Yunpeng Li

Orcid: 0000-0003-4798-541X

Affiliations:
  • University of Surrey, Centre for Vision, Speech and Signal Processing, Guildford, UK
  • King's College London, Centre for Oral, Clinical & Translational Sciences, UK
  • University of Oxford, Department of Engineering Science, UK
  • McGill University, Department of Electrical and Computer Engineering, Montreal, QC, Canada (PhD 2017)


According to our database1, Yunpeng Li authored at least 38 papers between 2011 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
Differentiable interacting multiple model particle filtering.
Signal Process., 2026

2025
Periodontal Keypoint and Object Detection Dataset (perio-KPT).
Dataset, January, 2025

Normalizing Flow-Based Differentiable Particle Filters.
IEEE Trans. Signal Process., 2025

2024
Normalising Flow-based Differentiable Particle Filters.
CoRR, 2024

H-FCBFormer: Hierarchical Fully Convolutional Branch Transformer for Occlusal Contact Segmentation with Articulating Paper.
Proceedings of the Medical Image Understanding and Analysis - 28th Annual Conference, 2024

Regime Learning for Differentiable Particle Filters.
Proceedings of the 27th International Conference on Information Fusion, 2024

Bayesian Detector Combination for Object Detection with Crowdsourced Annotations.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
Learning Differentiable Particle Filter on the Fly.
CoRR, 2023

An overview of differentiable particle filters for data-adaptive sequential Bayesian inference.
CoRR, 2023

Differentiable Bootstrap Particle Filters for Regime-Switching Models.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

DRoT: A Decentralised Root of Trust for Trusted Networks.
Proceedings of the Information and Communications Security - 25th International Conference, 2023

2022

Batch-Ensemble Stochastic Neural Networks for Out-of-Distribution Detection.
CoRR, 2022

Conditional Measurement Density Estimation in Sequential Monte Carlo via Normalizing Flow.
Proceedings of the 30th European Signal Processing Conference, 2022

2021

HumBugDB: A Large-scale Acoustic Mosquito Dataset.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

End-to-End Semi-supervised Learning for Differentiable Particle Filters.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

A Survey of Technologies for Building Trusted Networks.
Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

Differentiable Particle Filters through Conditional Normalizing Flow.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

2020
Bioacoustic detection with wavelet-conditioned convolutional neural networks.
Neural Comput. Appl., 2020

2019
Invertible Particle-Flow-Based Sequential MCMC With Extension to Gaussian Mixture Noise Models.
IEEE Trans. Signal Process., 2019

2018
Microwave breast cancer detection using time-frequency representations.
Medical Biol. Eng. Comput., 2018

BCCNet: Bayesian classifier combination neural network.
CoRR, 2018

Fast mosquito acoustic detection with field cup recordings: an initial investigation.
Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2018

2017
Particle Filtering With Invertible Particle Flow.
IEEE Trans. Signal Process., 2017

Cost-sensitive detection with variational autoencoders for environmental acoustic sensing.
CoRR, 2017

Mosquito detection with low-cost smartphones: data acquisition for malaria research.
CoRR, 2017

Microwave breast cancer detection via cost-sensitive ensemble classifiers: Phantom and patient investigation.
Biomed. Signal Process. Control., 2017

Particle flow SMC delta-GLMB filter.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Sequential MCMC with invertible particle flow.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Particle flow for particle filtering.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Fast particle flow particle filters via clustering.
Proceedings of the 19th International Conference on Information Fusion, 2016

2015
Cost-sensitive ensemble classifiers for microwave breast cancer detection.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Particle flow auxiliary particle filter.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

2013
Radio-Frequency Tomography for Passive Indoor Multitarget Tracking.
IEEE Trans. Mob. Comput., 2013

2011
Sequential Monte Carlo for simultaneous passive device-free tracking and sensor localization using received signal strength measurements.
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011

Sequential Monte Carlo Radio-Frequency tomographic tracking.
Proceedings of the IEEE International Conference on Acoustics, 2011

RSS-based node localization in the presence of attenuating objects.
Proceedings of the IEEE International Conference on Acoustics, 2011


  Loading...