Articles with "transformer sparse" as a keyword



PTC-Net: Point-Wise Transformer With Sparse Convolution Network for Place Recognition

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Published in 2023 at "IEEE Robotics and Automation Letters"

DOI: 10.1109/lra.2023.3267693

Abstract: In the point-cloud-based place recognition area, the existing hybrid architectures combining both convolutional networks and transformers have shown promising performance. They mainly apply the voxel-wise transformer after the sparse convolution (SPConv). However, they can induce… read more here.

Keywords: wise; point; sparse convolution; transformer sparse ... See more keywords