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Chengwen Luo

3 accepted papers

2025

BiggerGait: Unlocking Gait Recognition with Layer-wise Representations from Large Vision Models

NeurIPS 2025poster

Large vision models (LVM) based gait recognition has achieved impressive performance. However, existing LVM-based approaches may overemphasize gait priors while neglecting the intrinsic value of LVM itself, particularly the rich, distinct representations across its multi-layers. To adequately unloc…

Cited by 0SourcecodeScholar
2024

Practical Privacy-Preserving MLaaS: When Compressive Sensing Meets Generative Networks

AAAI 2024technical

The Machine-Learning-as-a-Service (MLaaS) framework allows one to grab low-hanging fruit of machine learning techniques and data science, without either much expertise for this sophisticated sphere or provision of specific infrastructures. However, the requirement of revealing all training data to t…

Cited by 1SourcePDFScholar
2020

SolarSLAM: Battery-free Loop Closure for Indoor Localisation

IROS 2020poster

In this paper, we propose SolarSLAM, a batteryfree loop closure method for indoor localisation. Inertial Measurement Unit (IMU) based indoor localisation method has been widely used due to its ubiquity in mobile devices, such as mobile phones, smartwatches and wearable bands. However, it suffers fro…

Cited by 6SourceScholar