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Vahdat Abdelzad
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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
1552018
Out-of-distribution detection in classifiers via generation
S Vernekar, A Gaurav, V Abdelzad, T Denouden, R Salay, K Czarnecki
arXiv preprint arXiv:1910.04241, 2019
1082019
Personalizing vehicular comfort settings for a specific user
M Stevanovic, H Elnajjar, NR Gautama, O Adesina, V Abdelzad
US Patent 9,963,012, 2018
752018
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
552019
Umple: Model-driven development for open source and education
TC Lethbridge, A Forward, O Badreddin, D Brestovansky, M Garzon, ...
Science of Computer Programming 208, 102665, 2021
412021
Merging modeling and programming using Umple
TC Lethbridge, V Abdelzad, M Husseini Orabi, A Husseini Orabi, ...
Leveraging Applications of Formal Methods, Verification and Validation …, 2016
392016
Calibrating uncertainties in object localization task
B Phan, R Salay, K Czarnecki, V Abdelzad, T Denouden, S Vernekar
arXiv preprint arXiv:1811.11210, 2018
252018
Analysis of confident-classifiers for out-of-distribution detection
S Vernekar, A Gaurav, T Denouden, B Phan, V Abdelzad, R Salay, ...
arXiv preprint arXiv:1904.12220, 2019
242019
A Textual Syntax with Tool Support for the Goal-Oriented Requirement Language.
V Abdelzad, D Amyot, SA Alwidian, T Lethbridge
IStar, 61-66, 2015
212015
Out-of-distribution detection for lidar-based 3d object detection
C Huang, V Abdelzad, CG Mannes, L Rowe, B Therien, R Salay, ...
2022 IEEE 25th International Conference on Intelligent Transportation …, 2022
192022
Promoting traits into model-driven development
V Abdelzad, TC Lethbridge
Software & Systems Modeling 16, 997-1017, 2017
182017
The missing link: Developing a safety case for perception components in automated driving
R Salay, K Czarnecki, H Kuwajima, H Yasuoka, T Nakae, V Abdelzad, ...
arXiv preprint arXiv:2108.13294, 2021
142021
fSysML: Foundational Executable SysML for Cyber-Physical System Modeling.
O Badreddin, V Abdelzad, T Lethbridge, M Elaasar
GEMOC@ MoDELS, 38-51, 2016
132016
A method based on petri nets for identification of aspects
V Abdelzad, FS Aliee
Proc. of Workshop on Early Aspects in AOSD 2010, 2010
132010
Improving formal analysis of state machines with particular emphasis on and-cross transitions
OO Adesina, TC Lethbridge, SS Somé, V Abdelzad, AB Belle
Computer Languages, Systems & Structures 54, 544-585, 2018
92018
Adding a textual syntax to an existing graphical modeling language: Experience report with GRL
V Abdelzad, D Amyot, TC Lethbridge
SDL 2015: Model-Driven Engineering for Smart Cities: 17th International SDL …, 2015
92015
LiDAR-MIMO: efficient uncertainty estimation for LiDAR-based 3D object detection
M Pitropov, C Huang, V Abdelzad, K Czarnecki, S Waslander
2022 IEEE Intelligent Vehicles Symposium (IV), 813-820, 2022
82022
Testing Aspect-Oriented Programs with UML Activity Diagrams
S Madadpour, SHM Hosseinabadi, V Abdelzad
International Journal of Computer Applications 33 (8), 2011
82011
Improved policy extraction via online Q-value distillation
A Jhunjhunwala, J Lee, S Sedwards, V Abdelzad, K Czarnecki
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
72020
Simple Continual Learning Strategies for Safer Classifers
A Gaurav, V Abdelzad, S Vernekar, K Czarnecki, J Lee, S Sedwards
Proceedings of the Workshop on Artificial Intelligence Safety (SafeAI 2020 …, 2020
72020
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