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Meilu Zhu

City University of Hong Kong (CityU)

九龍

  • City University of Hong Kong (CityU)

SCHOLARLY PAPERS

3

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76

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Scholarly Papers (3)

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1.

A Teacher-to-Student Information Recovery Method Toward Energy-Efficient Animal Activity Recognition at Low Sampling Rates

Number of pages: 24 Posted: 29 Nov 2022
Axiu Mao, Meilu Zhu, Endai Huang and Kai LIU
City University of Hong Kong (CityU), City University of Hong Kong (CityU), City University of Hong Kong (CityU) and affiliation not provided to SSRN
Downloads 52 (1,041,696)

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Behavioral classification, Deep Learning, resampling, knowledge distillation, reconstruction.

2.

CKSP: Cross-species Knowledge Sharing and Preserving for Universal Animal Activity Recognition

Number of pages: 19 Posted: 25 Oct 2024
Axiu Mao, Meilu Zhu, Zhaojin GUO, Zheng He, Tomas Norton and Kai LIU
Hangzhou Dianzi University - School of Communication Engineering, City University of Hong Kong (CityU), City University of Hong Kong (CityU), City University of Hong Kong (CityU), KU Leuven and affiliation not provided to SSRN
Downloads 24 (1,399,036)

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Behavioural classification, wearable sensor, deep learning, species-specific feature extraction, batch-normalization

3.

Towards Label-Free Pretraining: A Multi-Species Unlabeled Accelerometer Dataset for Animal Activity Recognition

Number of pages: 13
Pengcheng Zhu, Yizhen Han, Axiu Mao, Jie Luo, Jibing Qiu, Kaiying Wang and Meilu Zhu
Hangzhou Dianzi University, Hangzhou Dianzi University, Hangzhou Dianzi University - School of Communication Engineering, Hangzhou Dianzi University, Chinese Academy of Sciences, Zhejiang University and City University of Hong Kong (CityU)
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Animal behavior recognition, accelerometer data, annotation scarcity, multi-species, self-supervised learning