Search Results for author: Runze Chen

Found 4 papers, 2 papers with code

OccupancyDETR: Making Semantic Scene Completion as Straightforward as Object Detection

1 code implementation15 Sep 2023 Yupeng Jia, Jie He, Runze Chen, Fang Zhao, Haiyong Luo

Visual-based 3D semantic occupancy perception (also known as 3D semantic scene completion) is a new perception paradigm for robotic applications like autonomous driving.

3D Semantic Scene Completion Autonomous Driving +3

A Light-weight Deep Human Activity Recognition Algorithm Using Multi-knowledge Distillation

no code implementations6 Jul 2021 Runze Chen, Haiyong Luo, Fang Zhao, Xuechun Meng, Zhiqing Xie, Yida Zhu

The comparative experiments of knowledge distillation on six public datasets also demonstrate that the SMLDist outperforms other advanced knowledge distillation methods of students' performance, which verifies the good generalization of the SMLDist on other classification tasks, including but not limited to HAR.

Classification Human Activity Recognition +2

Adaptive Locality Preserving Regression

no code implementations3 Jan 2019 Jie Wen, Zuofeng Zhong, Zheng Zhang, Lunke Fei, Zhihui Lai, Runze Chen

This paper proposes a novel discriminative regression method, called adaptive locality preserving regression (ALPR) for classification.

feature selection regression

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