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internships [2020/07/22 16:36]
payan [Subjects for internships 2020-2021 (4 to 5 months)]
internships [2023/11/23 11:28] (current)
payan [** Subjects for internships 2023-2024 (4 to 5 months)**<color #00a2e8>Turquoise Highlighted Text</color>]
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 The report must be at least 30 pages long. It must contain a general presentation and motivation for the topic, point-out the related  challenges, and describe state-of-the-art methods in this field. The contributions of the student must be clearly highlighted and explained in details. There is no need for an exhaustive description of all codes produced during the internship. However, algorithms highlighting the challenging tasks solved by the student must be presented and explained in the report (if needed, relevant parts of the code can be included as well in an appendix). The report must be at least 30 pages long. It must contain a general presentation and motivation for the topic, point-out the related  challenges, and describe state-of-the-art methods in this field. The contributions of the student must be clearly highlighted and explained in details. There is no need for an exhaustive description of all codes produced during the internship. However, algorithms highlighting the challenging tasks solved by the student must be presented and explained in the report (if needed, relevant parts of the code can be included as well in an appendix).
 +
 +
 +===============** Subjects for internships 2023-2024 ​ (4 to 5 months)** ======================
 +
 +
 +** <color #22b14c> PRIMMA at Paris 02 (France)- Semi-Supervised Learning </​color>​ **
 +
 +
 +**To apply:**
 +https://​www.welcometothejungle.com/​fr/​companies/​primaa/​jobs/​internship-weakly-supervised-learning-for-histopathology_paris
 +
 +Duration:​The 5 to 6-month internship ​
 +
 +Périod: start on april 2023
 +
 +How to apply? Send by mail your Corver letter, Resume (more information online)
 +
 +**Contact to apply:​** ​
 +Adrien Nivaggioli ​
 +Primaa
 +Alumni MScT AI-ViC
 +adrien@primaalab.com
 +
 +
 +
 +
 +
 +=============== Subjects for internships 2022-2023 ​ (4 to 5 months) ======================
 +
 +
 +** <color #22b14c> Decathlon SportsLab at Lille (France) - Research Internship in Computer Vision "​Strategy for the integration of Visual Computing for the analysis of sports movement and posture”</​color>​**
 +
 +Link internship offers: http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2023_02_27_training_offer-decathlon-visual_computing_lille.pdf
 +
 +Duration:​The 5 to 6-month internship ​
 +
 +Périod: start on april 2023
 +
 +How to apply? Send by mail your Corver letter, Resume (more information online)
 +
 +Contact to apply: ​
 +GUILLAUME DIVRECHY <​guillaume.divrechy@decathlon.com>​
 +Human Factors & Ergonomics Lab, team player
 +SportsLab Quality Assurance, project leader 2023
 +
 +** <color #22b14c> ASSYSTEM Paris La Défense/​Courbevoie (France), in the DataScience team within the ASSYSTEM Digital Factory (group of 70 people) in La Défense, for M1 or M2 students </​color>​**
 +
 +Links internship offers : 
 +
 +1) Contribution to the product roadmap of an AI solution "​eMoby"​ for CV analysis and matching with job descriptions
 +http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2023_02_09_internship_emoby_cv_parsing_fr_assystem.pdf
 +
 +2) Contribution to assystem'​s innovation programme concerning the application of AI algorithms in engineering processes related to the energy transition
 +http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2023_02_09_internship_digital_engineering_fr_assystem.pdf
 +
 +Duration : 6 months. The intern will work on the Assystem site in Paris La Défense/​Courbevoie. Homeworkin possible.
 +
 +Périod : march 2023
 +
 +Website: www.assystem.com
 +
 +How to apply? Send by mail your Corver letter, Resume (more information online) ​
 +
 +Contact to apply: jobs.assystem.com
 +
 +** <color #22b14c> ARTEFACT Paris - Research Internship in Computer Vision “Scalable Multi Objects Tracking for Retail”</​color>​**
 +
 +Link internship offers : http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=20230126_computer_vision_research_internship_-_computer_vision_research_internship_1_.pdf
 +
 +Duration : The 5 to 6-month internship ​
 +Périod : march 2023
 +Website: https://​www.artefact.com/​
 +
 +How to apply? Send by mail your Corver letter, Resume (more information online)
 +
 +Contact to apply: please write an e-mail to charlotte.silo@artefact.com and emmanuel.malherbe@artefact.com
 +
 +
 +** <color #22b14c> GLEAMER - 117 Quai de Valmy - 75010 Paris - AI engineer trainee</​color>​**
 +
 +The AI engineer trainee will help us improve our deep learning models on 2D and/or 3D medical images and then join us on a permanent basis.
 +
 +Link internship offers for M2 in FR & GB : http://​bit.ly/​3XXyW6M
 +
 +Duration : The 6-month internship and contract CDI after
 +Périod : start march 2023
 +Website: ​ https://​www.gleamer.ai/​
 +
 +How to apply? Send by mail your Corver letter, Resume (more information online)
 +
 +Contact to apply: ​
 +Misrachi Gabriel ​
 +AI Engineer
 +Gabriel Misrachi <​gabriel.misrachi@gleamer.ai>​
 +
 +
 +** <color #22b14c> Inria Rennes (www.inria.fr/​centre/​rennes),​ Campus Universitaire de Beaulieu, on the team MimeTIC (www.irisa.fr/​mimetic/​) - M2 internship offer on synchronisation between real and virtual cyclists in augmented reality </​color>​**
 +
 +Link internship offers for M2 in FR & GB : 
 +http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=20221213_stage_sharespace_fr.pdf
 +
 +http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=20121213_internship_sharespace_en.pdf
 +
 +Duration : The 6-month internship ​
 +Périod : betwen middle of -january and middle of July 2023 (<color #​ed1c24>​**WARNING**:</​color>​for MScT AI-ViC - departure on internship after courses and examination on march, perhaps negociate April to august or september)
 +Website:  ​
 +
 +How to apply? Send by mail your Corver letter, Resume (more information online)
 +
 +Contact to apply: ​
 +Richard Kulpa
 +Maître de conférences
 +Laboratoire M2S - Inria MimeTIC ​       ​
 +m2slab.com
 +Richard Kulpa <​richard.kulpa@irisa.fr>​
 +
 +Co-porteur de l'EUR DIGISPORT
 +digisport.univ-rennes.fr
 +Newsletter DIGISPORT
 + 
 +
 +
 +
 +
 +** <color #​22b14c>​ideactiv – essentiellement en télétravail,​ avec des points de rendez-vous réguliers en ligne et en présentiel avec le fondateur d’ideactiv (X93) (Fr) - M2 internship: IA / machine learning
 +Amélioration des performances d’un “deep search engine” </​color>​**
 +
 +Link internship offers for M2 in FR & GB : 
 +http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2022_11_30_internship_offer_ideactiv._stage_ai_ml._nov_22._en.pdf
 +
 +http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=20221130_offre_stage_ideactiv._stage_ia_ml._nov_22._fr.pdf
 +
 +http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2022_11_30_ideactiv_-_sujets_de_stage_ai_ml_-_nov_22.pdf
 +
 +
 +Duration : The 6-month internship will start in early 2023, with a possibility to start a Ph.D or hiring
 +
 +Website: ​ https://​www.ideactiv.com/​index.php?​public=
 +
 +How to apply? Send by mail your Corver letter, Resume (more information online)
 +
 +Contact to apply: ​
 +Thomas Chenevier
 +hello@ideactiv.com
 +
 +
 +** <color #​22b14c>​INRIA – Grenoble (Fr) - M2 internship: Video-based dynamic garment representation and synthesis </​color>​**
 +
 +Link internship offers for M2 :  https://​team.inria.fr/​morpheo/​category/​job-offers/​
 +
 +Duration : The 6-month internship will start in early 2023, with a possibility to start a Ph.D. in October 2023  (for a duration of 3 years). The Ph.D. will be supervised by Pierre Héllier (Interdigital Rennes), Bharath Damodaran (Interdigital Rennes), Adnane Boukhayma (Inria Rennes), and Stefanie Wuhrer (Inria Grenoble).
 +
 +How to apply? Send by mail your Corver letter, Resume and transcript of grades (more information online)
 +
 +Contact to apply: Stefanie Wuhrer <​stefanie.wuhrer@inria.fr>​
 +
 +
 +** <color #​22b14c>​PRIMAA – Paris (Fr) </​color>​**
 +
 +Link internship offers : 
 +
 +1) Applications of unsupervised learning in histopathology
 +[[https://​www.welcometothejungle.com/​fr/​companies/​primaa/​jobs/​intership-applications-of-unsupervised-learning-in-histopathology_paris]] ​
 +
 +2) Weakly Supervised learning for histopathology
 +[[https://​www.welcometothejungle.com/​en/​companies/​primaa/​jobs/​internship-weakly-supervised-learning-for-histopathology_paris]] ​
 +
 +How to apply? Send by mail your Corver letter and Resume and/or on line
 +
 +Contact to apply: ​
 +M. Adrien Nivaggioli (MScT AI-ViC alumni)
 +adrien@primaalab.com ​
 +
 +
 +
 +
 +** <color #​22b14c>​Worldline – Human / bot behavior identification – Lyon (Fr) </​color>​**
 +
 +Link internship offers : https://​jobs.worldline.com/​Worldline/​job/​Lyon-69-STAGE-IA-ANALYSE-DE-DONNEES-DE-PAIEMENT-AVEC-DU-MACHINE-LEARNING-%28HF%29-1-1-Rh%C3%B4n/​756908202/​
 +
 +Good level in English requiered
 +
 +How to apply? Send by mail your Corver letter and resume and/or on line
 +
 +Contacts to apply: ​
 +MENARD, SAMUEL <​samuel.menard@worldline.com>​
 +R&D Engineer
 +Worldline Labs – AI Skill Center
 +Tel +33 (0)4 78 17 80 93
 +53, avenue Paul Krüger
 +69624 Villeurbanne Cedex - France
 +
 +
 +
 +Human / bot behavior identification
 +
 +** <color #​22b14c>​Inria – Rationalization of CAD assemblies – Sophia-Antipolis (Fr-near Nice) ; Master-level internship, could be extended to a PhD </​color>​**
 +
 +Link internship offers : http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=20221019_internship_offer_inria_sophia_cadassembly.pdf
 +
 +Internship bonus : The internship will take place at Inria Sophia Antipolis. Inria will provide a monthly stipend
 +of around 1100 euros for EU citizens in their final year of masters, and 400 euros for other
 +candidates. Candidates should have strong programming and mathematical skills as well as
 +knowledge in computer graphics, geometry processing and optimization
 +
 +How to apply? Send by mail your Corver letter and resume
 +
 +Contacts to apply: ​
 +Adrien Bousseau and Florent Lafarge, Inria Sophia Antipolis
 +adrien.bousseau@inria.fr
 +florent.lafarge@inria.fr
 +http://​www-sop.inria.fr/​members/​Adrien.Bousseau/​
 +http://​www-sop.inria.fr/​members/​Florent.Lafarge/​
 +
 +
 +** <color #​22b14c>​Inria – Utilisation de deep learning pour le changement d’échelle des données satellites
 +d’observation de la Terre – LERMA de l’observatoire de Paris (Fr)</​color>​**
 +
 +Link internship offers :
 +http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=20221014_internship_downscaling_observatoire.pdf
 +
 +How to apply? Send by mail your Corver letter and resume
 +
 +Contacts to apply: ​
 +Laboratory: LERMA, Observatoire de Paris, 61 avenue de l’Observatoire 75014 Paris
 +Supervisor: Filipe AIRES, filipe.aires@obspm.fr,​ 06 20 15 22 98
 +Requested background: Strong background in applied mathematics/​physics. Good programming
 +
 +
 +
 +** <color #​22b14c>​Inria – Subcell erosion for terrain generation – Sophia-Antipolis (Fr-near Nice) </​color>​**
 +
 +Link internship offers :​http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=20221011_internship_subcellerosion_inria.pdf
 +
 +Internship bonus : Inria will provide a monthly stipend of around 1100 euros for EU citizens in their final year of masters, and ~600 euros for other candidates.
 +
 +How to apply? Send by mail your Corver letter and resume
 +
 +Contacts to apply: ​
 +Guillaume Cordonnier, GRAPHDECO, Inria Sophia Antipolis (France)
 +http://​team.inria.fr/​graphdeco
 +Guillaume.Cordonnier@inria.fr
 +http://​www-sop.inria.fr/​members/​Guillaume.Cordonnier/​
 +
 +
 +** <color #​22b14c>​Inria – Instant generation of geomorphologically accurate terrain – Sophia-Antipolis (Fr-near Nice) </​color>​**
 +
 +Link internship offers :​http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=20221011_internship_fastterrains_inria.pdf
 +
 +Internship bonus : Inria will provide a monthly stipend of around 1100 euros for EU citizens in their final year of masters, and ~600 euros for other candidates.
 +
 +How to apply? Send by mail your Corver letter and resume
 +
 +Contacts to apply: ​
 +Guillaume Cordonnier, GRAPHDECO, Inria Sophia Antipolis (France)
 +http://​team.inria.fr/​graphdeco
 +Guillaume.Cordonnier@inria.fr
 +http://​www-sop.inria.fr/​members/​Guillaume.Cordonnier/​illaume.Cordonnier/​
 +
 +
 +=============== Subjects for internships 2021-2022 ​ (4 to 5 months) ======================
 +
 +
 +
 +
 +** <color #​22b14c>​Research Center Institut Paul Bocuse – Team Cognition & IA – Ecully (France) - Data scientist - Python & IA – 6-8 months</​color>​**
 +
 +Link internship offers (version in English or in French below):
 +
 +EN: http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2022_02_14_internship_offer_data_scientist_-_python_ia_institut_paul_bocuse_en.pdf
 +
 +FR: http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2022_02_14_internship_offer_data_scientist_-_python_ia_institut_paul_bocuse_fr.pdf
 +For more information:​ http://​recherche.institutpaulbocuse.com/​
 +
 +Modalities: CV & cover letter by email
 +
 +How to apply? Send by mail your Corver letter and curriculum vitae
 +
 +Contacts to apply: anne-lise.saive@institutpaulbocuse.com
 +
 +
 +
 +
 +**<color #​22b14c>​Laboratoire PRISM – CNRS – Marseille (France) - 2 stages proposés (English version below)</​color>​**
 +
 +  * **Création artistique assistée par des algorithmes d’intelligence artificielle - stage#1**
 +
 +Objet du stage : il s’agit de mettre en place une expérience utilisant un algorithme d’intelligence artificielle pour créer de nouvelles images à partir d’un ensemble d’images déjà créées. On utilisera pour cela une architecture de type GAN (Generative Adversarial Network). On tentera d’adapter l’algorithme pour une situation où il y a peu de données d’apprentissage (c’est-à-dire peu d’images). Voir par exemple : https://​github.com/​NVlabs/​stylegan2
 +
 +Pré-requis : une bonne connaissance des algorithmes d’intelligence artificielle,​ et si possible des GANs - une connaissance de TensorFlow et de Google Collab est un plus - une bonne connaissance des principes du machine learning - une affinité pour la création artistique, au moins comme application des algorithmes d’intelligence artificielle.
 +
 +Lieu du stage : Laboratoire PRISM, 31 chemin Joseph Aiguier, 13009 Marseille
 +
 +Responsable du stage : Ivan MAGRIN-CHAGNOLLEAU,​ chercheur CNRS, ivan.magrin-chagnolleau@cnrs.fr
 +
 +Pour postuler : envoyer un CV et un email de motivation.
 +
 +
 +  * **Création artistique assistée par des algorithmes d’intelligence artificielle - stage #2**
 +
 +Objet du stage : il s’agit de mettre en place une expérience utilisant un algorithme d’intelligence artificielle pour faire un mapping entre des images et du son. L’idée sera de générer automatiquement des sons à partir d’images. Pour cela, on fera apprendre à un algorithme d’intelligence artificielle des associations déjà existantes entre images et sons à partir d’une base de données que l’on constituera à partir de séquences audiovisuelles déjà existantes (extraits de films, de séries, etc.).
 +
 +Pré-requis : une bonne connaissance des algorithmes d’intelligence artificielle - une bonne connaissance des principes du machine learning - une affinité pour la création artistique, au moins comme application des algorithmes d’intelligence artificielle.
 +
 +Lieu du stage : Laboratoire PRISM, 31 chemin Joseph Aiguier, 13009 Marseille
 +
 +Responsable du stage : Ivan MAGRIN-CHAGNOLLEAU,​ chercheur CNRS, ivan.magrin-chagnolleau@cnrs.fr
 +
 +Pour postuler : envoyer un CV et un email de motivation.
 +
 +__English version :__
 + 
 +**Artistic creation assisted by artificial intelligence algorithms - internship #1**
 +
 +Aim of the internship: to set up an experiment using an artificial intelligence algorithm to create new images from a set of pre-existing images. We will use a GAN (Generative Adversarial Network) architecture. We will try to adapt the algorithm for a situation where there is very few training data (i.e. very few images). See for example: https://​github.com/​NVlabs/​stylegan2
 +
 +Prerequisites:​ good knowledge of artificial intelligence algorithms, and if possible of GANs - knowledge of TensorFlow and Google Collab is a plus - good knowledge of machine learning principles - affinity for artistic creation, at least as an application of artificial intelligence algorithms.
 +
 +Location of the internship: PRISM laboratory, 31 chemin Joseph Aiguier, 13009 Marseille
 +
 +Internship coordinator:​ Ivan MAGRIN-CHAGNOLLEAU,​ CNRS researcher, ivan.magrin-chagnolleau@cnrs.fr
 +
 +To apply: send a CV and a motivation email.
 +
 +**Artistic creation assisted by artificial intelligence algorithms - internship 2**
 +
 +Purpose of the internship: to set up an experiment using an artificial intelligence algorithm to map images and sound. The idea will be to automatically generate sounds from images. To do this, an artificial intelligence algorithm will be made to learn already existing associations between images and sounds from a database that will be built from already existing audiovisual sequences (extracts from films, series, etc.).
 +
 +Prerequisites:​ a good knowledge of artificial intelligence algorithms - a good knowledge of machine learning principles - an affinity for artistic creation, at least as an application of artificial intelligence algorithms.
 +
 +Location of the internship: PRISM laboratory, 31 chemin Joseph Aiguier, 13009 Marseille
 +
 +Internship coordinator:​ Ivan MAGRIN-CHAGNOLLEAU,​ CNRS researcher, ivan.magrin-chagnolleau@cnrs.fr
 +
 +To apply: send a CV and a motivation email.
 +
 +
 +** <color #​22b14c>​MICHELIN,​ Clermont-Ferrand (France) - IA / Data Science in the Digital Manufacturing Explore Team of Michelin at Clermont-Ferrand (France ; Historical headquarters of the company) ; internships open to all MScT AI-ViC students ; even if M2 specified (English version offers to be sent soon)</​color>​**
 +
 +4 Internship offers (see modalities to apply on line for each):
 +
 +  - Ordered List ItemSelf Supervised Learning pour images bruitées de l’industrie : http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2022_01_18_stage_dme_-_vision_michelin.pdf
 +  - Evaluation de l’apprentissage profond pour les données tabulaires : http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2022_01_18_stage_dme_-_dl_tabular_michelin.pdf
 +  - Hybridation de Méthodes d’Optimisation et de Machine Learning pour le Contrôle Optimal d’un Procédé de Fabrication de Mélanges pour Pneumatique : http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2022_01_18_stage_dme_-_hybridation_michelin.pdf
 +  - Analyse de séries temporelles pour la prédiction d’évènenents rares : http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2022_01_18_stage_dme_-_time_series_michelin.pdf
 +
 +
 +
 +** <color #​22b14c>​Storyzy,​ Paris 8 - Ingénieur Machine Learning dans la lutte contre la désinformation (stage M1 ou M2 - Only for students who are fluent in French)</​color>​**
 +
 +Link offer: http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2021_12_08_internship_offer_storyzy_ingenieur_machine_learning_-_cv.pdf
 +
 +Contact to apply: jobs@storyzy.com
 +
 +
 +
 +
 +**<color #​22b14c>​Laboratory LERMA, Observatoire de Paris, 61 avenue de l’Observatoire 75014 Paris (France) - Monitoring of evaporation at the global scale using artificial intelligence</​color>​**
 +</​color>​
 +Link offer: http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2021_12_07_internship_offer_evap_lerma.pdf
 +
 +Requested background: Strong background in applied mathemathics/​physics. Good programming ​
 +skills.
 +
 +Contact & Supervisor: Filipe AIRES, filipe.aires@obspm.fr,​ 06 20 15 22 98 
 +
 +**<color #​22b14c>​L2S (Laboratoire Signaux et Systèmes ) - (France) - Bayesian optimization for computer simulations and inverse problems (only for Master 2 AI-ViC ans possibilty PhD)</​color>​**
 +
 +Link internship offers :​http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2021_11_07_internship_offer_master_2-l2s.pdf
 +
 +Contact: Emmanuel Vazquez <​emmanuel.vazquez@centralesupelec.fr>​
 +
 +** <color #​22b14c>​Init ML- Paris 11 (France) - 2 internship offers</​color>​**
 +
 +Link internship offers :
 +  * **Virtual Photo Studio** is suitable for a research internship: http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2021_11_19_internship_offer_initml_virtual_photo_studio.pdf
 +  * **Online stores** is more of an engineering internship: http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2021_11_19_internship_offer_initml_online_stores.pdf
 +
 +Don't delay in applying!
 +
 +Contact: Damien Henry <​damien@initml.co>​
 +
 +
 +**<color #​22b14c>​DRAHI-X-Novation Center- Ecole Polytechnique Palaiseau (France) - Deep learning applied on high-resolution visible images boost oceanic eddy detection</​color>​**
 +
 +Link internship offer : http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2021_11_09_internship_offer_master_amphitrite_drahi_x_ia-ocean_2022.pdf
 +
 +internship bonus: 1200€
 +
 +Contact: ​
 +Alexandre Steger
 +CEO Aphitrite (Start-Up, X Tech program)
 +Associate Professor Ecole Polytechnique
 +Alexandre.stegner@polytechnique.edu
 + 
 +
 +** <color #​22b14c>​Research Laboratory LIX of Ecole Polytechnique (France) internship for Master 2 only</​color>​** : 
 +
 +2 offers:
 +
 +1)<color #22b14c> Multi-resolution sketches Zooming into scientific illustrations with unlimited levels of details</​color>​
 + ​http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2021_11_08_internship_offer_x_master2_lix_multiressketches2021_rc.pdf
 +
 +Advisors: Renaud Chabrier & Marie-Paule Cani, laboratoire LIX (Ecole Polytechnique – CNRS) 
 +Contacts: renaud.chabrier@m4x.org,​ Marie-Paule.Cani@polytechnique.edu
 +Funding: “Creative AI” fellowship, Hi!Paris institute
 +
 +2) <color #​22b14c>​Sketching Animations of Organic Shapes</​color>​
 + ​http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2021_11_08_internship_offer_x_master2_lix_sketch_animation201_rc.pdf
 +
 +Supervisors:​ Marie-Paule Cani & Damien Rohmer, LIX, Ecole Polytechnique/​CNRS,​ IP Paris
 +Contacts: Marie-Paule.Cani@polytechnique.edu,​ Damien.Rohmer@polytechnique.edu
 +Employer: Ecole Polytechnique
 +Funding Project: “Creative AI” fellowship, Hi! Paris Institute.
 +
 +
 +
 +
 +
 +** <color #​22b14c>​GraphDeco/​Inria Sophia-Antipolis (France , near Nice) Masters internships available for Computer Graphics & Deep Learning Research</​color>​ **
 +
 +Computer Graphics cover a wide range of algorithms to generate synthetic images. Traditional computer graphics algorithms model and simulate the physics underpinning image formation, but recent methods leverage the impressive expressive power of machine learning to capture and reproduce visual effects from large quantities of training data. Such methods enable learning and graphics to work hand-in-hand -- ie using computer graphics to generate training data for learning, or using learning to render computer graphics images -- resulting in unprecedented advances for the generation and manipulation of visual data.
 +
 +The GraphDeco (https://​team.inria.fr/​graphdeco) group at Inria Sophia Antipolis works extensively on these topics, at the crossroad of computer graphics and machine learning (see https://​team.inria.fr/​graphdeco/​publications).
 +
 +We propose several exciting internship topics to explore efficient representations and algorithms for the creation and manipulation of visual data, based on cutting-edge deep learning methods. ​
 +
 +The list of topics follows (see also https://​team.inria.fr/​graphdeco/​job-offers/​):​
 +• Differentiable Computer Aided Design for Reverse Engineering 3D Shapes : http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2021_11_02_internship_offer_inria_sophia_antipolis_differentiable_computer_aided_design_inverse.pdf
 +
 +
 +For the following topics, we are **explicitly searching for candidates who are interested in pursuing a Ph.D. after the internship**.
 +
 +Unordered List Item:
 +• Implicit Neural Representations for Physically Based Simulations of Fluids :
 +http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2021_11_02_internship_offer_phd_after_inria_sophia_antipolis_neural_simulations.pdf
 +• Efficient Neural Rendering: Getting the Best from Points and Volumes
 +http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2021_11_02_internship_offer_phd_after_inria_sophia_antipolis_pointbasedneuralrendering.pdf
 +• GAN-based 3D Manipulation of Car Models
 +http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2021_11_02_internship_offer_phd_after_inria_sophia_antipolis_ganbasedcars.pdf
 +• ModalNeRF:​ Neural Modal Analysis for Free-Viewpoint Navigation in Dynamically Vibrating Scenes
 +http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2021_11_02_internship_offer_phd_after_inria_sophia_antipolis_neuralanimation.pdf
 +
 +
 +Please send your applications to the email addresses listed for each individual topic.
 +
 +
 +
 +** <color #​22b14c>​ITKOS -Paris 17 (France) - AI internhip</​color>​ **
 +
 +Link internship offer:​http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2021_11_02_ai_internship_2022_iktos.pdf
 +
 +For more information:​ www.iktos.ai
 +
 +How to apply? ​
 +  * from or after January 2022 
 +  * Duration: 6 months (4 months minimum).
 +  * Location: Paris (17th district) with remote work flexibility
 +  * Please send your resume and availability by email as soon as possible
 +
 +Contacts to apply: nicolas.drizard@iktos.com ​
 +
 +
 +**<color #22b14c> PRIMAA - Paris 2 (France) - Détection des limites chirurgicales sur des lames d'​anatomopathologie (stage de fin d’étude M2- computer vision) - starting between March and May 2022</​color>​ **
 +</​color>​
 +Link internship offer:​http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=20211019_offre_de_stage_primaa_-_limites_chirurgicales.pdf
 +
 +For more information:​ www.primaalab.com
 +
 +Modalities : only for French students
 +
 +How to apply? Send by mail your Corver letter and curriculum vitae
 +
 +Contacts to apply: ​
 +nicolas@primaalab.com  ​
 +and
 +remy@primaalab.com
 +
 +
 +** <color #​22b14c>​PRIMAA - Paris 2 (France) - Détermination du TILs sur des lames
 +d'​anatomopathologie (stage de fin d’étude M2- computer vision) - starting between March and May 2022</​color>​**
 +
 +Link internship offer: http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=20211019_offre_de_stage_primaa_tils.pdf
 +
 +For more information:​ www.primaalab.com
 +
 +Modalities : only for French students
 +
 +How to apply? Send by mail your Corver letter and curriculum vitae
 +
 +Contacts to apply: ​
 +nicolas@primaalab.com  ​
 +and
 +remy@primaalab.com
 +
 +** <color #​22b14c>​Université du Québec en Outaouais - UQO - (Canada) - Conception d'un contrôleur basé sur l'​intelligence artificielle pour un onduleur solaire en condition froide / Artificial intelligence-based controller design for a solar inverter in cold condition
 +- 2022</​color>​ **
 +
 +Link internship offer: http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=20210913_offre_stage_uqo_energiesolaire_ia-2021-2.pdf
 +
 +How to apply? Send by mail your Corver letter, curriculum vitae and the proposal file completed
 +
 +Contacts to apply: Shamsodin.taheri@uqo.ca ​
 +
 +
 +
 +
 +
 +
 +
 +
 +
 +
 +
 +
 +
 +
  
 =============== Subjects for internships 2020-2021 ​ (4 to 5 months) ====================== =============== Subjects for internships 2020-2021 ​ (4 to 5 months) ======================
 +
 +
 +**THALES Research & Technology France, Palaiseau - Problèmatique du Geometric Deep Learning : Robustesse des Group-Convolutional Neural Networks à des transformations arbitraires – 6 mois**
 +
 +Link internship offer: http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2020_2021_internship_offer_thales_research_france.pdf
 +
 +Contact :​pierre-yves.lagrave@thalesgroup.com
 +Pierre-Yves Lagrave ​
 +Research Engineer – Trustable AI
 +Analysis & Reasoning in Complex Systems Laboratory
 +THALES Research & Technology France - 1 avenue Augustin Fresnel - 91767 Palaiseau Cedex
 +
 +Additional information in relation to the internship offer at THALES:
 +There are no particular restrictions regarding the nationality of students. ​
 +However, the working environment at THALES is French-speaking. ​ A minimum level of fluency in French (reading/​spoking) is desirable for integration,​ although interactions may be in English concerning the subject of the internship itself.
 +
 +
 +
 +**LIX, Ecole Polytechnique,​ Inria Rennes (France) - M2 internship on Virtual Film Prototyping ** 
 +
 +You can find the details [[https://​docs.google.com/​document/​d/​e/​2PACX-1vQofGXdZXKRnxrQpDGvP48zXVuaO7q_fhNr0MUrOynyY7QbFNP1aGxJQDNDT-rB20e4QQeivTsnIEHE/​pub|here]]. ​
 +
 +//Keywords: computer vision, computer graphics, deep learning//
 +
 +
 +** CNRS-Université de Montpellier,​ LIRMM (France) - stage Master training in Robotics and AI : Auto-learning robots in industrial contexts / Michelin **
 +
 +Link internship offer: http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2020_2021_stage_master_robotique_et_ia_robots_autoapprenants_en_contexte_industriel.pdf
 +
 +Miscellaneous : This Master'​s internship will lead to a CIFRE thesis scholarship with MICHELIN in an international context. Candidates interested in pursuing a thesis with a strong industrial connotation will be favored.
 +Master training can be completed remotely in large parts.
 +
 +Contact :​Abderrahmane Kheddar, DR1 CNRS kheddar@lirmm.fr
 +
 +
 +**Glose - Paris (France) - 4 Internship topics proposed**
 +
 +Link internship offer:​http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2020_2021_internship_openings_at_glose_1_.pdf
 +
 +4 Internship topics proposed:
 +
 +- *Topic1:​Automaticfeedbackforreadalouds*
 +- *Topic2:​Topicextractionfromatext*
 +- *Topic3:​Automaticgenerationofcomprehensionquestionnaires*
 +- *Topic4:​Detectionofsalientpassages/​simplificationoftexts*
 +
 +How to appply: by email at jobs@glose.com with an up-to-date resume attached.
 +
 +Website:​https://​glose.com/​what-is-glose
 +
 +
 +
 +**RTE - Paris La Defense (France) - Graph Neural Network for Power Systems Control**
 +
 +Link internship offer: http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2020_2021_research_internship_graph_neural_network_for_power_systems_control_rte.pdf
 +
 +Profile and skills sought:
 +  * Unordered List ItemMaster of Science in artificial intelligence / machine learning
 +  * Unordered List ItemTheoretical and experimental knowledge of AI and Deep Learning.
 +  * Unordered List ItemExperience with Python and a Deep Learning framework (TensorFlow / PyTorch).
 +  * Unordered List ItemGeneral knowledge in Physics and Mathematics.
 +  * Unordered List ItemWe are looking for someone curious and attracted to scientific research.
 +
 +Additional informations:​This internship can be followed by a PhD program at the LiègeUniversity,​ supervised by Pr. Louis Wehenkel
 +
 +Contact to apply:​balthazar.donon@rte-france.com
 +
 + ​**Thales- Forêts aléatoires et apprentissage de métriques pour le pistage d'​émissions radar - stage uniquement pour étudiant francophone de nationalité française (internship only for French-speaking students of French nationality) **
 +
 +Link internship offer :​http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=20-21_stage_foretsaleatoiremetriclearningpistagege_thales.pdf
 +
 +Contact to apply: ​ ENDERLI Cyrille <​cyrille-jean.enderli@fr.thalesgroup.com>​
 +
 +
 +**Etat-Major nucléaire EDF Saint-Denis (93) : construction d’un outil d’aide à la décision (intelligence artificielle) en contexte de crise COVID pour l'​activité nucléaire – stage de 4 à 6 mois pour étudiant de nationalité française uniquement**
 +
 +
 +L’adjointe au Directeur Production - Ingénierie Nucléaire et Thermique d’EDF recherche un stagiaire pour intégrer une nouvelle équipe en charge de développer un programme hautement technologique :
 +//**« Contribuer à la construction d’un outil d’aide à la décision dans le cadre de la crise COVID pour l’activité stratégique de production d’électricité nucléaire ».**//
 +
 +Cette mission nécessite une appétence particulière pour l’Intelligence Artificielle. Elle intègre des interactions opérationnelles avec les métiers du nucléaire, des organismes de recherche et développement,​ d’enseignement supérieur, ainsi que des institutions publiques.
 +
 +Durée du stage : 4 à 6 mois avec possibilité de poursuivre sur une thèse (convention industrielle de formation par la recherche).
 +
 +Localisation : Etat-Major de la Production et Ingénierie du nucléaire à Saint-Denis (93), station de métro Carrefour Pleyel. ​
 +
 +Prévoir des déplacements pour rencontrer des industriels,​ des universitaires et des organismes publiques.
 +
 +Maître de stage : Valérie Derouet, Directeur auprès du Directeur Exécutif Groupe EDF Parc Nucléaire et Thermique.
 +
 +Profil recherché : Ingénieur en 3e année, pragmatique,​ mathématicien,​ ayant des connaissances en intelligence artificielle,​ autonome, bon relationnel.Le candidat doit avoir la nationalité française car il aura accès à des sites protégés.
 +
 +Envoyer votre candidature (CV + lettre de motivation) et pour toutes questions complémentaires : lyne.werck@edf.fr ​
 +
 +
 +**Inria Sophia Antipolis (France) - Consistent Authoring of Landscape Pictures**
 +
 +Link internship offer : http://​www-sop.inria.fr/​members/​George.Drettakis/​stages/​landscape_render.pdf
 +
 +How to apply : Corver letter and curriculum vitae
 +
 +Contacts to apply :
 +Guillaume Cordonnier ​
 +guillaume.cordonnier@inf.ethz.ch
 +https://​people.inf.ethz.ch/​~gcordonn/​
 +&
 +George Drettakis
 +George.Drettakis@inria.fr
 +http://​www-sop.inria.fr/​members/​George.Drettakis/​
 +
 +
 +**Inria Sophia Antipolis (France) - Predicting 3D fluid flow over design drawings**
 +
 +Link internship offer : http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2020_2021_internship_fluid_simulation.pdf
 +
 +How to apply : Corver letter and curriculum vitae
 +
 +Contacts to apply :
 +Guillaume Cordonnier ​
 +guillaume.cordonnier@inf.ethz.ch
 +https://​people.inf.ethz.ch/​~gcordonn/​
 +
 +Adrien Bousseau,
 +adrien.bousseau@inria.fr
 +http://​www-sop.inria.fr/​members/​Adrien.Bousseau/​
 +
 +
 +** Sony CLS Paris (France) - Internship position Master 2 ** - August 2020
 +
 +Link internship offer & modalities : http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2020_2021_internship_offer_m2_sonycsl.pdf
 +
 +Company/​Institution Name: Sony CSL Paris
 +
 +Company/​Institution address: TBC
 +
 +Contact : 
 +David Colliaux, Researcher, Sony CSL Paris
 +koddda@gmail.com
 +
  
 ** Université Lyon 1 (France) - Internship position Artificial intelligence in bioprinting ​ ** - March 2021 ** Université Lyon 1 (France) - Internship position Artificial intelligence in bioprinting ​ ** - March 2021
Line 37: Line 693:
 Scientific Researcher - R&D project Manager Scientific Researcher - R&D project Manager
 E-mail: edwin.courtial@univ-lyon1.fr E-mail: edwin.courtial@univ-lyon1.fr
 +
 +
 +** Inria Grenoble (France) - Equipe MAVERICK, laboratoire LJK/IMAG (CNRS,​INPG,​INRIA,​UJF,​UPMF),​ Research internships in graphic computing, for Master 2 only.**
 +
 + 3 Subjects proposed:
 +
 + - M2R (+ X-M1): **Sculpting procedural noise** ​
 +http://​www-evasion.imag.fr/​Membres/​Fabrice.Neyret/​Etudiants/​sujet1-2021.html
 +
 + - M2R (+ X-M1): **Playing with Fourier spectrum for real-time ocean explorer and texture generation**
 +http://​www-evasion.imag.fr/​Membres/​Fabrice.Neyret/​Etudiants/​sujet2-2021.html
 +
 + - M2R (+ X-M1): **Real-time walk-through the Milky-Way: continuum to points, on-the-fly generation, and mixing with catalog**
 +http://​www-evasion.imag.fr/​Membres/​Fabrice.Neyret/​Etudiants/​sujet3-2021.html
 +
 +Contact :
 +Fabrice NEYRET
 +E-mail :​Fabrice.Neyret@inrialpes.fr
 +Equipe MAVERICK, laboratoire LJK/IMAG (CNRS,​INPG,​INRIA,​UJF,​UPMF)
 +http://​www-evasion.imag.fr/​Membres/​Fabrice.Neyret/​
  
  
Line 259: Line 935:
  
  
-==== PhD  ==== 
  
-** 2020 **+ 
 + 
 +=============== PhD ====================== 
 + 
 +=============== ​**PhD - 2023** ====================== 
 + 
 +<color #​22b14c>​**PhD Position: Sony Advanced Visual Sensing AG**</​color>​ 
 + 
 +**The full job description*:​ Academic collaboration with the University of Lisbon IT lisboa. 
 +The aim is to use generative artificial intelligence (diffusion, transformers,​ etc.) to design analogue integrated circuits. 
 +**https://​it.pt/​Positions/​OtherResearchPosition/​7851**<​color #​00a2e8>​Turquoise Highlighted Text</​color>​ 
 + 
 +**Title:​** 
 +B-0089-23 – Research Grant (BI) – 07/06/2023 – GENERALISE – S-0003-LX-23 and LAY(RF)^2 - UIDB/50008/2020 
 + 
 +**Funding Reference Number:** 
 +S-0003-LX-23 and UIDB/​50008/​2020  
 + 
 +**Application Period:** 
 +09-06-2023 to 22-06-2023  
 + 
 +**Contact**:​ 
 +Mathieu Coustans  
 +Lead Engineer IC innovation  
 +Advanced Visual Sensing  
 +  
 +Sony Advanced Visual Sensing AG  
 +Wiesenstrasse 5, 8952 Schlieren, Switzerland  
 +Tel: +41 (0) 44 733 33 82  
 +Reception: +41 (0) 848 808 480  
 +Mobile: +41 (0)78 943 89 95  
 + 
 + 
 +<color #​22b14c>​**PhD Position: Arts & Métiers in the field of Physics Informed machine learning **</​color>​ 
 + 
 +Open thesis topics, as an example, here are 2 subjects currently published:​ 
 +<color #​00a2e8>​**https://​euraxess.ec.europa.eu/​jobs/​74020**</​color>​ 
 +<color #​00a2e8>​**https://​euraxess.ec.europa.eu/​jobs/​74024**</​color>​ 
 + 
 +**Contact :** 
 +Joël MOUTERDE (X2004) 
 +Head of products and services digitalization 
 +Tel: +33 276 485 223, Mob: +33 650 383 463 
 +E-mail: joel.mouterde@skf.com 
 +SKF Magnetic Mechatronics 
 +2, rue des champs 
 +27950 Saint Marcel 
 +France 
 +http://​www.skf.com/​s2m 
 + 
 + 
 + 
 + 
 +<color #​22b14c>​**PhD Position: Centre National de Recherche in Human Genomics (CNRGH; centre affiliated to the CEA)- Evry (France) in the Maths-Stats Team led by Edith Le Floch**</​color>​ 
 + 
 +  * CDD · PhD THESIS ​ · 36 months ​   Bac+5 / Master 
 +  * Contract start date : 2 October 2022 
 + 
 +Key words : Machine Learning Statistics Genomics Multi-omic  
 + 
 +**The full job description**: ​ https://​www.sfbi.fr/​emplois/​offre/​202302200909-cdd-phd-in-machine-learning-statistics-applied-to-genomics-data-analysis.  
 + 
 +Contact: 
 +Edith Le Floch <​edith.lefloch@cng.fr>,​ Research Director 
 +Arnaud GLOAGUEN <​agloague@cng.fr>,​ Research professor;​ 
 + 
 +=============== ***PhD - 2022***===============  
 +<color #​22b14c>​**PhD Position: In-situ visualization of volume data from large-scale simulation - Université de Strasbourg, ICube & CNRS - Strasbourg (France) 2022-2025**</​color>​ 
 + 
 +**The full job description**:​ 
 +http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2022_07_19_phd_in-situ_visualization_of_volume_data_from_large-scale_simulation_en.pdf 
 + 
 +**Hosting institute**:​ University of Strasbourg, ICube lab, IGG team (Computer Graphics and 
 +Geometry), Strasbourg, France 
 + 
 +**Contact**:​ 
 +Thesis Director: Jean-Michel Dischler, Professor (dischler@unistra.fr) 
 +Co-advisor: Jonathan Sarton, Associate Professor (sarton@unistra.fr) 
 + 
 +**Starting date**: Septembre/​Octobre 2022 
 + 
 +<color #​22b14c>​**PhD Position: Modélisation 3D, déformation et simulation - Université de Strasbourg, ICube & CNRS - Strasbourg (France) 2022-2025**</​color>​ 
 + 
 +**The full job description** 
 +http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=sujetdoc-modelisationdeformationsimulation_strasbourg.pdf 
 + 
 +http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2022_07_13_phd-modelingdeformationsimulation_strasboug_icube_gb.pdf 
 + 
 +Contact: Dominique Bechmann <​bechmann@unistra.fr>​ 
 + 
 +<color #​22b14c>​**PhD Position: CIFRE Thesis of AI - partnership AIRBUS & ONERA - Toulouse (France) - **</​color>​ 
 + 
 +These topics are related (although not under the same umbrella) to the Toulouse 3IA ANITI. 
 + 
 +**Sujet 1 - Impact of HW failure on CNN** 
 +https://​w3.onera.fr/​formationparlarecherche/​sites/​w3.onera.fr.formationparlarecherche/​files/​tis-dtis-2022-44.pdf 
 + 
 +**Sujet 2 - Formal verification of high-dimensional Machine Learning (ML) based systems** 
 + 
 +https://​w3.onera.fr/​formationparlarecherche/​sites/​w3.onera.fr.formationparlarecherche/​files/​tis-dtis-2022-43.pdf 
 + 
 +Current Cifre PhD students on related topics: 
 +- Guillaume Vidot fr.linkedin.com › guillaume-vidot-4140b8160 
 +- Arthur Clavière https://​fr.linkedin.com/​in/​arthur-claviere 
 + 
 +Articles about the topic: 
 +https://​hal.archives-ouvertes.fr/​hal-03355299v1 
 +https://​hal.archives-ouvertes.fr/​hal-02975455v2 
 + 
 +Some tools: 
 +DECOMON https://​github.com/​airbus/​decomon 
 +RELUPLEX/​MARABOU https://​github.com/​NeuralNetworkVerification/​Marabou 
 +ERAN https://​github.com/​eth-sri/​eran 
 +AUTO-LIRPA https://​github.com/​KaidiXu/​auto_LiRPA 
 + 
 +Contact: 
 +Adrien Gauffriau 
 +IYY 
 +Airbus Amber 
 +ADRIEN GAUFFRIAU <​adrien.gauffriau@airbus.com>​ 
 + 
 + 
 +<color #​22b14c>​**PhD Position: Learning Scoliosis Patterns from Motion Capture Data through at Inria**</​color>​ 
 + 
 +This Jobin website: https://​recrutement.inria.fr/​public/​classic/​fr/​offres/​2022-04683 
 +          
 +For more details, please consult the offers and check how to apply via the following link: https://​team.inria.fr/​morpheo/​category/​job-offers/​ 
 +Your contact: Sergi Pujades <​sergi.pujades-rocamora@inria.fr>​ 
 + 
 +NOTE: only complete applications on jobin will be considered. 
 + 
 + 
 + 
 +<color #​22b14c>​**PhD position in deep learning-aided glacier modelling at UNIL, Switzerland**</​color>​ 
 + 
 +PhD position available at **the Institute of earth surface dynamics of the Faculty of geosciences and environment of the University of Lausanne (UNIL), Switzerland.** 
 + 
 +**Project Description**:​ Physical glacier modelling has become an efficient and necessary tool to predict the future evolution of glaciers and the resulting sea-level rise under climate change scenarios, or to reconstruct Quaternary glaciations worldwide. However, high computational expenses associated with the modelling of complex physical processes (i.e. the ice dynamics) strongly limit the potential of these models -- especially in view of long time scales paleo applications. In recent years, deep-learning surrogate models have shown outstanding results at speeding-up physical models -- including glacial processes -- opening new perspectives for applications that are unreachable with traditional modelling.  
 + 
 +**Goal of the Thesis**: i) to develop the Instructed Glacier Model (IGM, https://​github.com/​jouvetg/​igm) – a newly introduced glacier model accelerated by deep-learning – by embedding new relevant physical processes in form of neural networks trained from data and/or state-of-the-art physical models and ii) to apply the improved model to the reconstruction of glacier extent, landscape and climate evolution in the European Alps during the last glacial cycles. The research involves a large diversity of fields including glaciology, physical and numerical modelling, machine learning, climatology,​ and geomorphology. The successful candidate will join the ICE (https://​wp.unil.ch/​ice/​) group in the Institute of Earth Surface Dynamics which specializes in paleoenvironment and landscape evolution in a range of different environmental settings. 
 + 
 +**Candidate Profile**: The chosen candidate will have a master degree either in Earth sciences, geophysics, physics, applied mathematics,​ machine learning, computer sciences, or a related field, and should have a sharp interest in the modelling of geophysical processes. Previous experience in machine learning, numerical modelling, and Python programming is an asset. Good writing and communication skills in English as well as the motivation to fruitfully collaborate within an interdisciplinary framework are essential. Knowledge in French language is preferable but not necessary. 
 + 
 +**Job description**:​ The majority of the workload will be dedicated to the completion of the Ph.D. thesis, which includes model development,​ paleo glacier modelling applications,​ and the writing of peer-reviewed publications. Participation in internal and international meetings and conferences is expected, as well as the active participation in the research institute. A component of the workload will consist in assisting with teaching and research duties: teaching activities under the supervision of a professor, research work not directly related to the personal PhD topic, technical and administrative tasks related to the activities of the Institute. 
 + 
 +**Contact for further information**:​ Prof. Guillaume Jouvet (guillaume.jouvet@unil.ch) 
 + 
 +**The full job description** (entitled "​Graduate Assistant in deep learning-aided glacier modelling"​ -- ID: 19184) can be found here: https://​career5.successfactors.eu/​career?​career%5fns=job%5flisting&​company=universitdP&​navBarLevel=JOB%5fSEARCH&​rcm%5fsite%5flocale=en%5fUS&​career_job_req_id=19184&​selected_lang=en_US&​jobAlertController_jobAlertId=&​jobAlertController_jobAlertName=&​browserTimeZone=Europe/​Zurich&​_s.crb=yIvxSBQs%2bkpJEU1X”4gyBhx6H60O6OKV%2fQFehn7pkJd0%3d 
 + 
 +**Approx. annual salary** of CHF 50’000 
 + 
 +**Modalities**:​ **Only complete applications made through this website will be considered**. Review of applications will start on 14 March 2021, and will continue until the position is filled. 
 + 
 + 
 + 
 + 
 +**<color #​22b14c>​PhD position in Computer Vision with Deep Learning for Video Annotation and Understanding 
 + 
 +Keywords - Start on Spring-summer 2022</​color>​** 
 + 
 +Supported by the EuroTech Universities Alliance, DTU together with Ecole Polytechnique offer a joint PhD scholarship on Computer Vision with Deep Learning.  
 + 
 +Deadline: March 15, 2022 
 + 
 +Please find details here: https://​www.dtu.dk/​english/​about/​job-and-career/​vacant-positions/​job?​id=db4d19f9-e6bf-4ed7-aaa4-a27eafe47053. 
 + 
 + 
 + 
 +===============***PhD - 2021***===============  
 + 
 +**<color #00a2e8> PhD position : Evaluation of sports and rehabilitation movements: An integrated approach from movement measurement to data analysis 
 +Keywords</​color>​ - Start on<color #ed1c24> october 2021</​color>​** 
 + 
 +**Link Phd Position**:  
 +https://​sport.cnrs.fr/​wp-content/​uploads/​2021/​05/​theIEse_Evaluation-de-gestes-sportifs-et-de-mouvements-de-rA%C2%A9A%C2%A9ducation.pdf 
 +https://​www.adum.fr/​as/​ed/​voirproposition.pl?​site=adumR&​matricule_prop=36562#​version 
 + 
 +Evaluation of sports and rehabilitation movements: An integrated approach from movement measurement to data analysis 
 +Keywords 
 +Movement analysis, Video processing, Inertial Sensors, Deep Learning, Transformers  
 +Profile and skills required  
 +- Master or engineering school with a focus on computer science or applied mathematics 
 +- Experience in machine learning and deep learning, in particular convolutional neural networks or transformers. An experience in robotics (M4) also allows to apply. 
 +- Very good programming skills, with experience on deep learning libraries in python (TensorFlow,​ pytorch) 
 +- Writing and synthesis skills. 
 +- Research experience or personal athletics practice would be a plus.  
 + 
 +French level mandatory: Advanced (You can speak the language in a more complex, spontaneous way and on a variety of subjects).  
 + 
 +English level mandatory: Intermediate (You can use the language effectively and express yourself accurately).  
 + 
 +Project description 
 +Assistance to diagnosis is a common subject of Artificial Intelligence (AI). Advances in AI to analyse human movement, in particular using video images, make it possible to envision its use both for evaluating the progress of patients in rehabilitation and for help in the preparation of high-level athletes. The proposed thesis subject aims at an integrated approach from the measurement of movements to the presentation of the most relevant information to reflect the evolution of performance. 
 +This thesis is also part of scientific projects aimed at improving the preparation of athletes for the 2024 Olympic Games. The project will be carried out in cooperation with the French Athletics Federation and the French Handisport Federation. The results will have a direct application for the preparation of the sprinters. 
 +Video image analysis is widely used for the preparation of high-performance athletes. However, the time-consuming nature of these analyses, carried out mainly manually, limits their use. The current successes of AI make it possible to consider its systematic use to create training evaluation tools and to make these tools available to physicians for follow-up rehabilitation. 
 +The general objective of the thesis is to provide coaches or practitioners with metrics that allow them to follow the progress of an athlete'​s performance or of a patient'​s rehabilitation. 
 +In particular, the assessment will involve deep neural networks to measure movement in three dimensions using video images. A fusion with inertial sensors (IMU) will be studied to obtain greater precision. Metrics will then be proposed, either by considering measurable indicators correlated with the knowledge of coaches and practitioners,​ or by highlighting data correlated with performance or progress directly using videos annotated by experts. 
 +Particular attention will be paid to the study of walking and running. Since the possibility for athletes and patients to view their progress is a major motivating factor, the results of the assessment should be presented in a form that is understandable to them. 
 + 
 + 
 +**Contact offer**:​Eric Fenaux <​eric.fenaux@telecom-paris.fr>​ 
 + 
 + 
 +** <color #​00a2e8>​PhD Position in </​color>​ Robautisme TSA,  synergies jusqu’ici  
 +inexplorées dans le domaine de la robotique et l’autisme et pourrait doter à moyen-terme les  
 +centres, CHU, SESSAD… d’un outil moderne d’apprentissage,​ with e LIRMM, département robotique avec une expertise reconnue en robotique** 
 + 
 +**Link Phd Position**: to be defined 
 + 
 +**HOW TO APPLY?**  
 + 
 +**Contact offer**: 
 + 
 + 
 +** <color #​00a2e8>​PhD Position in </​color>,​ PhD position is opened at the CNRS (www.cnrs.fr) - University of Montpellier (www.umontpellier.fr),​ LIRMM (www.lirmm.fr) on fundamental research in human-humanoid physical interaction with  
 +perspectives of assistive daily motions for persons in need (frail, aging) with CNRS – HONDA - Sept. / Oct. 2021 - 3 years** 
 + 
 +**Link Phd Position**: http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2021_07_19_phd-honda-cnrs.pdf 
 + 
 +**Duration**:​ Sept. / Oct. 2021 - 3 years 
 + 
 +**Location**:​ mainly in Montpellier (south of France, mediteranean coast city) with potential short or  
 +relativeley long stays in Japan (Tsukuba/​Tokyo) 
 + 
 +**HOW TO APPLY?** : Applicants must submit a cover letter, curriculum vitae to: 
 +Abderrahmane Kheddar, CNRS, kheddar@lirmm.fr 
 +and Takahide Yoshiike, Honda Research Institute, takahide_yoshiike@jp.honda 
 + 
 +** Eligible candidates** must hold (or are to hold shortly) a master degree in applied mathematics,​  
 +computational geometry, machine learning or closely related field.  
 + 
 + 
 +** <color #​00a2e8>​PhD Position in Continuous learning of kinematic walking models with inertial  
 +signals to improve the navigation of people with disabilities</​color>,​ with University Gustave Eiffel Nantes (univ-gustave-eiffel.fr) and Geoloc Team (geoloc.univ-gustave-eiffel.fr)** 
 + 
 +Do you have a heart for the contribution of artificial intelligence in the construction of  
 +physical models, to address the challenges and needs of new mobility services? The  
 +inmob joint laboratory on the Nantes campus of the Gustave Eiffel University of France  
 +could be the next step in your career.  
 + 
 +**Link Phd Position**:  
 +http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2021_06_10_phd_offer_inmob_ia_en.pdf 
 + 
 +http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2021_06_10_phd_inmob_ia_fr.pdf 
 + 
 +**HOW TO APPLY?**  
 +Contract Type: 3 years full time (37h/week) with a start in October 2021  
 +Location:​GEOLOC Laboratory, Gustave Eiffel University, Nantes, France  
 +Application:​ Send all documents (cover letter, CV, diplomas, list of productions /  
 +publications,​ references) in a single pdf document to  
 +valerie.renaudin@univ-eiffel.fr 
 + 
 +**Contact offer**: frederic.le-bourhis@univ-eiffel.fr 
 + 
 + 
 + 
 + 
 +** <color #​00a2e8>​PhD Position in Hybrid AI for the design of intelligent radars Joint recognition and tracking of drones in complex environments</​color>​ with Sorbonne Center of AI and SCAI Abu Dhabi in collaboration with Thales, Aveillant UK, Cambridge University and Sorbonne University ** - apply before 15th May 2021 - PhD position start as soon as possible and before mid of september 2021. 
 + 
 +Field In the context of INDUSTRIAL CHAIR of EXCELLENCE, Sorbonne Center of AI opens a Ph.D. position at SCAI Abu Dhabi in collaboration with Thales, Aveillant UK, Cambridge University and Sorbonne University. Related to the field of Artificial Intelligence,​ the Ph.D research will include the following topics: Intelligent Agentsand Multiagent Systems, Machine Learningand Cognitive Radars.  
 +The thesis title is:Hybrid AI for the design of intelligent radars Joint recognition and tracking of drones in complex environments 
 + 
 +The Ph.D position should **be started as soon as possible and not later the mid of September 2021.** 
 + 
 +The **deadline to apply** is **15th of May 2021** 
 + 
 +**Link Phd Position**: http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=ph.d._student-announcement-20210413.pdf 
 + 
 +**Interested applicants may send their CV to:** 
 + 
 +Prof. Amal El Fallah Seghrouchni-Holder ofthechair of excellence 
 +Sorbonne University -LIP6 –CNRS–SCAIand UM6P 
 +http://​www.digital-ia.org 
 +Amal.Elfallah@lip6.fr 
 + 
 +Prof. Raed AbuzitarSCAI Abu DhabiRaed.Zitar@sorbonne.ae 
 + 
 +**ONLY SHORT-LISTED APPLICANTS WILL BE CONTACTED** 
 + 
 + 
 + 
 + 
 + 
 + 
 + 
 +===============***PhD - 2020***=============== ​
  
 ** PhD position in UK ** ** PhD position in UK **
Line 360: Line 1320:
  
  
-==== Jobs ====+==== Jobs Offer ====
  
 +==== Jobs Offer 2023 2024 ====
  
-** Title  **+**  **
  
-Abstract ​ +==== Jobs Offer 2022 2023 ==== 
-[[Url |text]].+ 
 +**  ** 
 + 
 + 
 +==== Jobs Offer 2021 2022 ==== 
 + 
 +<color #​22b14c>​** Position Research engineer – ShapeUp Keiki! - Inria**</​color>​ 
 + 
 +at the jobin portal: https://​jobs.inria.fr/​public/​classic/​en/​offres/​2022-04684 
 + 
 +You can consult them to apply via the following link: https://​team.inria.fr/​morpheo/​category/​job-offers/​ 
 + 
 +Your contact: Sergi Pujades <​sergi.pujades-rocamora@inria.fr>​ 
 + 
 +NOTE: only complete applications on jobin will be considered. 
 + 
 + 
 + 
 +<color #​22b14c>​** IKTOS SAS - Paris 17 (France) - Senior AI Scientist **</​color>​ 
 + 
 +Link Job offer:​http://​www.lix.polytechnique.fr/​Labo/​Marie-Paule.Cani/​MasterAI/​lib/​exe/​fetch.php?​media=2021_11_02_job_offer_iktos_paris_senior_ai_scientist.pdf 
 + 
 +For more information:​ www.iktos.ai 
 + 
 +How to apply?  
 +  * Start date: asap 
 +  * Location: Paris (17th district) with remote work flexibility 
 +  * Please send your resume and availability for a first phone discussion by email 
 + 
 +Contact: nicolas.drizard@iktos.com ; 
 + 
 + 
 + 
 + 
 + 
 + 
 + 
 + 
 + 
 +========= List of internships for 2018-2019 ============;​
  
-========= List of internships for 2018-2019 ============ 
  
 ==== Master 1 internships (4 to 5 months) ==== ==== Master 1 internships (4 to 5 months) ====
Line 554: Line 1553:
 {{ :​stage_apprentissage_renforcement_2019_es.doc |}} {{ :​stage_apprentissage_renforcement_2019_es.doc |}}
  
-{{ :​stage_apprentissage_renforcement_2019_contraintes.doc |}}+{{ :​stage_apprentissage_renforcement_2019_contraintes.doc |}}
 + 
 + 
  
 ====== PhD thesis proposals ======= ====== PhD thesis proposals =======
 +
 +
 +**                         ,​THALES**
 +
  
 **Automatiser une chaine de renseignement militaire** (THALES, apprenti ou thèse sur 3 ans).  **Automatiser une chaine de renseignement militaire** (THALES, apprenti ou thèse sur 3 ans). 
internships.1595428584.txt.gz · Last modified: 2020/07/22 16:36 by payan