Követés
Sachin Vernekar
Sachin Vernekar
Computer Science, University of Waterloo
E-mail megerősítve itt: uwaterloo.ca - Kezdőlap
Cím
Hivatkozott rá
Hivatkozott rá
Év
Improving reconstruction autoencoder out-of-distribution detection with mahalanobis distance
T Denouden, R Salay, K Czarnecki, V Abdelzad, B Phan, S Vernekar
arXiv preprint arXiv:1812.02765, 2018
1122018
Out-of-distribution Detection in Classifiers via Generation
S Vernekar, A Gaurav, V Abdelzad, T Denouden, R Salay, K Czarnecki
NeurIPS 2019, Safety and Robustness in Decision Making Workshop, 2019
792019
Detecting out-of-distribution inputs in deep neural networks using an early-layer output
V Abdelzad, K Czarnecki, R Salay, T Denounden, S Vernekar, B Phan
arXiv preprint arXiv:1910.10307, 2019
442019
A novel approach for classification of normal/abnormal phonocardiogram recordings using temporal signal analysis and machine learning
S Vernekar, S Nair, D Vijaysenan, R Ranjan
2016 computing in cardiology conference (CinC), 1141-1144, 2016
372016
Calibrating Uncertainties in Object Localization Task
B Phan, R Salay, K Czarnecki, V Abdelzad, T Denouden, S Vernekar
NeurIPS 2018 Bayesian Deep Learning Workshop, 2018
262018
Analysis of Confident-Classifiers for Out-of-distribution Detection
S Vernekar, A Gaurav, T Denouden, B Phan, V Abdelzad, R Salay, ...
ICLR SafeML Workshop 2019, 2019
212019
Simple Continual Learning Strategies for Safer Classifers
A Gaurav, V Abdelzad, S Vernekar, K Czarnecki, J Lee, S Sedwards
AAAI SafeAI workshop, 2020, 0
7*
Improving reconstruction autoencoder out-of-distribution detection with mahalanobis distance. CoRR abs/1812.02765 (2018)
T Denouden, R Salay, K Czarnecki, V Abdelzad, B Phan, S Vernekar
61812
A novel approach for Robust Detection of Heart Beats in Multimodal Data using neural networks and boosted trees
S Vernekar, D Vijaysenan, R Ranjan
2016 Computing in Cardiology Conference (CinC), 1137-1140, 2016
52016
Improving reconstruction autoencoder out-ofdistribution detection with mahalanobis distance. arXiv 2018
T Denouden, R Salay, K Czarnecki, V Abdelzad, B Phan, S Vernekar
arXiv preprint arXiv:1812.02765, 0
5
Training reject-classifiers for out-of-distribution detection via explicit boundary sample generation
S Vernekar
University of Waterloo, 2020
22020
Minimizing Change in Classifier Likelihood to Mitigate Catastrophic Forgetting
A Gaurav, S Vernekar, S Sedwards, J Lee, V Abdelzad, K Czarnecki
2019
Improving Confident-Classifiers For Out-of-distribution Detection
S Vernekar, A Gaurav, V Abdelzad, T Denouden, R Salay, K Czarnecki
2019
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