Contexte
At the edge between computer science and applied mathematics, Artificial Intelligence (AI) is a constantly growing field, and its recent advances are highly impressive. Its goal is to create intelligent agents or systems capable of operating on their own to achieve difficult goals, such as decision-making or creation tasks. This can be done using the modeling of knowledge and of reasoning mechanisms and/or by relying on statistical learning (from Bayesian models to Deep Learning) where the training data is either collected at once or on the fly. Besides developing these methods, competitive research on their reliability is of primary interest.
Combined with Visual Computing techniques, a part of computer science which studies the processing and simulation of visual information in all its forms (from images and videos to 3D virtual worlds), Artificial Intelligence leads to strong societal impact applications, as for instance:
- Searching the mass of online audio-visual contents, to process, edit or re-arrange them, leading to the creation of new interactive educational or cultural media;
- Controlling drones or autonomous vehicles so that they move according to the surrounding dynamic environment and to some pre-specified rules;
- Synthesizing virtual 3D characters for gaming, online retailing, serious games and simulators, with behaviors matching to some extent those of real humans;
- Designing, fabricating and controlling soft robots dedicated to various difficult tasks, from personal assistance to micro-surgery.
Objectif
The graduate degree Artificial Intelligence and Advanced Visual Computing will provide you with an in-depth understanding of the most recent Artificial Intelligence techniques together with the ability to implement them efficiently. This program responds to the growing demand by companies which aim to recruit researchers and engineers who are able to create new original AI algorithms which are computationally competitive. The particular focus put on visual computing in this training will naturally lead students toward applications related to image processing, virtual worlds, conversational agents or drone navigation.contenu
This new Master curriculum (opening in September 2018) will strongly focus on Artificial Intelligence, including statistical learning and applications to data science. It will also cover the complementary field of advanced Visual Computing, including 3D computer graphics, virtual and augmented reality, multimodal interaction, computer vision, robotics, and 3D Fabrication, which either make use, or lead to the development of novel AI methods. This curriculum in Artificial Intelligence and Visual Computing is therefore at the heart of digital sciences and of its most promising, recent applications.domaines d'enseignement
Mathématiques appliquées, Informatique.compétences acquises
The graduate degree Artificial Intelligence and Advanced Visual Computing will provide you with an in-depth understanding of the most recent Artificial Intelligence techniques together with the ability to implement them efficiently. This program responds to the growing demand by companies which aim to recruit researchers and engineers who are able to create new original AI algorithms which are computationally competitive. The particular focus put on visual computing in this training will naturally lead students toward applications related to image processing, virtual worlds, conversational agents or drone navigation.métiers
Upon graduation, students are expected to pursue with a PhD thesis or to join a company directly. Here is a non-exhaustive list of industries that are interested in the profile of students in AI:
- Digital applications for smartphones, computers, or personal assistants (Google, Facebook, Shazam, Apple, Snap);
- Control of autonomous vehicles, drones and robots (Valeo, Audi, Google, BMW);
- Virtual reality, image & video editing, design and simulation of 3D virtual worlds (Ubisoft, Dassault systems, Microsoft, Adobe, Sony, Nintendo)
- E-commerce and online advertisement (Criteo, Amazon, Google, Teads, Cdiscount, FNAC, eBay)
- Financial, banking and insurance sector (BNP Paribas, Société Générale, Barclays, HSBC, AXA).
Although not listed here, many start-ups are in demand of high-quality profiles in Artificial Intelligence and advanced visual computing.
débouchés
Upon graduation, students are expected to pursue with a PhD thesis or to join a company directly. Here is a non-exhaustive list of industries that are interested in the profile of students in AI:
- Digital applications for smartphones, computers, or personal assistants (Google, Facebook, Shazam, Apple, Snap);
- Control of autonomous vehicles, drones and robots (Valeo, Audi, Google, BMW);
- Virtual reality, image & video editing, design and simulation of 3D virtual worlds (Ubisoft, Dassault systems, Microsoft, Adobe, Sony, Nintendo)
- E-commerce and online advertisement (Criteo, Amazon, Google, Teads, Cdiscount, FNAC, eBay)
- Financial, banking and insurance sector (BNP Paribas, Société Générale, Barclays, HSBC, AXA).
Although not listed here, many start-ups are in demand of high-quality profiles in Artificial Intelligence and advanced visual computing.
Parcours
- LAN511JAP Japonais niveau Débutant 3
- LAN611ESP01 JE1 - Espagnol Débutant
- MScT-AI-ViC-MScT2 Artificial Intelligence and Advanced Visual Computing - MScT 2A
- MScT-AI-ViC-S3 MScT AI-ViC - Semestre 3
- MAP630 Refreshers Course in Statistics
- INF630 Refresher Course in Computer Science
- MAP/INF631 Deep Learning
- INF631 Analysis and Deep Learning on Geometric Data
- INF632 Natural Language Processing — methods and applications
- INF633 Advanced 3D Graphics
- INF649 Computer Vision
- HFC567 Techno-Politics
- HFC566B Advanced French politics
- HFC568 Sociology of energy transitions: innovation, socio-technical change and controversies in the energy sector
- HFC553 The Myth of Paris in French Imagination
- HFC554 Debating
- HFC5XX Introduction to French Music
- HFC564B Comparative Politics
- HFC569B Dark sides of the City of Lights
- HFC565 Humour
- HFC559 Philosophy of Science Fiction
- HFC559B Dark sides of the City of Lights
- MIE630 Seminar on Ethical Issues and Novel Applications of AI
- INF639 Deep Reinforcement Learning
- HFC550 French Theory
- HFC556B Introduction to French Politics
- MScT-AI-ViC-S4 MScT AI-ViC - Semestre 4
- INF641 Introduction to the verification of neural networks
- INF642 Socio-emotional Embodied Conversational Agents
- INF643 Soft robots: Simulation, Fabrication and Control
- INF644 Virtual/Augmented Reality & 3D Interactions
- MIE630 Seminar on Ethical Issues and Novel Applications of AI
- HFC560B French thinking: difference, bodies, power
- MIE630 Seminar on Ethical Issues and Novel Applications of AI
- MAP/INF630 Case Studies in Artificial Intelligence and Visual Computing
- MAP/INF690 M2 Internship for Artificial Intelligence and Visual Computing
- HFC550B Principles and history of Geopolitics
- HFC561 Representing the Self: From Montaigne to Selfies
- INF657G Navigation for Autonomous systems
- MScT-AI-ViC-S3 MScT AI-ViC - Semestre 3
- LAN671ANG03 JE1 - Mathematicians in History and Cinema
- MScT-SPO553 Boxing
- MScT-SPO558 Weight training / Cross training
- MScT-SPO557 Badminton
- MScT-SPO556 Rowing
- LAN611FLE02 MA1 - A0/A1 - Langue française et civilisation
- LAN671ANG02 JE1 - Game Changer
- LAN631FLE02 JE3 - A2/B1 - Langue française et civilisation
- LAN611FLE05 JE6 - A0/A1 - Langue française et civilisation
- LAN651FLE02 JE3 - B1/B2 - Langue française et civilisation
- MScT-SPO554 Climbing
- LAN631FLE01 MA1 - A2 - Langue française et civilisation
- MScT-SPO551 Multi Activity - Raid
- LAN651FLE01 JE1 - B1/B2 - Langue française et civilisation
- LAN611ALL01 JE1 - Allemand Débutant
- MScT-SPO559 Horseback Riding (Gallop 4 level min)
- MScT-SPO552 Swimming
- MScT-AI-ViC-MScT1 Artificial Intelligence and Advanced Visual Computing - MScT 1A
- MScT-AI-ViC-S1 MScT AI-ViC - Semestre 1
- MIE556 Introduction to Marketing and Strategy
- HFC551B Multicultural France
- HFC552 Aspects of Comparative Commercial Law
- INF554 Apprentissage Automatique et Profond
- INF573 Analyse d'Image et Vision par Ordinateur
- INF574 Représentations Numériques et Analyse de Formes
- HFC556 Introduction to French Politics
- MAP555 Traitement du Signal : de Fourier à l'Apprentissage Machine
- INF555 Modélisation basée sur des Contraintes et Algorithme pour l’aide à la décision
- HFC551 French Crime
- MAP538 Refresher Course in Artificial Intelligence (Applied Maths)
- INF538 Refresher Course in Artificial Intelligence (Computer Science)
- HFC568 Sociology of energy transitions: innovation, socio-technical change and controversies in the energy sector
- HFC553 The Myth of Paris in French Imagination
- HFC554 Debating
- HFC5XX Introduction to French Music
- HFC564B Comparative Politics
- HFC569B Dark sides of the City of Lights
- HFC565 Humour
- HFC559 Philosophy of Science Fiction
- HFC559B Dark sides of the City of Lights
- MIE555 Principes fondamentaux de la stratégie et de l'innovation
- HFC550 French Theory
- HFC556B Introduction to French Politics
- INF556 Analyse de Données Topologiques
- MAP553 Bases de l'Apprentissage Automatique
- MScT-AI-ViC-S2 MScT AI-ViC - Semestre 2
- HFC555 Introduction to Geopolitics
- HFC566B Advanced French politics
- INF585 Animation par ordinateur
- HFC567 Techno-Politics
- INF584 Synthèse d'Image
- HFC558 Introduction to French Cinema
- INF562 Géométrie algorithmique : de la théorie aux applications
- MAP569 Apprentissage Statistique: régression et classification
- HFC560 Paris à l'ère du jazz
- INF581 Apprentissage Automatique Avancé et Agents Autonomes
- HFC566 Introduction to French Politics
- HFC569 Philosophy of Science Fiction
- MAP566 Statistics in Action
- MIE565 Gestion de l'innovation durable
- MIE568 Entrepreneuriat pour la durabilité
- INF584A L'IA en temps réel dans les jeux vidéo : actions décisives & collaboratives
- HFC560B French thinking: difference, bodies, power
- MAP/INF590 M1 Internship for Artificial Intelligence and Visual Computing
- HFC550B Principles and history of Geopolitics
- HFC561 Representing the Self: From Montaigne to Selfies
- MScT-EYF Explore Your Future
- MScT-AI-ViC-S1 MScT AI-ViC - Semestre 1
- MScT-SPO555 Multi Activity - Sport
- MIE566 Startup and large companies : building bridges for innovation
- HFC541 Introduction to Science and Technology Studies
- HFC557 Beyond the Mundane: Analyzing Food Practices (Part 1)
- HFC562 Beyond the Mundane: Analyzing Food Practices -Part 2
- MScT-SPO550B Volleyball
- LAN01GRICH GRICH
- LAN611FLE04 JE3 - (A0/A1) - Langues française et civilisation
- LAN611ITA JE1 - Italien Débutant
- LAN631ESP01 JE1 - A2/B1 Espagnol
- LAN571CHN ME6 - Chinois niveau Avancé 3 avec X22
- MScT-SPO550 Postural Sport (Well-being activity)
- LAN511ARA Arabe Débutant 3
- LAN551ARA LU6 - Arabe niveau Intermédiaire avec X22