Vahdat Abdelzad

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

Out-of-distribution Detection in Classifiers via Generation

Sachin Vernekar, Ashish Gaurav, Vahdat Abdelzad et al. · arXiv (Cornell University) · 2019 · 45 citations · Full text

Engineering, Machine Learning, Autoencoders +18

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

Calibrating Uncertainties in Object Localization Task

Buu Phan, Rick Salay, Krzysztof Czarnecki et al. · arXiv (Cornell University) · 2018 · 19 citations · Full text

Engineering, Machine Learning, Location Estimation +21