Weakly supervised representation learning for sequential and composite actions.

Camera enabled AI-based personal assistants will need to recognize human actions in order to be safe and effective. Current machine learning approaches for action recognition require extensive datasets of annotated videos that depicting the actions to be recognized. Such datasets are expensive to acquire. The goal of this project is to decrease the annotation required […]

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Optimisation multi-objective de I’utilisation du gaz de synthese issu de la gazeification de la biomasse dans Ie contexte de la bioraffinerie forestiere integree et verte

La bioraffinerie forestiere integree et verte (BRFIV) est un complexe industriel integre capable de transformer de la biomasse par divers procedes de conversion en une grande variete de produits tout en eliminant I’utilisation de I’energie fossile et tout en reduisant les emissions de gaz a effet de serre par I’utilisation rationnelle de I’energie. Parmi les […]

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Process design and optimization of a bioethanol plant

Le bioraffinage forestier consiste a valoriser les principaux composes chimiques issus du bois pour la production de biocarburant, d’energie et de produits chimiques de specialite. Un concept de plus en plus etudie concernant les bioraffineries de 2eme generation est celui de bioraffinage integre. Parmi les differents concepts de bioraffinerie integree actuellement a l’etude, on peut […]

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Use of Nanocellulose for Treating Fines Dominated Oil Sand Tailings Deposits

Reclamation of oil sands fluid fine tailings (FFT) ponds is challenging due to the slow rate of natural consolidation of the suspended sediments generated during the extraction process. In order to reclaim tailings ponds, the shear strength of the sediments must first be increased to make the surface trafficable, at which point further reclamation work […]

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La gestion du climat

La mission de Muclitech est de concevoir, produire et fournir des équipements de gestion du climat se démarquant par leur ingéniosité, leur adaptabilité et leur qualité, répondant en cela aux besoins et attentes d’une clientèle nationale et internationale à la recherche de solutions innovantes. Principales activités de Muclitech Accompagner le producteur agricole dans la conception […]

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Advanced Text Clustering Algorithm for Aircraft Applications

CaseBank provides a service called ChronicX™ to the airline industry for the purpose of detecting and managing repeat defects, i.e. faults that have eluded resolution repeatedly. Each night, airlines upload their raw maintenance records to the CaseBank server. ChronicX applies text mining methods to eliminate irrelevant records, and search for defects that are repeat occurrences […]

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Efficient Learning Methods for Multimodal Understanding

The main focus of this research is to develop representation learning architectures and algorithms that can help perform various multimodal understanding tasks, and at the same time reduce the need for human supervision in the form of costly annotations. To achieve this goal, a learning system must be able to: (1) learn new tasks or […]

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Fabrication of multilayer antibacterial PHBV-based micro-nanofibre through the electrospinning technique

Due to the prevalence of coronavirus and the spread of Covid-19 disease, the use of masks has increased significantly, which due to the more disposable use of these masks, environmental hazards have increased significantly. Therefore, the production of high-performance masks in the field of antimicrobials is very important. In this project, we investigate suitable biodegradable […]

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Co-Ordination of Steel Production Operationsfor Increased Throughput

This project aims to improve the throughput of the production system at ArcelorMittal through better coordination between the production operations. The project proposes a sophisticated discrete-event simulation model to analyze the impact of all important parameters of the production system, such as steel temperature, furnace heat duration, ladle movements, and heat loss at ladle. Several […]

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