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Topic	Faculties/Institutes	Service(s)	Promoter(s)
Approche normative pour l’utilisation de la brique de réemploi dans le secteur de la restauration du patrimoine bâti Doctorate	FPMS, NUMEDIART, RISQUES	Architectural and Urban Engineering	Laurent Debailleux
Separation of sound sources by non-negative matrix factorization. Doctorate	FPMS, NUMEDIART	Mathematics and Operational Research	Xavier Siebert, Nicolas Gillis
Active learning: theoretical aspects and application to multimedia annotation Doctorate Post-doctorate	FPMS, NUMEDIART	Mathematics and Operational Research	Xavier Siebert
Artificial Intelligence (AI) for Smart Applications in Augmented Reality (AR) Intelligence Doctorate Post-doctorate	FPMS, NUMEDIART	Circuit Theory and Signal Processing Unit	Stéphane Dupont
Computational Creativity: Deep Learning for Computer Generation and Manipulation of Photographs, Videos, 3D Doctorate Post-doctorate	FPMS, NUMEDIART	Circuit Theory and Signal Processing Unit	Stéphane Dupont
Virtual Agents and Anthropomorphism: Expressivity, Emotions, Opinions, and Beyond Doctorate Post-doctorate	FPMS, NUMEDIART	Circuit Theory and Signal Processing Unit	Stéphane Dupont
Grounded Semantic Simulation using Deep Learning Doctorate Post-doctorate	FPMS, NUMEDIART	Circuit Theory and Signal Processing Unit	Stéphane Dupont
Full 3D Scenes Modelling and Semantic Understanding/Labelling using Advanced Deep Learning Doctorate Post-doctorate	FPMS, NUMEDIART	Circuit Theory and Signal Processing Unit	Stéphane Dupont
Innovative Query Modes for Audiovisual Content Search Engines using Deep Learning Doctorate Post-doctorate	FPMS, NUMEDIART	Circuit Theory and Signal Processing Unit	Stéphane Dupont
Audiovisual Signal Processing Informed by Semantic Understanding using Deep Learning Doctorate Post-doctorate	FPMS, NUMEDIART	Circuit Theory and Signal Processing Unit	Stéphane Dupont
AI for Situated Agents and Robots Doctorate Post-doctorate	FPMS, NUMEDIART	Circuit Theory and Signal Processing Unit	Stéphane Dupont
AI with Common Sense though Multimodal Interactive Deep Learning Doctorate Post-doctorate	FPMS, NUMEDIART	Circuit Theory and Signal Processing Unit	Stéphane Dupont
La manière d’intégrer des informations de haut niveau (mémorabilité, esthétisme, détection d’objets, concepts et actions) avec des informations de bas niveau afin d’obtenir une machine possédant une perception de son environnement cohérente avec la perception que les humains en ont Doctorate Post-doctorate	FPMS, NUMEDIART	Circuit Theory and Signal Processing Unit	Matei Mancas
Configurable low-latency low power video processing architecture for star-tracking based LEO navigation systems Doctorate	FPMS, INFORTECH, NUMEDIART	Electronics and Microelectronics Unit	Carlos Valderrama
New strategies for fast and accurate simulation models of MOS transistors and complex circuit based on system identification and characterization methodologies Doctorate	FPMS, INFORTECH, NUMEDIART	Electronics and Microelectronics Unit	Carlos Valderrama
Rapid deployment of configurable hardware: programming framework and accelerators for fast deployment of low latency low-power FPGA-based video processing algorithms Doctorate	FPMS, INFORTECH, NUMEDIART	Electronics and Microelectronics Unit	Carlos Valderrama
Embedded system architectures for artificial neural networks Doctorate Post-doctorate	FPMS, INFORTECH, NUMEDIART	Electronics and Microelectronics Unit	Carlos Valderrama
Embedded systems in dense data networked systems Doctorate Post-doctorate	FPMS, INFORTECH, NUMEDIART	Electronics and Microelectronics Unit	Carlos Valderrama
Constrained Low-Rank Matrix Approximations: Theoretical and Algorithmic Developments for Practitioners Doctorate Post-doctorate	FPMS, INFORTECH, NUMEDIART	Mathematics and Operational Research	Nicolas Gillis
Reconfigurable low-latency real-time matching engines Doctorate	FPMS, INFORTECH, NUMEDIART	Electronics and Microelectronics Unit	Carlos Valderrama
Ambient assisted living deep learning development platforms Doctorate	FPMS, INFORTECH, NUMEDIART	Electronics and Microelectronics Unit	Carlos Valderrama

Approche normative pour l’utilisation de la brique de réemploi dans le secteur de la restauration du patrimoine bâti

Doctorate

FPMS, NUMEDIART, RISQUES

Architectural and Urban Engineering

Laurent Debailleux

Separation of sound sources by non-negative matrix factorization.

Doctorate

FPMS, NUMEDIART

Mathematics and Operational Research

Xavier Siebert, Nicolas Gillis

Active learning: theoretical aspects and application to multimedia annotation

Doctorate Post-doctorate