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Yining Ding

2 accepted papers

2024

CURL-MAP: Continuous Mapping and Positioning with CURL Representation†

ICRA 2024poster

Maps of LiDAR Simultaneous Localisation and Mapping (SLAM) are often represented as point clouds. They usually take up a huge amount of storage space for large-scale environments, otherwise much structural detail may not be kept. In this paper, a novel paradigm of LiDAR mapping and odometry is desig…

Cited by 1SourceScholar
2021

CPT: Efficient Deep Neural Network Training via Cyclic Precision

ICLR 2021spotlight

Low-precision deep neural network (DNN) training has gained tremendous attention as reducing precision is one of the most effective knobs for boosting DNNs' training time/energy efficiency. In this paper, we attempt to explore low-precision training from a new perspective as inspired by recent findi…