Guillaume-Alexandre Bilodeau

About Guillaume-Alexandre Bilodeau

Guillaume-Alexandre Bilodeau, With an exceptional h-index of 29 and a recent h-index of 21 (since 2020), a distinguished researcher at École Polytechnique de Montréal, specializes in the field of Computer vision, Machine Learning, Infrared-visible stereo, Object tracking, Object detection.

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

STDiff: Spatio-Temporal Diffusion for Continuous Stochastic Video Prediction

CenterDisks: Real-time instance segmentation with disk covering

Detection of Micromobility Vehicles in Urban Traffic Videos

STF: Spatio-Temporal Fusion Module for Improving Video Object Detection

1D-convolutional transformer for Parkinson disease diagnosis from gait

Transformer-Based Human Action Recognition with Dynamic Feature Selection

Real-time instance segmentation with polygons using an Intersection-over-Union loss

Multi-object tracking and segmentation with a space-time memory network

Guillaume-Alexandre Bilodeau Information

University

Position

Professor REPARTI Research Centre IVADO

Citations(all)

4203

Citations(since 2020)

2270

Cited By

2950

hIndex(all)

29

hIndex(since 2020)

21

i10Index(all)

71

i10Index(since 2020)

42

Email

University Profile Page

Google Scholar

Guillaume-Alexandre Bilodeau Skills & Research Interests

Computer vision

Machine Learning

Infrared-visible stereo

Object tracking

Object detection

Top articles of Guillaume-Alexandre Bilodeau

STDiff: Spatio-Temporal Diffusion for Continuous Stochastic Video Prediction

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Xi Ye
Xi Ye

H-Index: 1

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

CenterDisks: Real-time instance segmentation with disk covering

arXiv preprint arXiv:2403.03296

2024/3/5

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

Detection of Micromobility Vehicles in Urban Traffic Videos

arXiv preprint arXiv:2402.18503

2024/2/28

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

Nicolas Saunier
Nicolas Saunier

H-Index: 28

STF: Spatio-Temporal Fusion Module for Improving Video Object Detection

arXiv preprint arXiv:2402.10752

2024/2/16

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

1D-convolutional transformer for Parkinson disease diagnosis from gait

Neural Computing and Applications

2024/2

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

Transformer-Based Human Action Recognition with Dynamic Feature Selection

2023/6/6

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

Nicolas Saunier
Nicolas Saunier

H-Index: 28

Real-time instance segmentation with polygons using an Intersection-over-Union loss

2023/6/6

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

Multi-object tracking and segmentation with a space-time memory network

2023/6/6

Mehdi Miah
Mehdi Miah

H-Index: 0

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

Nicolas Saunier
Nicolas Saunier

H-Index: 28

GUILGET: GUI Layout GEneration with Transformer

arXiv preprint arXiv:2304.09012

2023/4/18

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

Jinghui Cheng
Jinghui Cheng

H-Index: 11

TopTrack: Tracking Objects By Their Top

arXiv preprint arXiv:2304.06114

2023/4/12

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

Video prediction by efficient transformers

Image and Vision Computing

2023/2/1

Xi Ye
Xi Ye

H-Index: 1

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

A unified model for continuous conditional video prediction

2023

Xi Ye
Xi Ye

H-Index: 1

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

VisiTherS: Visible-thermal infrared stereo disparity estimation of human silhouette

2023

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

Automating lichen monitoring in ecological studies using instance segmentation of time-lapse images

2023/12/15

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

HCT: Hybrid Convnet-Transformer for Parkinson's disease detection and severity prediction from gait

arXiv preprint arXiv:2310.17078

2023/10/26

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

MTGR: Improving Emotion and Sentiment Analysis with Gated Residual Networks

2022/8/21

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

Transformers for 1D signals in Parkinson’s disease detection from gait

2022/8/21

Mehdi Miah
Mehdi Miah

H-Index: 0

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

Vptr: Efficient transformers for video prediction

2022/8/21

Xi Ye
Xi Ye

H-Index: 1

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

Improving tracking with a tracklet associator

2022/5/31

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

Gilles Pesant
Gilles Pesant

H-Index: 18

4d-multispectralnet: Multispectral stereoscopic disparity estimation using human masks

arXiv preprint arXiv:2204.09089

2022/4/19

Guillaume-Alexandre Bilodeau
Guillaume-Alexandre Bilodeau

H-Index: 21

See List of Professors in Guillaume-Alexandre Bilodeau University(École Polytechnique de Montréal)

Co-Authors

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