no code implementations • 30 Apr 2024 • Narayanan Elavathur Ranganatha, Hengyuan Zhang, Shashank Venkatramani, Jing-Yan Liao, Henrik I. Christensen
In response to this challenge, we propose a modular pipeline for vector map generation with improved generalization to sensor configurations.
no code implementations • 4 Nov 2023 • Jing-Yan Liao, Parth Doshi, Zihan Zhang, David Paz, Henrik Christensen
While High Definition (HD) Maps have long been favored for their precise depictions of static road elements, their accessibility constraints and susceptibility to rapid environmental changes impede the widespread deployment of autonomous driving, especially in the motion forecasting task.
1 code implementation • 10 Jan 2023 • Hengyuan Zhang, Jing-Yan Liao, David Paz, Henrik I. Christensen
Many outdoor autonomous mobile platforms require more human identity anonymized data to power their data-driven algorithms.