Addressing the critical need for real-time and robust perception in autonomous driving, two new research papers published at EMNLP 2025 and NeurIPS 2025 introduce essential breakthroughs in Multimodal LLMs efficiency and visual intelligence. These dual contributions fundamentally accelerate road scene understanding by drastically improving data processing speed while simultaneously integrating specialized, expert-level knowledge necessary for safe and reliable navigation.
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"Autonomoose" is a collaboration between WISE Lab and WAVE Lab to build the University of Waterloo's self-driving research platform. The result is the "UW Moose" the first self-driving car built in Canada to drive on public roads.
See a video of our first automated drive on public roads in Waterloo in Dec 2017.
See a video of our 100 km public drive in Waterloo in Aug 2018.
For more information, visit the official website: https://autonomoosedev.wixsite.com/autonomoose/
Autonomoose was the basis of the current project WISE Automated Driving System.