Empowering the Next Generation My Journey with MISE

In the ever-evolving landscape of artificial intelligence, there’s a pressing need to cultivate diverse talent and foster inclusivity in STEM fields. One initiative that has personally enriched my journey and allowed me to contribute meaningfully to this cause is MISE (Machine Learning in Science and Engineering), a transformative program dedicated to equipping high school...

Tackling Continual Learning: Our Journey in the CVPR 2021 Challenge

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In the rapidly evolving field of AI, one of the biggest hurdles is teaching machines to learn sequentially, like humans do, without forgetting previously acquired knowledge. This is the core challenge of Continual Learning (CL). In 2021, we participated in the...

Autonomous Lane Following in Duckietown: Our DAgger Approach

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Ever wondered how miniature autonomous cars learn to navigate? At Duckietown, a platform designed for education and research in robotics, we tackled the challenge of lane following and vehicle avoidance using an advanced imitation learning technique. This project, which was also...