Scholar

Hossein Hassani

Google Scholar ID: DnUb9iUAAAAJ

Assistant Professor | Toronto Metropolitan University |

Deep LearningComputer VisionReinforcement LearningAutonomous Vehicles

Citations & Impact

All-time

Citations

549

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i10-index

Publications

Co-authors

list available

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Publications

20 items

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Resume (English only)

Academic Achievements

Developed TinyDrive: a novel Vision-Language Model (VLM) for autonomous vehicles capable of real-time visual question answering.
Currently advancing the next generation of TinyDrive to improve efficiency and generalization, and exploring its evolution into a Vision-Language-Action model.
Published multiple high-impact papers, including:
— “TinyDrive: Multiscale visual question answering with selective token routing for autonomous driving,” arXiv:2505.15564, 2025;
— “Attention prioritized experience replay with application to self-driving cars,” IEEE Systems, Man, and Cybernetics Magazine (In press);
— “Improved exploration-exploitation trade-off through adaptive prioritized experience replay,” Neurocomputing, vol. 614, p. 128836, 2025;
— “TS-VLM: Text-guided SoftSort pooling for vision-language models in multi-view driving reasoning,” arXiv:2505.12670, 2025.

Co-authors

15 total