Internship offer M2 - Weakly supervised detection of cadastral plots



  • Hello everyone, The CEDRIC (computer laboratory of the CNAM) is currently looking for a trainee at M2 level or end of cycle engineer in deep learning for the interpretation of geographical data.


  • The objective of the internship (cf. PJ) is the identification of plot numbers in old plans (Napoleonic cadastre).


  • Given the small number of annotations available, the objective will be to train detectors on databases of digits of ancient manuscripts and then to carry out learning by transfer and / or adaptation of domain on cadastral data.


  • The start of the internship is scheduled for spring 2020 with a duration of 5 to 6 months.


  • It will preferably take place at the GeF laboratory in Le Mans but can possibly take place at the Cnam Paris (3rd arrondissement).


  • This internship can be continued with a thesis on related topics combining deep learning and geographic data.


  • CV and letter of motivation before 31 october :


  • - [email protected] ; [email protected] ; jean- [email protected] ; [email protected]


Post-doc proposal



  • He is a postdoc at the Mines de Saint-Étienne. Here is the job description: https://ci.mines-stetienne.fr/jobs/2021-CoSWoT-Postdoc.html


Financement Post-Doc LMH / Maths IA / Campus Paris-Saclay



  • Hello Labex Mathématiques Hadamard (LMH) offers postdoctoral funding for a period of two years for a position in the "Mathematics for Artificial Intelligence" program in one of the mathematics laboratories affiliated with the Foundation and Labex:


  • CMAP and CMLS (Ecole Polytechnique) / Centre Borelli (ENS Paris-Saclay) / Fédération de Mathématiques (Centrale-Supelec) / IPhT (CEA-Saclay) / LTCI (Télécom ParisTech) / LAG (IHES) / LaMME (UEVE/ENSIIE) / LMO (Fac ulté des Sciences d'Orsay) / LMV (UVSQ) / MaIAGE (INRA) / MIA Paris (AgroparisTech) / UMA (ENSTA ParisTech).


  • This program aims to develop mathematics at the interfaces with artificial intelligence (in a broad sense) within the scope of Université Paris-Saclay, particularly in the following areas:


  • ► Algebra (coding, cryptography, ...)


  • ► Harmonic Analysis (wavelets, ...)


  • ► Mathematical Logic (verification, proof, ...)


  • ► Probabilities (information theory, stochastic networks, ...)


  • Optimization


  • Statistics (statistical learning, "data science", ...)


  • Annual salary: 25000 € net per year


  • Contract start date: October 2022


  • If you are interested, visit our website and apply online (deadline: December 1, 2021).


  • To contact us, [email protected].


Post-doc - Environmental impact of AI algorithms for intelligent mobility



  • Hello, We, Orange, are offering a post-doc in the development and testing of artificial intelligence algorithms for smart mobility.


  • https://orange.jobs/jobs/offer.do?joid=102047


  • The position can be based in Toulouse, Paris or Belfort at the candidate's preference.


  • Regards, Andre Bottaro, PhD


  • R&D Unit Manager Orange Labs Toulouse - Blagnac



Development of a neural network allowing the acoustic characterization of transport sedimentary



  • Within the Center for Research and Education of Environmental Geosciences (CEREGE), we offer a student, during his internship at the end of his master's or engineering studies, to develop a neural network making it possible to characterize the sediment flow (mass per unit of time) transported in a stream from the sound pressure generated by the latter and measured by hydrophones.


  • CEREGE is a Mixed Research Unit (UMR 34) supervised by Aix-Marseille University (AMU), CNRS (UMR 7330), IRD (UMR 161), the Collège de France and INRA (UMR 1410).


  • Its premises are located on the environmental technopole Arbois-Méditerranée, located on the small Plateau de l'Arbois (Aix-en-Provence, Les Milles).


  • CEREGE is developing research in the disciplines of earth and environmental sciences.


  • This research concerns paleoclimatology and paleoceanography, geodynamics and associated fluids, soil dynamics, water and waste, morphogenesis and natural hazards, planetology and surface geophysics, the evolution of tropical soils, and water resources in the Mediterranean area. context


  • Skills  Deep learning, neural network,


  •  python, Jupyter, Linux


  •  TensorFlow, keras


  • Expected


  •  Development and deployment of a neural network under Jupyter allowing the acoustic characterization of transport sedimentary.


  •  Writing and submission of an article in a scientific journal.


  • Supervisors: Ghislain Gassier: Research Engineer in modeling


  • Possible internship period: February-July, Duration internship: 6 months


  • Send a cover letter and a CV to [email protected]


Postdoc opportunities on Security, Privacy, and Trustworthiness in AI at MBZUAI, UAE



  • The Security Privacy & Trustworthiness in AI (SPriNT-AI) lab led by Dr. Karthik Nandakumar at Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI) is looking for outstanding candidates to fill fully funded postdoctoral Research Fellow positions.


  • The openings are immediate, with a flexible start date, and the positions will remain open until filled. The selected candidate will work on a subset of the following topics:


  • Adversarial attacks and defense mechanisms


  • Robust, secure, and privacy-preserving federated learning


  • Learning on encrypted data


  • Fairness in machine learning


  • Explainable AI


  • Biometric recognition and presentation attack detection


  • Anomaly detection in surveillance videos


  • MBZUAI in Abu Dhabi, United Arab Emirates is the world’s first university devoted to AI. It is a graduate-level, research-based academic institution that offers specialized degree programs in the fields of machine learning, computer vision, and natural language processing. The University is currently in an ambitious expansion phase aiming to be a world leader in AI within the next five years. The University has approximately 150 Masters and PhD students focusing on topics that cover the complete AI lifecycle. Abu Dhabi offers the perfect balance between megacity-convenience and a small-town liberal setting.


  • The SPriNT-AI Lab at MBZUAI has the mission of developing secure, privacy-preserving, and trustworthy machine learning algorithms. The objective is to conduct research that addresses various trust-related issues in machine learning. Dr. Karthik Nandakumar is an Associate Professor in the Computer Vision department at MBZUAI.


  • Prior to that, he worked in the industry for more than a decade as a Research Staff Member at IBM Research and a Research Scientist at Institute for Infocomm Research. He is a Senior Area Editor of IEEE Transactions on Information Forensics and Security (T-IFS) and received the 2019 Outstanding Editorial Board Member award. He is also an Associate Editor for Pattern Recognition journal and a Distinguished Industry Speaker for the IEEE Signal Processing Society.


  • Work Responsibilities: Design, develop, and test novel ideas related to trustworthiness of machine learning systems


  • Publish cutting-edge results at top-quality journals (TPAMI, TIFS, TIP, IJCV, CVIU) and conferences (CVPR, NeurIPS, CCS, ICLR, ICML, ICCV, ECCV, AAAI, IJCAI, and KDD)


  • Assist with writing research/grant proposals to seek external funding opportunities with government agencies and industry


  • Assist in the development of teaching materials for core machine learning/ computer vision courses as well as new courses related to ML security


  • Mentor and guide Masters, PhD students, and Research Assistants


  • Required Qualifications: PhD in Computer Science, Electrical Engineering or related field


  • Solid background in computer vision and machine learning


  • Good programming experience with Python/C/C++ and PyTorch/Tensorflow


  • Good written and spoken communication skills


  • Good publication record


  • Key Benefits: Attractive salary with supplementary benefits and no tax


  • Initial contract will be for a period of 1 year, with possible further extension based on performance


  • Opportunity to work in a young and rapidly growing research-focused University and an ambitious research group


  • State-of-the-art computing facilities including large GPU clusters


  • Opportunities for collaboration with other world-class institutions such as Weizmann Institute of Science


  • MBZUAI is located within the Masdar City Free Zone, one of the world’s most sustainable urban developments, with great opportunities and support for entrepreneurial activities


  • Interested applicants should email their CV directly to Dr. Karthik Nandakumar ([email protected]. ae). Shortlisted candidates will be requested to submit other supporting documents at a later stage.



RVL (Computer and Robot Vision Lab) of the Kyungpook National University, Daegu, Korea has open positions



  • Dear colleagues and students, The CRVL (Computer and Robot Vision Lab) of the Kyungpook National University, Daegu, Korea has open positions. We're looking both for enthusiastic PhD students and post-doctoral researchers. More specifically, we have the following open positions


  • PhD Students * Computer Vision for 6D Pose Estimation of Indoor Objects: working on CNNs or deep neural networks to find the position and orientation of indoor objects from an RGBD image.


  • * Computer Vision for Mono-depth reconstruction: working on deep neural networks to reconstruct the depth (or disparity) map of a real object from an RGB image.


  • * Multi-view stereo: working on deep neural network architectures for reconstructing 3D terrestrial shape from multi-view satellite images.


  • * Visual SLAM: working on indoor and outdoor visual SLAM for autonomous vehicles or field robots.


  • Post-doctoral researchers * Computer Vision for 6D Pose Estimation of Indoor Objects: working on CNNs or deep neural networks to find the position and orientation of indoor objects from an RGBD image.


  • * Computer Vision for Mono-depth reconstruction: working on deep neural networks to reconstruct the depth (or disparity) map of a real object from an RGB image.


  • * Multi-view stereo: working on deep neural network architectures for reconstructing 3D terrestrial shape from multi-view satellite images.


  • * Artificial Intelligence for road scene understanding for an autonomous vehicle.


  • * Visual SLAM: working on indoor and outdoor visual SLAM for autonomous vehicles or field robots.


  • Salary is about $2200 / month plus insurance (this is a very good salary for the living costs in Daegu, Korea).


  • The post-doctoral position is for a maximum of 24 months, however it can be extended.


  • I will be the supervisor, please contact with me at [email protected] for more information.


  • Thanks in advance, Soon-Yong Park Professor/Ph.D. School of Electronics Engineering Department of Robot and Smart System Engineering Kyungpook National University


  • IT-1 Building #413 Dahak-ro 80, Puk-gu Daegu, 41566 South Korea Phone: +82-53-950-7575


  • Fax: +82-53-950-5505


  • Email: [email protected]


  • Lab Homepage: http://vision.knu.ac.kr


  • University Homepage: http://knu.ac.kr