose a Chinese character into an ideographic descrip…
HRDoc: Dataset and Baseline Method Toward Hierarchical Reconstruction of Document Structures
Jiefeng Ma, Jun Du, Pengfei Hu +4
The problem of document structure reconstruction refers to converting digital or scanned documents into corresponding semantic structures. Most existing works mainly focus on split…