4 papers
GraphPL: Leveraging GNN for Efficient and Robust Modalities Imputation in Patchwork Learning
Xingjian Hu, Zuoyu Yan, Jianhua Zhu +3
Current research on distributed multi-modal learning typically assumes that clients can access complete information across all modalities, which may not hold in practice. In this p…
SketchRef: a Multi-Task Evaluation Benchmark for Sketch Synthesis
Xingyue Lin, Xingjian Hu, Shuai Peng +2
Sketching is a powerful artistic technique for capturing essential visual information about real-world objects and has increasingly attracted attention in image synthesis research.…
TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition
Jianhua Zhu, Wenqi Zhao, Yu Li +2
Handwritten Mathematical Expression Recognition (HMER) has extensive applications in automated grading and office automation. However, existing sequence-based decoding methods, whi…
SegHist: A General Segmentation-based Framework for Chinese Historical Document Text Line Detection
Xingjian Hu, Baole Wei, Liangcai Gao +1
Text line detection is a key task in historical document analysis facing many challenges of arbitrary-shaped text lines, dense texts, and text lines with high aspect ratios, etc. I…