TableSense: Spreadsheet Table Detection with Convolutional Neural Networks

1 code implementation • 25 Jun 2021 • Haoyu Dong, Shijie Liu, Shi Han, Zhouyu Fu, Dongmei Zhang

Spreadsheet table detection is the task of detecting all tables on a given sheet and locating their respective ranges.

Active Learning Boundary Detection +1

Semantic Structure Extraction for Spreadsheet Tables with a Multi-task Learning Architecture

no code implementations • NeurIPS Workshop Document_Intelligen 2019 • Haoyu Dong, Shijie Liu, Zhouyu Fu, Shi Han, Dongmei Zhang

To learn spatial correlations and capture semantics on spreadsheets, we have developed a novel learning-based framework for spreadsheet semantic structure extraction.

Language Modelling Multi-Task Learning

Detecting Adversarial Examples via Key-based Network

no code implementations • 2 Jun 2018 • Pinlong Zhao, Zhouyu Fu, Ou wu, QinGhua Hu, Jun Wang

In contrast to existing defense methods, the proposed method does not require knowledge of the process for generating adversarial examples and can be applied to defend against different types of attacks.