Xiao Gu

Xiao Gu

Imperial College London

H-index: 12

Europe-United Kingdom

About Xiao Gu

Xiao Gu, With an exceptional h-index of 12 and a recent h-index of 12 (since 2020), a distinguished researcher at Imperial College London, specializes in the field of Biomedical Signal Processing, Deep Learning, Pervasive Healthcare, AI for Healthcare.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Survey of Wearable Lower Extremity Neurorehabilitation Exoskeleton: Sensing, Gait Dynamics, and Human–Robot Collaboration

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

Beyond supervised learning for pervasive healthcare

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

Generalizable Movement Intention Recognition with Multiple Heterogeneous EEG Datasets

EgoHMR: Egocentric Human Mesh Recovery via Hierarchical Latent Diffusion Model

Egocentric image captioning for privacy-preserved passive dietary intake monitoring

Egofish3d: Egocentric 3d pose estimation from a fisheye camera via self-supervised learning

Xiao Gu Information

University

Position

___

Citations(all)

457

Citations(since 2020)

447

Cited By

69

hIndex(all)

12

hIndex(since 2020)

12

i10Index(all)

16

i10Index(since 2020)

16

Email

University Profile Page

Google Scholar

Xiao Gu Skills & Research Interests

Biomedical Signal Processing

Deep Learning

Pervasive Healthcare

AI for Healthcare

Top articles of Xiao Gu

A Survey of Wearable Lower Extremity Neurorehabilitation Exoskeleton: Sensing, Gait Dynamics, and Human–Robot Collaboration

2024/3/14

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

IEEE Journal of Biomedical and Health Informatics

2023/11/27

Xiao Gu
Xiao Gu

H-Index: 5

Benny Lo
Benny Lo

H-Index: 31

Beyond supervised learning for pervasive healthcare

2023/7/20

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

2023

Generalizable Movement Intention Recognition with Multiple Heterogeneous EEG Datasets

2023/5/29

Xiao Gu
Xiao Gu

H-Index: 5

Benny Lo
Benny Lo

H-Index: 31

EgoHMR: Egocentric Human Mesh Recovery via Hierarchical Latent Diffusion Model

2023/5/29

Egocentric image captioning for privacy-preserved passive dietary intake monitoring

IEEE Transactions on Cybernetics

2023/3/6

Egofish3d: Egocentric 3d pose estimation from a fisheye camera via self-supervised learning

IEEE Transactions on Multimedia

2023/2/6

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

Medical Image Analysis

2023/1/1

Clustering egocentric images in passive dietary monitoring with self-supervised learning

2022/9/27

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

2022/9/22

Re-thinking and re-labeling LIDC-IDRI for robust pulmonary cancer prediction

2022/9/15

Egocentric human trajectory forecasting with a wearable camera and multi-modal fusion

IEEE Robotics and Automation Letters

2022/7/4

Posesdf: Simultaneous 3d human shape reconstruction and gait pose estimation using signed distance functions

2022/5/23

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

2022/10/23

Tackling long-tailed category distribution under domain shifts

2022/10/23

Revisiting Self-Supervised Contrastive Learning for Facial Expression Recognition

arXiv preprint arXiv:2210.03853

2022/10/8

Xiao Gu
Xiao Gu

H-Index: 5

Benny Lo
Benny Lo

H-Index: 31

A Novel Active Human Echolocation Device

2022/9/27

Indoor future person localization from an egocentric wearable camera

2021/9/27

Occlusion-invariant rotation-equivariant semi-supervised depth based cross-view gait pose estimation

arXiv preprint arXiv:2109.01397

2021/9/3

See List of Professors in Xiao Gu University(Imperial College London)

Co-Authors

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