Étudiants

 
Name Program Advisor Research  @
Soufiane Belharbi Postdoctoral fellow Eric Granger, Ismail Ben Ayed, and Luke McCaffrey (Mcgill) Weakly supervised deep learning in biological/medical image analysis. Courriel

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Imtiaz Ziko PhD Ismail ben Ayed and Eric Granger Efficient clustering for large scale applications. Courriel

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Madhu Kiran PhD Eric Granger Head tracking for real-time video surveillance applications. Courriel
Faniya Mokhayeri PhD E. Granger, G.-A. Bilodeau Synthetic Face Generation for Still to Video Face Recognition. Courriel

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Roghayeh Soleymani PhD Eric Granger and Giorgio Fumera Machine Learning, Imbalanced Data, Classifier Ensembles, Performance Measurement, Video-Based Face Recognition, Deep Learning.. Courriel

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Kuldeep Kumar PhD Christian Desrosiers Human brain fingerprinting, Medical Image Analysis, Brain Connectivity. Courriel

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Idrissa COULIBALY PhD Richard Lepage and Michèle St-Jacques (Major Disaster; Images Satellites (Optical & Radar); Change Detection; Local Binary Pattern; OC-SVM and AdaBoost). Courriel

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CAO Hongliu (Léo) PhD Robert Sabourin Machine learning for Radiomics (cancer treatement). Courriel

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Luiz Gustavo Hafemann PhD Robert Sabourin Learning features for Offline Handwritten Signature Verification. Courriel

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ALLOGNON Odilon PhD Alessandro lameiras-Koerich Deep learning; Multimodal; Pattern Recognition. Courriel

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Hoel Kervadec PhD Ismail Ben Ayed and Jose Dolz Deep learning models for medical image segmentation. Courriel

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Alexandre Reeberg de Mello PhD Alessandro Lameiras Koerich Incremental multicategory SVM for streaming imbalanced data. Courriel

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Abdusami Abdurahman PhD Patrick Cardinal Language Identification. Courriel

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Patrice Boucher PhD Patrick Cardinal Human Stress Modelisation. Courriel

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Hiba ZAKANE Ph.D. Robert Sabourin Optimizing the dynamic selection systems (Pattern Recognition, Mathematical Optimization, Multiple Classifier Systems). Courriel

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Karthik Gopinath Ph.D. Hervé Lombaert and Christian Desrosiers Geometric Deep learning and shape analysis for medical image analysis. Courriel

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Saypraseuth Mounsaveng Ph.D. Marco Pedersoli Clustering methods for weakly supervised image segmentation. Courriel

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Akhil P M PhD Marco Pedersoli, Eric Granger Object Detection with Weakly-supervised Deep Architectures. Courriel

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Gnana Praveen R PhD Eric Granger and Patrick Cardinal Weakly Supervised Learning for SpatioTemporal Expression Recognition. Courriel

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Bach Kim PhD Jose Dolz, Christian Desrosiers and Pierre-Marc Jodoin (Univ. of Sherbrooke) Privacy preserving for continual learning. Courriel

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Abdur R Fayjie PhD Jose Dolz and Ismail Ben Ayed Few shot semantic segmentation. Courriel

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Sukesh Adiga PhD Jose Dolz and Hervé Lombaert Geometry of Medical Imaging Data in very Large Datasets. Courriel

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Reza Azad PhD Jose Dolz and Marco Pedestroli Few shot continual learning. Courriel

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Steve Tsham Mpinda Ataky PhD Alessandro Koerich A large-scale breast mass analysis and diagnosis based on machine learning and deep-learning techniques. Courriel

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Jonathan de Matos PhD Alessandro Koerich Multi-View Deep Neural Networks. Courriel

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Mohammad Esmaeilpour PhD Alessandro Koerich Towards Deep Learning Models Robust to Adversarial Attacks. Courriel

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Sevegni Odilon Clement Allognon PhD Alessandro Koerich Deep Multimodal Representation Learning from Raw Data. Courriel

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Voncarlos Marcelo de Araujo PhD Alessandro Koerich Hierarchical Deep Neural Networks. Courriel

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Sajjad Abdoli PhD Alessandro Koerich Novel Deep Architectures for Audio Processing. Courriel

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Thiago Paixão PhD Alessandro Koerich Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents. Courriel

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Rafooneh Jafarian Bahri MSc Patrick Cardinal and Eric Granger Affective Computing using Machine learning. Courriel

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Jerome Rony MSc Éric Granger and Ismail Ben Ayed Weakly-supervised models for breast cancer prediction. Courriel

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Marzieh Rokooie MSc Matthew Toews Medical Image Visualization. Courriel

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Francis Charette Migneault M. Ing. Éric Granger Real-Time Face Recognition in Video from a Single Sample Per Person. Courriel

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Juan David Silva Ortega MSc Patrick Cardinal Fusion methods in Emotion Detection. Courriel

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Frank Hafner MSc Eric Granger Person Re-Identification between Sensors. Courriel

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Mohsen Benlazreg MSc Matthew Toews Automatic classification of medical images for computer-assisted diagnosis Courriel

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Bruce Cyusa Mukama MSc Jose Dolz and Ismail Ben Ayed Curriculum semantic segmentation. Courriel

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Jauffray Bruneton MSc Jose Dolz Active domain adaptation with quality control segmentation on unlabelled data. Courriel

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Wissam Salamé MSc Jose Dolz and Marco Pedestroli Efficient search of optimal neural networks. Courriel

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Tiphaine Diot MSc Jose Dolz and Christian Desrosiers Machine Learning for a system to analyse neurological disorders. Courriel

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Mounir Mazouari MSc Alessandro Koerich Predictive Model for Train Engine Maintenance. Courriel

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Karl Ritchie MSc Alessandro Koerich An SVM Algorithm for Distributed Machine Learning. Courriel

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Mehdi Alloune MSc Alessandro Koerich 1D CNN Architectures for Music Emotion Recognition. Courriel

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Thomas Teixeira MSc Alessandro Koerich Space-Temporal DNNs for Facial Expression Recognition. Courriel

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