Buu Phan

Seeing Around Street Corners: Non-Line-of-Sight Detection and Tracking In-the-Wild Using Doppler Radar

Nicolas Scheiner, Florian Kraus, Fangyin Wei et al. · 2020 · 130 citations · Full text

Location Tracking, Engineering, Localization +18

Improving Reconstruction Autoencoder Out-of-distribution Detection with Mahalanobis Distance

Taylor Denouden, Rick Salay, Krzysztof Czarnecki et al. · arXiv (Cornell University) · 2018 · 76 citations · Full text

Anomaly Detection, Machine Learning, Engineering +18

An Automated Vehicle Safety Concept Based on Runtime Restriction of the Operational Design Domain

Ian Colwell, Buu Phan, Shahwar Saleem et al. · 2018 · 75 citations

Automotive Engineering, Engineering, Runtime Restriction +19

Detecting Out-of-Distribution Inputs in Deep Neural Networks Using an Early-Layer Output

Vahdat Abdelzad, Krzysztof Czarnecki, Rick Salay et al. · arXiv (Cornell University) · 2019 · 35 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +20

ProcSy: Procedural Synthetic Dataset Generation Towards Influence Factor Studies Of Semantic Segmentation Networks

Samin Khan, Buu Phan, Rick Salay et al. · Computer Vision and Pattern Recognition · 2019 · 32 citations

Data Generation, Engineering, Machine Learning +7