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Shiwen Wang

3 accepted papers

2025

PowerMLP: An Efficient Version of KAN

AAAI 2025technical

The Kolmogorov-Arnold Network (KAN) is a new network architecture known for its high accuracy in several tasks such as function fitting and PDE solving. The superior expressive capability of KAN arises from the Kolmogorov-Arnold representation theorem and learnable spline functions. However, the com…

2024

MI-Calib: An Open-Source Spatiotemporal Calibrator for Multiple IMUs Based on Continuous-Time Batch Optimization

RA-L 2024

The inertial measurement unit (IMU), as an interoceptive sensor typically providing high-frequency angular velocity and specific force measurements, has been widely exploited for accurate motion estimation in modern robotic applications, such as autonomous navigation and exploration. Recently, there

Cited by 4Source ↗Scholar ↗
2024

River: A Tightly-Coupled Radar-Inertial Velocity Estimator Based on Continuous-Time Optimization

RA-L 2024

Continuous and reliable ego-velocity information is significant for high-performance motion control and planning in a variety of robotic tasks, such as autonomous navigation and exploration. While linear velocities as first-order kinematics can be simultaneously estimated with other states or explic

Cited by 5Source ↗Scholar ↗