1 code implementation • 15 Aug 2022 • Le-Anh Tran, Henock M. Deberneh, Truong-Dong Do, Thanh-Dat Nguyen, My-Ha Le, Dong-Chul Park
The proposed POCS-based clustering algorithm exploits a parallel projection method of POCS to find appropriate cluster prototypes in the feature space.
no code implementations • 1 Jan 2022 • Thanh-Dat Nguyen, Thanh Le-Cong, ThanhVu H. Nguyen, Xuan-Bach D. Le, Quyet-Thang Huynh
Graph Neural Networks (GNNs) have recently emerged as a robust framework for graph-structured data.
no code implementations • 19 Oct 2021 • Minh-Son Le, Thi-Nhan Pham, Thanh-Dat Nguyen, Ik-Joon Chang
Our Monte-Carlo simulations show that in an SRAM-based analog CIM of VGG-9, the classification accuracy of CIFAR-10 is degraded even below 20% under process variations of 65nm CMOS.
no code implementations • 2 Jun 2021 • Tuan-Anh Nguyen Dang, Duc-Thanh Hoang, Quang-Bach Tran, Chih-Wei Pan, Thanh-Dat Nguyen
Form understanding is a challenging problem which aims to recognize semantic entities from the input document and their hierarchical relations.