2 papers
cs.CV2025
TinyDrive: Multiscale Visual Question Answering with Selective Token Routing for Autonomous Driving
Hossein Hassani, Soodeh Nikan, Abdallah Shami
Vision Language Models (VLMs) employed for visual question-answering (VQA) in autonomous driving often require substantial computational resources that pose a challenge for their d…
cs.LG2025
Pruning-Based TinyML Optimization of Machine Learning Models for Anomaly Detection in Electric Vehicle Charging Infrastructure
Fatemeh Dehrouyeh, Ibrahim Shaer, Soodeh Nikan +2
With the growing need for real-time processing on IoT devices, optimizing machine learning (ML) models' size, latency, and computational efficiency is essential. This paper investi…