4 citations · 7 across the 15 of their papers we have counts for
4 papers · 1 filter
STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction
Xi Ye, Guillaume-Alexandre Bilodeau
Predicting future frames of a video is challenging because it is difficult to learn the uncertainty of the underlying factors influencing their contents. In this paper, we propose…
1D-Convolutional transformer for Parkinson disease diagnosis from gait
Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau
This paper presents an efficient deep neural network model for diagnosing Parkinson's disease from gait. More specifically, we introduce a hybrid ConvNet-Transformer architecture t…
Automating lichen monitoring in ecological studies using instance segmentation of time-lapse images
Safwen Naimi, Olfa Koubaa, Wassim Bouachir +5
Lichens are symbiotic organisms composed of fungi, algae, and/or cyanobacteria that thrive in a variety of environments. They play important roles in carbon and nitrogen cycling, a…
HCT: Hybrid Convnet-Transformer for Parkinson's disease detection and severity prediction from gait
Safwen Naimi, Wassim Bouachir, Guillaume-Alexandre Bilodeau
In this paper, we propose a novel deep learning method based on a new Hybrid ConvNet-Transformer architecture to detect and stage Parkinson's disease (PD) from gait data. We adopt…