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
- 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
- HFC552 Aspects of Comparative Commercial Law
- INF554 Machine and Deep learning
- INF573 Image Analysis and Computer Vision
- INF574 Digital Representations and Analysis of Shapes
- HFC556 Introduction to French Politics
- MAP555 Signal Processing
- SPO501 Sports - 501
- INF555 Constraint-based Modeling and Algorithms for Decision-making
- 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
- HFC555 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
- MScT-AI-ViC-S2 MScT AI-ViC - Semestre 2
- HFC564 Introduction to Geopolitics
- HFC566B Advanced French politics
- HFC562 Introduction to French Music
- INF585 Computer Animation
- HFC567 HOW TECHNOLOGY SHAPES THE NEW POWER. POLITICS FRAMEWORK IN THE 21ST CENTURY
- INF584 Synthèse d'Image
- HFC558 Introduction to French Cinema
- INF562 Géométrie algorithmique : de la théorie aux applications
- MAP569 Regression and classification
- HFC560 Paris in the Jazz Age
- INF581 Advanced Machine Learning and Autonomous Agents
- HFC566 Introduction to French Politics
- HFC569 Philosophy of Science Fiction
- SPO502 Sports - 502
- MAP566 Statistics in Action
- MAP/INF590 Internship for Artificial Intelligence and Visual Computing
- French Français
- English English
- HFC550B Principles and history of Geopolitics
- HFC561 Representing the Self: From Montaigne to Selfies
- MScT-AI-ViC-S1 MScT AI-ViC - Semestre 1
- 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 Data Analysis: Geometry and Topology in Arbitrary Dimensions
- INF632 Natural Language Processing
- INF633 Advanced 3D Graphics
- INF634 Computer Vision
- SPO601 Sports - 601
- HFC567 HOW TECHNOLOGY SHAPES THE NEW POWER. POLITICS FRAMEWORK IN THE 21ST CENTURY
- 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
- HFC555 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
- MScT-AI-ViC-S4 MScT AI-ViC - Semestre 4
- INF641 Robot Motion Planning, Verification and Control of Hybrid Systems
- INF642 Socio-emotional Embodied Conversational Agents
- INF643 Soft robots: Simulation, Fabrication and Control
- INF644 Virtual/Augmented Reality & 3D Interactions
- MAP/INF641 Reinforcement Learning
- SPO602 Sports - 602
- HFC562 Introduction to French Music
- ECO664 Blockchain 2 : Advanced Topics in Blockchain and Platform Design
- MIE630 Seminar on Ethical Issues and Novel Applications of AI
- MAP/INF630 Case Studies in Artificial Intelligence and Visual Computing
- MAP/INF690 Internship for Artificial Intelligence and Visual Computing
- French Français
- English English
- HFC550B Principles and history of Geopolitics
- HFC561 Representing the Self: From Montaigne to Selfies
- MScT-AI-ViC-S3 MScT AI-ViC - Semestre 3
- MScT-SPO551 Volley
- MScT-SPO552 Swimming
- MScT-SPO553 Boxing
- MScT-SPO554 Climbing
- MScT-SPO555 Football
- MScT-SPO556 Rowing
- MScT-SPO557 Badminton
- MScT-SPO558 Weight training / Cross training
- MScT-SPO559 Horseback Riding (Gallop 4 level min)
- MIE555 Fundamentals of Strategy and Innovation
- HFC563 The Art of Simulation
- LAN572fESP B2/C1 - Pintura española
- LAN572iESP B1/B2 - Violencias en América Latina, siglos XX-XXI
- LAN631ESP01 JE1 - A2/B1 Espagnol
- LAN671ANG02 MA2 - X-citing the spark
- LAN651FLE02 JE3 - B1/B2 - Langue française et civilisation
- LAN611ALL01 JE1 - Allemand Débutant
- MIE565 Managing sustainable innovation
- LAN511RUS Russe niveau Débutant 3
- LAN573gFLE MA1 - Crime et culture populaire en France
- LAN671ANG01 MA2 - Good news, bad news, fake news
- LAN611ESP01 JE1 - Espagnol Débutant
- MIE568 Entrepreneurship for Sustainability
- INF584A Real-time AI in video games: decisive & collaborative actions
- MScT-SPO550 Postural Sport (Well-being activity)
- LAN631FLE01 LU6 - A2 - Langue française et civilisation