Non-backtracking Graph Neural Networks

no code implementations • 11 Oct 2023 • Seonghyun Park, Narae Ryu, Gahee Kim, Dongyeop Woo, Se-Young Yun, Sungsoo Ahn

In this work, we propose to resolve such a redundancy via the non-backtracking graph neural network (NBA-GNN) that updates a message without incorporating the message from the previously visited node.

Node Classification Stochastic Block Model

Automated Solubility Analysis System and Method Using Computer Vision and Machine Learning

no code implementations • 7 Apr 2023 • Gahee Kim, Minwoo Jeon, Hyun Do Choi, Jun Ki Cho, Youn-Suk Choi, Hyoseok Hwang

The proposed system is a combination of a device that uses a background image and a method for estimating the dissolution and particle presence by changing the background image.