College of Computing - Georgia Tech

Transformer Explainer Shows How AI is More Math than Human

This sets unrealistic expectations for AI and leads to misuse. It also slows progress toward building new AI applications.
IEEE

Hybrid CNN-Transformer Model for Enhanced Real-Time Surveillance of Suspicious Group Activities

Abstract: Effective security and surveillance rely on accurate and timely recognition of suspicious and complex human group activities. This paper proposes a novel hybrid deep learning framework, ...
IEEE

HiVT: Hierarchical Vector Transformer for Multi-Agent Motion Prediction

Abstract: Accurately predicting the future motions of surrounding traffic agents is critical for the safety of autonomous ve-hicles. Recently, vectorized approaches have dominated the motion ...
GitHub

V-BUILD: A graph Transformer-based decision framework for selective updating of vector building data

This repository contains the official PyTorch implementation of the paper "V-BUILD: A graph Transformer-based decision framework for selective updating of vector building data". The code implements a ...