no code implementations • 5 Aug 2020 • Yihang Zhang, Aristotelis-Angelos Papadopoulos, Pengfei Chen, Faisal Alasiri, Tianchen Yuan, Jin Zhou, Petros A. Ioannou
In this paper, we design an integrated simulation-prediction system which estimates the Origin-Destination (OD) matrix of a road network using only flow rate information and predicts the behavior of the road network in different simulation scenarios.
no code implementations • 5 Dec 2019 • Aristotelis-Angelos Papadopoulos, Nazim Shaikh, Mohammad Reza Rajati
Deep neural networks are known to achieve superior results in classification tasks.
Out-of-Distribution Detection Out of Distribution (OOD) Detection
no code implementations • 25 Sep 2019 • Aristotelis-Angelos Papadopoulos, Nazim Shaikh, Jiamian Wang, Mohammad Reza Rajati
Deep neural networks have achieved great success in classification tasks during the last years.
1 code implementation • 8 Jun 2019 • Aristotelis-Angelos Papadopoulos, Mohammad Reza Rajati, Nazim Shaikh, Jiamian Wang
Deep neural networks have achieved great success in classification tasks during the last years.
Ranked #1 on Out-of-Distribution Detection on CIFAR-100 vs SVHN (using extra training data)