1 code implementation • 7 Mar 2024 • Shengyun Peng, Aishwarya Chakravarthy, Seongmin Lee, XiaoJing Wang, Rajarajeswari Balasubramaniyan, Duen Horng Chau
We present UniTable, a training framework that unifies both the training paradigm and training objective of TR.
1 code implementation • 23 Feb 2024 • Shengyun Peng, Seongmin Lee, XiaoJing Wang, Rajarajeswari Balasubramaniyan, Duen Horng Chau
We discover that the performance gap between the linear projection transformer and the hybrid CNN-transformer can be mitigated by SSP of the visual encoder in the TSR model.
2 code implementations • 9 Nov 2023 • Shengyun Peng, Seongmin Lee, XiaoJing Wang, Rajarajeswari Balasubramaniyan, Duen Horng Chau
This allows it to "see" an appropriate portion of the table and "store" the complex table structure within sufficient context length for the subsequent transformer.
Ranked #4 on
Table Recognition
on PubTabNet
no code implementations • 21 May 2022 • Ganchao Wei, Ian H. Stevenson, XiaoJing Wang
To identify populations directly related to neural activity, we develop a clustering method based on a mixture of dynamic Poisson factor analyzers (mixDPFA) model, with the number of clusters and dimension of latent factors for each cluster treated as unknown parameters.
no code implementations • 21 Jan 2021 • Xiaoqing Liu, XiaoJing Wang, Tianhao Yu, Weizhen Zhao, Lei Liu
Spatial distribution function (SDF) results show that toluene formed a continuum solvation shell, which hinders the interactions of (tBu)3P and B(C6F5)3 , while [Cnmim][NTf2] leave a relatively large empty space, which is accessible by (tBu3)P molecules, resulting in a higher probability of Lewis acids and bases interactions.
Chemical Physics