Jiaxi Li
Postgraduate Research Student
Academic and research departments
Computer Science Research Centre, Faculty of Engineering and Physical Sciences.About
My research project
Improve machine learning model efficiency for various complex applicationsImprove machine learning model efficiency for various complex applications
Supervisors
Improve machine learning model efficiency for various complex applications
Publications
Jiaxi Li, Xilu Wang, Yunfan Hu, Reproducibility Companion Paper: Learning Differentiable Particle Filter on the Fly, Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025,pp. 1961-1963
This reproducibility companion paper provides implementation details of our paper ''Learning differentiable particle filter on the fly''[10] presented at the 57th Asilomar Conference on Signals, Systems, and Computers. We provide detailed documentation to replicate our research, which proposes a differentiable particle filter capable of online learning. This paper includes our Python code repository, experimental configurations, dataset description, and step-by-step instructions to reproduce the results. By sharing these resources, we aim to encourage open source and further research in this direction.