User Tools

Site Tools


internships

Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revision Previous revision
Next revision
Previous revision
internships [2021/12/14 11:07]
cani
internships [2023/11/23 11:28] (current)
payan [** Subjects for internships 2023-2024 (4 to 5 months)**<color #00a2e8>Turquoise Highlighted Text</color>]
Line 22: Line 22:
  
 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/​
  
  
Line 27: Line 285:
  
  
-** 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 #​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 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
Line 36: Line 379:
  
  
-**Laboratory LERMA, Observatoire de Paris, 61 avenue de l’Observatoire 75014 Paris (France) - Monitoring of evaporation at the global scale using artificial intelligence** +**<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 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
  
Line 45: Line 388:
 Contact & Supervisor: Filipe AIRES, filipe.aires@obspm.fr,​ 06 20 15 22 98  Contact & Supervisor: Filipe AIRES, filipe.aires@obspm.fr,​ 06 20 15 22 98 
  
-**L2S (Laboratoire Signaux et Systèmes ) - (France) - Bayesian optimization for computer simulations and inverse problems (only for Master 2 AI-ViC ans possibilty PhD)**+**<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 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
Line 51: Line 394:
 Contact: Emmanuel Vazquez <​emmanuel.vazquez@centralesupelec.fr>​ Contact: Emmanuel Vazquez <​emmanuel.vazquez@centralesupelec.fr>​
  
- +** <color #​22b14c>​Init ML- Paris 11 (France) - 2 internship offers</​color>​**
-** InitTML- Paris 11 (France) - 2 internship offers**+
  
 Link internship offers : Link internship offers :
Line 63: Line 405:
  
  
-**DRAHI-X-Novation Center- Ecole Polytechnique Palaiseau (France) - Deep learning applied on high-resolution visible images boost oceanic eddy detection**+**<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 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
Line 76: Line 418:
    
  
 +** <color #​22b14c>​Research Laboratory LIX of Ecole Polytechnique (France) internship for Master 2 only</​color>​** : 
  
-** Research Laboratory LIX of Ecole Polytechnique (France) internship for Master ​only** ​2 offers ​+offers:
  
 1)<color #22b14c> Multi-resolution sketches Zooming into scientific illustrations with unlimited levels of details</​color>​ 1)<color #22b14c> Multi-resolution sketches Zooming into scientific illustrations with unlimited levels of details</​color>​
Line 98: Line 441:
  
  
-** GraphDeco/​Inria Sophia-Antipolis (France , near Nice) Masters internships available for Computer Graphics & Deep Learning Research **+** <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. 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.
Line 127: Line 470:
  
  
-** ITKOS -Paris 17 (France) - AI internhip **+** <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 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
Line 142: Line 485:
  
  
-** 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 #​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 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
  
Line 158: Line 501:
  
  
-** PRIMAA - Paris 2 (France) - Détermination du TILs sur des lames +** <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 **+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 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
Line 174: Line 517:
 remy@primaalab.com remy@primaalab.com
  
-** 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 +** <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 **+- 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 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
Line 197: Line 540:
  
  
----- +=============== Subjects for internships 2020-2021 ​ (4 to 5 months) ======================
-**=============== Subjects for internships 2020-2021 ​ (4 to 5 months) ======================**+
  
  
Line 596: Line 938:
  
  
-==== **PhD**====+=============== ​PhD ======================
  
-**2021**+=============== ​**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 **<color #00a2e8> PhD position : Evaluation of sports and rehabilitation movements: An integrated approach from movement measurement to data analysis
Line 715: Line 1221:
  
  
-** 2020 **+===============***PhD - 2020***=============== ​
  
 ** PhD position in UK ** ** PhD position in UK **
Line 815: Line 1321:
  
 ==== Jobs Offer ==== ==== Jobs Offer ====
 +
 +==== Jobs Offer 2023 2024 ====
 +
 +**  **
 +
 +==== Jobs Offer 2022 2023 ====
 +
 +**  **
 +
  
 ==== Jobs Offer 2021 2022 ==== ==== Jobs Offer 2021 2022 ====
  
-** IKTOS SAS - Paris 17 (France) - Senior AI Scientist **+<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 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
Line 829: Line 1356:
   * Please send your resume and availability for a first phone discussion by email   * Please send your resume and availability for a first phone discussion by email
  
-Contact: nicolas.drizard@iktos.com ​+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 1018: 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 =======
internships.1639476478.txt.gz · Last modified: 2021/12/14 11:07 by cani