Can we make learning machines that adapt quickly to new situations while retaining prior knowledge?
Eugene Belilovsky
- Assistant Professor
- Department of Computer Science and Software Engineering
- machine learning58
- deep learning20
- computer vision19
- neuroimaging18
- 3D reconstruction4
- pattern recognition21
- statistical modeling15
- e-learning25
- continual learning2
- distributed optimization
- natural language processing (NLP)15
- decentralized learning
- graphical models
- few-shot learning (FSL)
- wavelets3
- autonomous vehicles5
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Tien D. Bui
computer vision, biometrology, artificial intelligence (AI)
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Ching Yee Suen
pattern recognition, handwriting, design of type fonts
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Yang Wang
computer vision, machine learning, deep learning
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Mirco Ravanelli
deep learning, conversational AI, speech processing
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Mahdi S. Hosseini
deep learning, computer vision, computational pathology
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Charalambos (Charis) Poullis
computer vision, computer graphics, deep learning
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Hassan Rivaz
bioimaging, ultrasound elastography, image processing
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Thomas G. Fevens
bioimaging, deep learning, computer vision
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Ali Ayub
interactive machine learning, continual learning, human-computer interaction (HCI)
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Nizar Bouguila
computer vision, data analytics, machine learning
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Tiberiu Popa
computer graphics, computational geometry, 3D data acquisition technologies
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Yiming Xiao
bioimaging, biomedical engineering, image processing
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Salim Lahmiri
artificial intelligence (AI), data science, predictive analytics
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Arash Mohammadi
signal processing, information systems security, cyberphysical systems
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Leila Kosseim
computational linguistics, natural language processing (NLP), artificial intelligence (AI)
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Serguei A. Mokhov
Forensic Lucid, formal methods, software engineering
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Kaustubha Mendhurwar
computer graphics, 3D motion capture, 3D data acquisition technologies
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Volker Haarslev
knowledge organization, artificial intelligence (AI), natural language processing (NLP)
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Jun Cai
machine learning, distributed/parallel systems, energy efficiency
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Abdelhak Bentaleb
multimedia systems and communication, video streaming architecture, access networks
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Moussa Tembely
numerical simulation, multiphase flows, computational fluid dynamics
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Mohsen Farhadloo
machine learning, data mining, text analytics
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Jong Won Ma
construction engineering, construction management, construction automation
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Sabine Bergler
affect studies, artificial intelligence (AI), natural language processing (NLP)
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Krzysztof Dzieciolowski
business analytics, data science, artificial intelligence (AI)
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Jun Yan
smart grids, cyberphysical security, machine learning
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Joyce H. L. Lui
child and youth care, clinical psychology, socio-emotional development
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Simone Brugiapaglia
data science, computational mathematics, numerical analysis
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Gabriel Vigliensoni
music production technologies, machine learning, deep learning
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Yan Liu
big data, distributed/parallel systems, deep learning
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Tsz Ho Kwok
advanced 3D printing techniques, CAD/CAM, design automation
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Nawwaf Kharma
synthetic biology, machine learning, biological computing
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Krzysztof Skonieczny
planetary rovers, robotics, vehicle-terrain interactions
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Adel Jebali
Français langue seconde (FLS/FSL), second language acquisition, linguistic morphology
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Fred E. Szabo
computer-assisted math learning, math phobia, numeracy
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Hamid Taghavifar
connected autonomous vehicles (CAV), control systems, robotics
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Jamshid Etezadi-Amoli
multivariate statistics, business statistics, structural equation modeling
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Ré (Rachael) Mansbach
computational biophysics, molecular dynamics simulation, biophysical chemistry
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Cody Hyndman
mathematical finance, computational finance, machine learning
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Jason Bramburger
nonlinear dynamics, complex dynamic systems, bifurcation analysis