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Dimitra Michalaka

3 papers hereh-index 7179 citations34 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • quant-ph1

identity via Semantic Scholar / OpenAlex

most citedHybrid Classical-Quantum Deep Learning Models for Autonomous Vehicle Traffic Image Classification Under Adversarial Attack

15 citations · 20 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2025

Quantum Computing Supported Adversarial Attack-Resilient Autonomous Vehicle Perception Module for Traffic Sign Classification

Reek Majumder, Mashrur Chowdhury, Sakib Mahmud Khan +6

Deep learning (DL)-based image classification models are essential for autonomous vehicle (AV) perception modules since incorrect categorization might have severe repercussions. Ad…

cs.LG2021★ 5 cited

Hybrid Quantum-Classical Neural Network for Incident Detection

Zadid Khan, Sakib Mahmud Khan, Jean Michel Tine +7

The efficiency and reliability of real-time incident detection models directly impact the affected corridors' traffic safety and operational conditions. The recent emergence of clo…

quant-ph2021★ 15 cited

Hybrid Classical-Quantum Deep Learning Models for Autonomous Vehicle Traffic Image Classification Under Adversarial Attack

Reek Majumder, Sakib Mahmud Khan, Fahim Ahmed +6

Image classification must work for autonomous vehicles (AV) operating on public roads, and actions performed based on image misclassification can have serious consequences. Traffic…

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