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cs.CV2025
PSA-SSL: Pose and Size-aware Self-Supervised Learning on LiDAR Point Clouds
Barza Nisar, Steven L. Waslander
Self-supervised learning (SSL) on 3D point clouds has the potential to learn feature representations that can transfer to diverse sensors and multiple downstream perception tasks.…
cs.CV2023
Gradient-based Maximally Interfered Retrieval for Domain Incremental 3D Object Detection
Barza Nisar, Hruday Vishal Kanna Anand, Steven L. Waslander
Accurate 3D object detection in all weather conditions remains a key challenge to enable the widespread deployment of autonomous vehicles, as most work to date has been performed o…