Anyu Zhu

3DET-Mamba: Causal Sequence Modelling for End-to-End 3D Object Detection

Transformer-based architectures have been proven successful in detecting 3D objects from point clouds. However, the quadratic complexity of the attention mechanism struggles to encode rich information as point cloud resolution increases. Recently, state space models (SSM) such as Mamba have gained g…