Efficient and Adaptive Scene-Aware Sparse Transformer for High-Performance Event-based Object Detection
The proposed Scene Adaptive Sparse Transformer (SAST) achieves a remarkable balance between performance and efficiency for event-based object detection by enabling window-token co-sparsification and scene-specific sparsity optimization.