Learning PDF Document Structures using Recursive Neural Networks

Portable Document Format or PDF is the de facto standard for presenting textual-visual content. In this project, we aim to develop a machine learning framework for PDF document understanding. Despite the recent proliferation of deep learning-based methods for the analysis and processing of natural images, there have been considerably less efforts on designing similar approaches […]

Read More
Efficient implementation of compact deep neural networks for mobile applications

Computer vision has become part of our daily life with applications in surveillance cameras, medical imaging, self-driving cars, and so on. Recently, deep convolutional neural networks (CNNs) have shown substantial progress in many vision applications such as image recognition and object detection. Utilizing CNNs from 2012 have reduced the error of image recognition dramatically which […]

Read More
Étude comparative des écosystèmes d’intelligence artificielle de Montréal et Paris : le rôle du processus de légitimation culturelle et du discours éthique

Cette recherche a pour but de documenter les particularités des écosystèmes d’innovation de Montréal et Paris constitués de relations entre trois secteurs (privé, universitaire et gouvernemental), afin de comprendre le rôle du processus de légitimation culturelle, en particulier dans la production d’un discours éthique sur l’intelligence artificielle. Grâce à la collecte de témoignages provenant des […]

Read More
Transitioning from Print to Interactive Digital Publishing

PUBLIC is an innovative print periodical with a 25 year history exploring the intersection between art, design, technology and contemporary culture. This Mitacs fellowship will develop the journal’s open access interactive web platform, PUBLIC:PORTAL, using information visualization and design to showcase the journal’s cutting-edge collaborative and cross-disciplinary work. This project designs and tests graphical user […]

Read More
Narco-cinéma mexicain et corps féminins: un paradigme patriarcal revisité

Mon projet de recherche porte sur la représentation des personnages féminins dans le narco-cinéma mexicain, un sous-genre de cinéma populaire qui thématise la vie des narcotrafiquants. Le narco-cinéma est consommé par des millions de personnes provenant des classes populaires mexicaines et états-uniennes, et a conséquemment un impact considérable sur l’imaginaire de ces classes. Je cherche […]

Read More
De la vulgarisation scientifique à l’expertise des organisations à but non lucratif : les défis et enjeux du communicateur professionnel dans la production de contenu sensible grand public.

La vulgarisation scientifique suppose de préparer du contenu dit « expert » en vue d’être diffuser et lu par des publics non experts. Ce passage vers un contenu profane demande de comprendre l’information d’origine, mais également des différents publics auxquels il s’adressera : il faut alors communiquer un message pertinent pour ce public au regard […]

Read More
A data visualization framework to leverage text and knowledge graphs

The goal of this work will be to explore different ways to visualize and interact with knowledge extracted automatically from very large heterogeneous document collections. This extracted knowledge will be in the form of a multi-attribute graph of extracted entities and relationships between them. These relationships will be associated with both temporal and spatial information. […]

Read More
Mobile Application Support for an Outdoor Agriculture Expo’s Temporary Cluster Functions

The Agriculture and Agri-Food System of Canada (AAFS) is an important component of the Canadian economy. Outdoor agricultural shows have moved from their simple marketplace roots to places that facilitate increased productivity, accelerated innovation and business formation. Central to these functions is the geographic concentration of stakeholders. With the growth in show size, supporting effective […]

Read More
Stage de formation professionnelle en édition et recherche en archives

Le projet de recherche d’Olivier Séguin-Brault comporte trois volets : 1) un stage de formation en édition où il s’initiera et collaborera activement à toutes les étapes de la production, de l’impression et de la diffusion de la revue scientifique “L’Année rabelaisienne”; 2) un stage de recherche dans les archives de sept bibliothèques spécialisées de […]

Read More
Tokens, cryptocurrencies, and cash: new forms of currency and the establishment of their value in the platform economy

This project explores the use of new forms of currency and revenue models in the context of online platforms, looking for their different economic and symbolic implications. By looking at an adult website that broadcasts amateur sexcams, this research asks how money – tokens, crypto currencies and traditional currencies, are experienced there, querying their different […]

Read More
Efficient and low-complexity video coding for virtual reality and 360-degree video streaming – Year two

Virtual reality (VR) and augmented reality (AR) offer a unique immersive video experience by providing 360-degree video in a panoramic view. Limited bandwidth, demanding high quality, encoder delay, network latency and lack of standards are the main problems to deliver true VR immersive experience. To address these challenges, in this research, we intend to design […]

Read More