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Sachin Vernekar
Publication Activity (10 Years)
Years Active: 2016-2020
Publications (10 Years): 8
Top Topics
Adaboost Classifier
Learning Strategies
Signal Analysis
Mahalanobis Distance
Top Venues
CoRR
CinC
SafeAI@AAAI
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Publications
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Ashish Gaurav
,
Sachin Vernekar
,
Jaeyoung Lee
,
Vahdat Abdelzad
,
Krzysztof Czarnecki
,
Sean Sedwards
Simple Continual Learning Strategies for Safer Classifers.
SafeAI@AAAI
(2020)
Vahdat Abdelzad
,
Krzysztof Czarnecki
,
Rick Salay
,
Taylor Denouden
,
Sachin Vernekar
,
Buu Phan
Detecting Out-of-Distribution Inputs in Deep Neural Networks Using an Early-Layer Output.
CoRR
(2019)
Sachin Vernekar
,
Ashish Gaurav
,
Taylor Denouden
,
Buu Phan
,
Vahdat Abdelzad
,
Rick Salay
,
Krzysztof Czarnecki
Analysis of Confident-Classifiers for Out-of-distribution Detection.
CoRR
(2019)
Sachin Vernekar
,
Ashish Gaurav
,
Vahdat Abdelzad
,
Taylor Denouden
,
Rick Salay
,
Krzysztof Czarnecki
Out-of-distribution Detection in Classifiers via Generation.
CoRR
(2019)
Taylor Denouden
,
Rick Salay
,
Krzysztof Czarnecki
,
Vahdat Abdelzad
,
Buu Phan
,
Sachin Vernekar
Improving Reconstruction Autoencoder Out-of-distribution Detection with Mahalanobis Distance.
CoRR
(2018)
Buu Phan
,
Rick Salay
,
Krzysztof Czarnecki
,
Vahdat Abdelzad
,
Taylor Denouden
,
Sachin Vernekar
Calibrating Uncertainties in Object Localization Task.
CoRR
(2018)
Sachin Vernekar
,
Deepu Vijayasenan
,
Rohit Ranjan
A Novel Approach for Robust Detection of Heart Beats in Multimodal Data using Neural Networks and Boosted Trees.
CinC
(2016)
Sachin Vernekar
,
Saurabh Nair
,
Deepu Vijayasenan
,
Rohit Ranjan
A Novel Approach for Classification of Normal/Abnormal Phonocardiogram Recordings using Temporal Signal Analysis and Machine Learning.
CinC
(2016)