Yangyan Deng

SP2T: Sparse Proxy Attention for Dual-stream Point Transformer

Point transformers have demonstrated remarkable progress in 3D understanding through expanded receptive fields (RF), but further expanding the RF leads to dilution in group attention and decreases detailed feature extraction capability. Proxy, which serves as abstract representations for simplifying…