2024
CaKDP: Category-aware Knowledge Distillation and Pruning Framework for Lightweight 3D Object Detection
CVPR 2024poster
Knowledge distillation (KD) possesses immense potential to accelerate the deep neural networks (DNNs) for LiDAR-based 3D detection. However in most of prevailing approaches the suboptimal teacher models and insufficient student architecture investigations limit the performance gains. To address thes…