Author

Vahdat Abdelzad

Observed name: Abdelzad, Vahdat

Observed institutions: University of Waterloo, University of Ottawa, Islamic Azad University, Science and Research Branch

ORCID: 0000-0002-8658-2712

Observed ORCID: 0000-0002-8658-2712

OpenAlex ID: A5035017701

Improving Reconstruction Autoencoder Out-of-distribution Detection with Mahalanobis Distance

2018 · Denouden, Taylor, Salay, Rick, et al. · arXiv (Cornell University) · 74

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Out-of-distribution Detection in Classifiers via Generation

2019 · Vernekar, Sachin, Gaurav, Ashish, et al. · arXiv (Cornell University) · 44

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Detecting Out-of-Distribution Inputs in Deep Neural Networks Using an Early-Layer Output

2019 · Abdelzad, Vahdat, Czarnecki, Krzysztof, et al. · arXiv (Cornell University) · 33

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Umple: Model-driven development for open source and education

2021 · Timothy C. Lethbridge, Andrew Forward, et al. · Science of Computer Programming · 32

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Merging Modeling and Programming Using Umple

2016 · Timothy C. Lethbridge, Vahdat Abdelzad, et al. · Lecture notes in computer science · 22

Out-of-Distribution Detection for LiDAR-based 3D Object Detection

2022 · Chengjie Huang, Van Duong Nguyen, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 20

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Calibrating Uncertainties in Object Localization Task

2018 · Phan, Buu, Salay, Rick, et al. · arXiv (Cornell University) · 18

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Promoting traits into model-driven development

2015 · Vahdat Abdelzad, Timothy C. Lethbridge · Software & Systems Modeling · 14

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The Missing Link: Developing a Safety Case for Perception Components in Automated Driving

2022 · Rick Salay, Krzysztof Czarnecki, et al. · SAE International Journal of Advances and Current Practices in Mobility · 13

Analysis of Confident-Classifiers for Out-of-distribution Detection

2019 · Vernekar, Sachin, Gaurav, Ashish, et al. · arXiv (Cornell University) · 12

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A Textual Syntax with Tool Support for the Goal-oriented Requirement Language

2015 · Vahdat Abdelzad, Daniel Amyot, et al. · iStar · 11

LiDAR-MIMO: Efficient Uncertainty Estimation for LiDAR-based 3D Object Detection

2022 · Matthew Pitropov, Chengjie Huang, et al. · IEEE Intelligent Vehicles Symposium · 10

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SOAP: Cross-sensor Domain Adaptation for 3D Object Detection Using Stationary Object Aggregation Pseudo-labelling

2024 · Chengjie Huang, Vahdat Abdelzad, et al. · IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 8

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Improved Policy Extraction via Online Q-Value Distillation

2020 · Aman Jhunjhunwala, Jaeyoung Lee, et al. · 8

Adding a Textual Syntax to an Existing Graphical Modeling Language: Experience Report with GRL

2015 · Vahdat Abdelzad, Daniel Amyot, et al. · Lecture notes in computer science · 8

A Method Based on Petri Nets for Identification of Aspects

2010 · Vahdat Abdelzad, Fereidoon Shams Aliee · 8

fSysML: Foundational Executable SysML for Cyber-Physical System Modeling.

2016 · Omar Badreddin, Vahdat Abdelzad, et al. · 6

Simple Continual Learning Strategies for Safer Classifers.

2020 · Ashish Gaurav, Sachin Vernekar, et al. · National Conference on Artificial Intelligence · 5

Improving formal analysis of state machines with particular emphasis on and-cross transitions

2018 · Opeyemi O. Adesina, Timothy C. Lethbridge, et al. · Computer Languages · 5

Collaborative Software Design and Modeling in Open Source Systems

2018 · Omar Badreddin, Wahab Hamou-Lhadj, et al. · Lecture notes in computer science · 4

The role of semiotic engineering in software engineering

2016 · Vahdat Abdelzad, Timothy C. Lethbridge, et al. · 3

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Accelerating the Training of Convolutional Neural Networks for Image Segmentation with Deep Active Learning

2020 · Weitao Chen, Rick Salay, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 2

Aspect-oriented Software Development Versus Other Development Methods

2011 · Vahdat Abdelzad, Fereidoon Shams Aliee · 2

3D Object Detection with Track-Based Auto-Labelling Using Very Sparsely Labelled Data

2024 · Mei Qi Tang, Vahdat Abdelzad, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 1

Non-divergent Imitation for Verification of Complex Learned Controllers

2021 · Vahdat Abdelzad, Jaeyoung Lee, et al. · 1

Works count: 38

Citation count: 367

H-index: 11

I10-index: 12