PVTransformer: A Transformer-based Architecture for Scalable 3D Object Detection in Point Clouds

PVTransformer, a novel transformer-based point-to-voxel architecture, addresses the information bottleneck introduced by the pooling operation in modern 3D object detectors, leading to significant performance improvements and better scalability compared to previous approaches.