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Kunming Su

3 accepted papers

2025

DC-PCN: Point Cloud Completion Network with Dual-Codebook Guided Quantization

AAAI 2025technical

Point cloud completion aims to reconstruct complete 3D shapes from partial 3D point clouds. With advancements in deep learning techniques, various methods for point cloud completion have been developed. Despite achieving encouraging results, a significant issue remains: these methods often overlook…

2025

RI-MAE: Rotation-Invariant Masked AutoEncoders for Self-Supervised Point Cloud Representation Learning

AAAI 2025technical

Masked point modeling methods have recently achieved great success in self-supervised learning for point cloud data. However, these methods are sensitive to rotations and often exhibit sharp performance drops when encountering rotational variations. In this paper, we propose a novel Rotation-Invaria…

2024

GSTNet: Gait Spatio-Temporal Network for Gait Recognition Using Millimeter-Wave Radar

ICASSP 2024accepted

The millimeter-wave (mmWave) radar-based gait recognition technology has attracted significant attention due to its cost-effectiveness and weather resilience. The majority of existing methods are primarily designed for the recognition of gait patterns on the fixed route, and they achieve significant…

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