Xiao Gu

Orcid: 0000-0002-3015-5818

Affiliations:

Imperial College London, Hamlyn Centre, Institute of Global Health Innovation, UK
Fudan University, Center for Intelligent Medical Electronics, Shanghai, China (until 2018)

According to our database¹, Xiao Gu authored at least 32 papers between 2017 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Noise-Factorized Disentangled Representation Learning for Generalizable Motor Imagery EEG Classification.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, February, 2024

Egocentric Image Captioning for Privacy-Preserved Passive Dietary Intake Monitoring.

[BibT_eX]

[DOI]

Matilda Steiner-Asiedu

IEEE Trans. Cybern., February, 2024

2023

EgoFish3D: Egocentric 3D Pose Estimation From a Fisheye Camera via Self-Supervised Learning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Trustworthy learning with (un)sure annotation for lung nodule diagnosis with CT.

[BibT_eX]

[DOI]

Medical Image Anal., 2023

EgoHMR: Egocentric Human Mesh Recovery via Hierarchical Latent Diffusion Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Generalizable Movement Intention Recognition with Multiple Heterogeneous EEG Datasets.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Cross-Domain Self-Supervised Complete Geometric Representation Learning for Real-Scanned Point Cloud Based Pathological Gait Analysis.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2022

Egocentric Human Trajectory Forecasting With a Wearable Camera and Multi-Modal Fusion.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., 2022

Clustering Egocentric Images in Passive Dietary Monitoring with Self-Supervised Learning.

[BibT_eX]

[DOI]

Matilda Steiner-Asiedu

CoRR, 2022

Faithful learning with sure data for lung nodule diagnosis.

[BibT_eX]

[DOI]

CoRR, 2022

Re-thinking and Re-labeling LIDC-IDRI for Robust Pulmonary Cancer Prediction.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Learning with Limited and Noisy Data, 2022

Interpretable Lung Cancer Diagnosis with Nodule Attribute Guidance and Online Model Debugging.

[BibT_eX]

[DOI]

Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, 2022

Ego+X: An Egocentric Vision System for Global 3D Human Pose Estimation and Social Interaction Characterization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

PoseSDF: Simultaneous 3D Human Shape Reconstruction and Gait Pose Estimation Using Signed Distance Functions.

[BibT_eX]

[DOI]

Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Tackling Long-Tailed Category Distribution Under Domain Shifts.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Revisiting Self-Supervised Contrastive Learning for Facial Expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Cross-Subject and Cross-Modal Transfer for Generalized Abnormal Gait Pattern Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

MCDCD: Multi-Source Unsupervised Domain Adaptation for Abnormal Human Gait Detection.

[BibT_eX]

[DOI]

Yao Guo

Xiao Gu

Guang-Zhong Yang

IEEE J. Biomed. Health Informatics, 2021

Occlusion-Invariant Rotation-Equivariant Semi-Supervised Depth Based Cross-View Gait Pose Estimation.

[BibT_eX]

[DOI]

CoRR, 2021

TransAction: ICL-SJTU Submission to EPIC-Kitchens Action Anticipation Challenge 2021.

[BibT_eX]

[DOI]

CoRR, 2021

Indoor Future Person Localization from an Egocentric Wearable Camera.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Semi-Supervised Contrastive Learning for Generalizable Motor Imagery EEG Classification.

[BibT_eX]

[DOI]

Jinpei Han

Xiao Gu

Benny Lo

Proceedings of the 17th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2021

2020

Coupled Real-Synthetic Domain Adaptation for Real-World Deep Depth Enhancement.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Unsupervised Domain Adaptation for Position-Independent IMU Based Gait Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

EMG-based Abnormal Gait Detection and Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Human-Machine Systems, 2020

2019

3-D Canonical Pose Estimation and Abnormal Gait Recognition With a Single RGB-D Camera.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., 2019

Independent Decision Path Fusion for Bimodal Asynchronous Brain-Computer Interface to Discriminate Multiclass Mental States.

[BibT_eX]

[DOI]

IEEE Access, 2019

2018

Automatic Atrial Fibrillation Detection Based on Heart Rate Variability and Spectral Features.

[BibT_eX]

[DOI]

IEEE Access, 2018

A Modified Common Spatial Pattern Algorithm Customized for Feature Dimensionality Reduction in fNIRS-Based BCIs.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Markerless gait analysis based on a single RGB camera.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2018

2017

A wearable sensor system for neonatal seizure monitoring.

[BibT_eX]

[DOI]

Sidarto Bambang Oetomo

Wei Chen

Proceedings of the 14th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2017

Xiao Gu

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