Deep Neural Networks for Local Editing of Facial Polygon Meshes

Artists in the industry are eager for tools to simplify the modeling of faces for 3D characters. For a while, researchers, including ourselves, used blend shape style models for reconstructing and modeling faces. More recently, researchers investigated using Artificial Intelligence (AI) models, again mostly for face reconstruction from images. AI is more able to properly […]

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Sales Micro-Patterns: ML-driven detection of deviant Store/SKU sales patterns

For almost a century, Canadian Tire has been offering products and services to help Canadians with the jobs and joys of life in Canada. Today, with a network of over 1,700 retail locations, Canadian Tire is dedicated to improving products and services offered to the community they serve. With this project, the company aims to […]

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Investigation and Development of an Automated Testing Platform for Digitally Implemented Clinical Guidelines in the Health Level (HL7) Fast Healthcare Interoperability Resources (FHIR) Standard

The project partner, JuniperCDS (Juniper), is a digital health company that is developing a care and treatment planning (software) application called JuniperCDS, which is a clinical decision support software solution that enables clinicians to create meaningful, person-centric care plans by delivering in-context recommendations based on the latest clinical guidelines at the point of care. A […]

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Evaluation of Therapeutic Natural Killer cells

Cellular immunotherapy has yielded numerous clinical benefits in treating cancer. While many successes involve CAR T cells, unfortunately this potent anticancer cell therapy can cause serious and even fatal complications. Another immune cell, the natural killer cell (NK), may lead to effective treatment without unwanted side-effects. Furthermore, the use of stem cell-derived NKs provides additional […]

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Système de mise à jour de la cartographie routière basé sur les données géospatiales ouvertes

E-SMART conçoit un écosystème de produits qui offre aux flottes de camions une façon innovante d’assurer le respect des limites de vitesse par les conducteurs de camion. Dans le cadre de ce projet, la compagnie souhaite développer une technologie permettant d’utiliser la cartographie publique, par exemple OpenStreetMap (OSM) et de faire la mise en correspondance […]

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Randomized Controlled Trial of a Behavior Change Intervention to Increase Aerobic and Resistance Exercise and Quality of Life in Older Prostate and Breast Cancer Survivors: The OutPACE Trial

Age is a key factor in cancer burden, with 28% of new cancer cases and 22% of cancer deaths occurring in individuals between the ages of 60-69. Despite this, little research has examined cancer survivorship in older adults. This is unfortunate, as older cancer survivors experience poorer quality of life, functional status, and general health […]

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Leveraging the Canadian Longitudinal Study on Aging to Support Healthy Aging Programming in the Community-Based Seniors’ Services Sector

Transportation problems are one of the most common barriers, after health problems, that prevent older Canadians from participating in more social, recreational, or group activities. United Way Healthy Aging is working closely with the community-based seniors’ services sector to bring solutions to seniors’ transportation. Through the Better at Home program, United Way Healthy Aging supports […]

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Data-driven prediction of project issues using AI

A considerable percentage of BNC projects are impacted by stoppages, re-adjustments and delays. Such issues are often communicated too late to prevent significant losses or facilitate the reallocation of funding to maximize value creation for the bank and its clients. The majority of delivery metrics (risk, statuses, stakes) that help to anticipate strategic issues and […]

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Générer des images de haute qualité des produits de chez Portes Milette à l’aide de méthode traditionnelles et d’apprentissage machine.

Ce projet vise à générer des images de haute qualité, des différentes portes de chez Portes Milette. L’entreprise permet à ses clients de choisir une multitude de paramètres afin de personnaliser ses modèles de portes. Les clients ont accès à des millions de combinaisons de paramètres possibles. La visualisation de ces portes personnalisées par le […]

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Semi-automated texture synthesis from multi-scale inputs

As virtual worlds grow larger and more detailed, complex content generation is becoming a key issue for media production industries. Creating and populating these virtual scenes with various and detailed 3D entities coherent with their environment is a difficult and time-consuming task mainly based on manual authoring. Developing novel tools that are able to scale […]

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Improving GFlowNets for low data drug discovery

GFlowNets are generative networks that consider the generation process as a flow network. They are theoretically better at handling the difficult cases of sampling different modes of a distribution and when different sampling trajectories can yield the same final state. In this work, we hope to explore various improvements to GFlowNets to make them suitable […]

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