# UniTable: Towards a Unified Table Foundation Model

![alt text](image1.png)

1.  📈 [High-Performance Transformers for Table Structure Recognition Need Early Convolutions](https://arxiv.org/abs/2311.05565). ShengYun Peng, Seongmin Lee, Xiaojing Wang, Rajarajeswari Balasubramaniyan, Duen Horng Chau. In *NeurIPS Second Table Representation Learning Workshop*, 2023. (Oral)
2.  🚀 [Self-Supervised Pretraining for Table Structure Recognition Transformer](https://arxiv.org/abs/2402.15578). ShengYun Peng, Seongmin Lee, Xiaojing Wang, Rajarajeswari Balasubramaniyan, Duen Horng Chau. In *AAAI Scientific Document Understanding Workshop*, 2024. (Oral)
3.  🆕 [UniTable: Towards a Unified Framework for Table Structure Recognition via Self-Supervised Pretraining](https://arxiv.org/abs/2403.04822). ShengYun Peng, Seongmin Lee, Xiaojing Wang, Rajarajeswari Balasubramaniyan, Duen Horng Chau. ArXiv, 2024.

## Implementation details 

![alt text](image2.png)

![alt text](image3.png)