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ORCIDRick Salay
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Publications
- 2022
[c67]Chengjie Huang, Van Duong Nguyen, Vahdat Abdelzad, Christopher Gus Mannes, Luke Rowe, Benjamin Thérien, Rick Salay, Krzysztof Czarnecki:
Out-of-Distribution Detection for LiDAR-based 3D Object Detection. ITSC 2022: 4265-4271- [i15]Chengjie Huang, Van Duong Nguyen, Vahdat Abdelzad, Christopher Gus Mannes, Luke Rowe, Benjamin Thérien, Rick Salay, Krzysztof Czarnecki:
Out-of-Distribution Detection for LiDAR-based 3D Object Detection. CoRR abs/2209.14435 (2022) - 2021
- [i13]Rick Salay, Krzysztof Czarnecki, Hiroshi Kuwajima, Hirotoshi Yasuoka, Toshihiro Nakae, Vahdat Abdelzad, Chengjie Huang, Maximilian Kahn, Van Duong Nguyen:
The missing link: Developing a safety case for perception components in automated driving. CoRR abs/2108.13294 (2021) - 2020
- [c62]Weitao Chen, Rick Salay, Sean Sedwards, Vahdat Abdelzad, Krzysztof Czarnecki:
Accelerating the Training of Convolutional Neural Networks for Image Segmentation with Deep Active Learning. ITSC 2020: 1-7 - [i12]Vahdat Abdelzad, Krzysztof Czarnecki, Rick Salay:
The Effect of Optimization Methods on the Robustness of Out-of-Distribution Detection Approaches. CoRR abs/2006.14584 (2020) - 2019
- [i10]Sachin Vernekar, Ashish Gaurav, Taylor Denouden, Buu Phan, Vahdat Abdelzad, Rick Salay, Krzysztof Czarnecki:
Analysis of Confident-Classifiers for Out-of-distribution Detection. CoRR abs/1904.12220 (2019) - [i8]Sachin Vernekar, Ashish Gaurav, Vahdat Abdelzad, Taylor Denouden, Rick Salay, Krzysztof Czarnecki:
Out-of-distribution Detection in Classifiers via Generation. CoRR abs/1910.04241 (2019) - [i7]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 abs/1910.10307 (2019) - 2018
- [i4]Buu Phan, Rick Salay, Krzysztof Czarnecki, Vahdat Abdelzad, Taylor Denouden, Sachin Vernekar:
Calibrating Uncertainties in Object Localization Task. CoRR abs/1811.11210 (2018) - [i3]Taylor Denouden, Rick Salay, Krzysztof Czarnecki, Vahdat Abdelzad, Buu Phan, Sachin Vernekar:
Improving Reconstruction Autoencoder Out-of-distribution Detection with Mahalanobis Distance. CoRR abs/1812.02765 (2018)
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