Search Results for author: Thanh-Dat Nguyen

Found 4 papers, 1 papers with code

POCS-based Clustering Algorithm

1 code implementation15 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.

Clustering

Toward the Analysis of Graph Neural Networks

no code implementations1 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.

Node Classification

PR-CIM: a Variation-Aware Binary-Neural-Network Framework for Process-Resilient Computation-in-memory

no code implementations19 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.

Quantization

End-to-End Hierarchical Relation Extraction for Generic Form Understanding

no code implementations2 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.

Entity Linking Link Prediction +2

Cannot find the paper you are looking for? You can Submit a new open access paper.