Andrea CavallaroExpertise
Machine learning for multimodal perception, computer vision, machine listening, and information privacy.
Enseignement et PhD Doctorant·es actuel·les Yung-Chen Tang, Ante Maric, Cen Lu, Haruki Shirakami, Lei Xu, Dina El Zein, Jose Rafael Espinosa Mena, Shashi Kumar, Martin Schonger, Olena Hrynenko, Darya Baranouskaya Cours Deep learning EE-559 Ce cours explore la conception de réseaux de neurones discriminatifs et génératifs fiables, ainsi que les enjeux éthiques de l'acquisition
Fabio ZulianiAssemblée d'école - Candidacy After starting my studies in Microengineering at EPFL in 2012, I quickly became involved in the representation of the students, first as class representative for 4 years, then as Student Body Member for the Conseil de Faculté STI and finally as Vice-president of the AGEPoly (EPFL's Students Union) for a one-year term in 2015-2016. After pursuing my Master Thesis at Northeastern University (Boston, Massachusetts), I came back to work in a startup in EPFL-Fribourg for one year
Charlotte Cäcilie Gertrud BunneCharlotte Bunne is an assistant professor at EPFL in the School of Computer and Communication Sciences (IC) and School of Life Sciences (SV). She is part of the Swiss Institute for Experimental Cancer Research (ISREC) and the EPFL AI Center. Before, she was a PostDoc at Genentech and Stanford working with Aviv Regev and Jure Leskovec and completed a PhD in Computer Science at ETH Zurich working with Andreas Krause and Marco Cuturi. During her graduate studies, she was a visiting researcher at the Broad Inst
Daniel Alexander Florez OrregoEnseignement et PhD Doctorant·es actuel·les Vibhu Baibhav Cours Advanced energetics ME-451 Méthodes pour l'utilisation rationnelle et la conversion de l'énergie dans les processus industriels: comment analyser l'utilisation de l'énergie, calculer la récupération de chaleur par analyse de pincement, définir le réseau d'échangeurs thermiques et réaliser une analyse exergétique.
Roger G. ClercEnseignement et PhD Cours The making of an innovative medicine BIO-698
Amir Roshan ZamirAmir Zamir is a Tenure-Track Assistant Professor of Computer Science at the Swiss Federal Institute of Technology in Lausanne (EPFL). Prior to EPFL, he spent time at Stanford, UC Berkeley, and UCF. His research interests are broadly in computer vision, machine learning, perception-for-robotics, and AI. He has been recognized with CVPR (2018) Best Paper Award, CVPR (2016) Best Student Paper Award, CVPR (2020) Best Paper Award Nomination, and NVIDIA Pioneering Research Award (2018), among others. His research has been covered by various press outlets, such as The New York Times or Forbes.
Christophe Emmanuel GenoudExpertise
Science politique, administration, politique publique, prise de décision, sociologie des organisations, management
Manager public, Secrétaire général d'une commune genevoise, Président de Conseil d'administration, intervenant vacataire à la Haute Ecole Spécialisée de Suisse Occidentale (HES-SO) à Lausanne, chargé de cours à l'Ecole Polytechnique fédérale de Lausanne (EPFL), spécialiste en organisation, auteur d'un ouvrage sur le management "Leadership, agilité, bonheur au travail : Bullshit !" au
Martin SchrimpfExpertise
NeuroAI, computational neuroscience, computer vision, natural language processing, human alignment, startups [CV]
Mission
Modeling the brain: Martin's research focuses on a computational understanding of the neural mechanisms underlying natural intelligence in vision and language. To achieve this goal, he bridges Deep Learning, Neuroscience, and Cognitive Science, building artificial neural network models that match the brain’s neural representations in their internal processing and are aligned to
Jo François TaillieuEnseignement et PhD Doctorant·es actuel·les Julien Heil Cours Théorie et critique du projet BA3 (Taillieu) AR-201(m) Une maison est le simple sujet d'étude de cet atelier. Un sujet d'une complexité simple. Apprendre à construire une maison, c'est apprendre à construire l'architecture. Le programme de l'atelier est le logement fonctionnaliste et sa composition adéquate face à un contexte bâti ou paysager. Théorie et critique du projet BA4 (Taillieu) AR-202(m) Une maison est
Pedro Correa FernandezPedro Correa Fernández is a Doctoral Candidate in Architecture at Columbia GSAPP. Before joining GSAPP, he was an adjunct professor at the Architecture School of Universidad Católica de Chile where he taught seminars and lectures on architecture history and related epistemological, aesthetic, and political issues. His current work examines the mediations between technical knowledge, artisanal crafts, and global industrial capitalism in early nineteenth-century Latin America.Pedro holds an architecture degre
Mats Julius StensrudEnseignement et PhD Doctorant·es actuel·les Ignacio Gonzalez Perez, Gellért Géza Perényi, Lorenzo Gasparollo, Julien David Laurendeau A dirigé les thèses EPFL de Matias Janvin, Amit Sawant Cours Causal thinking MATH-352 Ce cours donnera une présentation unifiée des méthodes modernes d'inférence causale. Nous nous concentrons sur les concepts, et nous présenterons des exemples et des idées provenant de diverses disciplines scientifiques, notamment la médecine, l'informatique, l'ingénierie,
Emmanuel AbbéMission
Chair of Mathematical Data Science (SB/IC)The research in the chair of Mathematical Data Science (MDS) focuses on the mathematical principles that underpin the analysis and design of information and data science technologies. As branches of mathematics, this involves probability, statistics, and discrete mathematics, and as specific fields, machine learning and information theory. Please consult http://deepfoundations.ai/ for postdoc applications.
Emmanuel Abbe received his Ph.D. degree from the EEC Denis GilletDenis Gillet received the Diploma in Electrical Engineering from the Swiss Federal Institute of Technology in Lausanne (EPFL) in 1988, and the Ph.D. degree in Information Systems also from the EPFL in 1995. During 1992 he was appointed as Research Fellow at the Information Systems Laboratory of Stanford University in the United States. He is currently Maître d'enseignement et de recherche at the EPFL School of Engineering, where he leads the React research group. His current research interests include Technologies Enhanced Learning (TEL), Human Computer Interaction (HCI), Human Devices Interaction (HDI) and Optimal Coordination of Complex and Distributed Systems. Denis Gillet is affiliated at EPFL with the Center for Intelligent Systems and the Center for Digital Education.
Touradj EbrahimiTouradj EBRAHIMI received his M.Sc. and Ph.D., both in Electrical Engineering, from the Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland, in 1989 and 1992 respectively. In 1993, he was a research engineer at the Corporate Research Laboratories of Sony Corporation in Tokyo, where he conducted research on advanced video compression techniques for storage applications. In 1994, he served as a research consultant at AT&T Bell Laboratories working on very low bitrate video coding. He is currently Professor at EPFL heading its Multimedia Signal Processing Group. He is also the Convenor of JPEG standardization Committee. He was also adjunct Professor with the Center of Quantifiable Quality of Service at Norwegian University of Science and Technology (NTNU)between 2008 and 2012.
Prof. Ebrahimi has been the recipient of various distinctions and awards, such as the IEEE and Swiss national ASE award, the SNF-PROFILE grant for advanced researchers, Four ISO-Certificates for key contributions to MPEG-4 and JPEG 2000, and the best paper award of IEEE Trans. on Consumer Electronics . He became a Fellow of the international society for optical engineering (SPIE) in 2003. Prof. Ebrahimi has initiated more than two dozen National, European and International cooperation projects with leading companies and research institutes around the world. He is a co-founder of Genista SA, a high-tech start-up company in the field of multimedia quality metrics. In 2002, he founded Emitall SA, start-up active in the area of media security and surveillance. In 2005, he founded EMITALL Surveillance SA, a start-up active in the field of privacy and protection. He is or has been associate Editor with various IEEE, SPIE, and EURASIP journals, such as IEEE Signal Processing Magazine, IEEE Trans. on Image Processing, IEEE Trans. on Multimedia, EURASIP Image Communication Journal, EURASIP Journal of Applied Signal Processing, SPIE Optical Engineering Magazine. Prof. Ebrahimi is a member of Scientific Advisory Board of various start-up and established companies in the general field of Information Technology. He has served as Scientific Expert and Evaluator for Research Funding Agencies such as those of European Commission, The Greek Ministry of Development, The Austrian National Foundation for Scientific Research, The Portuguese Science Foundation, as well as a number of Venture Capital Companies active in the field of Information Technologies and Communication Systems. His research interests include still, moving, and 3D image processing and coding, visual information security (rights protection, watermarking, authentication, data integrity, steganography), new media, and human computer interfaces (smart vision, brain computer interface).
He is the author or the co-author of more than 200 research publications, and holds 14 patents. Prof. Ebrahimi is a member of IEEE, SPIE, ACM and IS&T.
See the URL below for more details:
http://mmspl.epfl.ch Thierry MeyerOriginaire de Genève, né en 1961, Thierry Meyer reçoit en 1986 son diplôme (MSC) dingénieur chimiste de lEcole Polytechnique Fédérale de Lausanne (EPFL). Il reçoit en 1989 son doctorat (PhD) à EPFL pour sa thèse sur le micromélange dans des milieux fortement visqueux. Il rejoint l'institut du génie chimique de 1989 jusqu'à 1993 en tant que scientifique senior dans le domaine des réactions de polymérisation. Il entre, en 1994, à la division " Pigments " de Ciba-Geigy SA, où il travaille au développement et à la mise en production de plusieurs pigments de hautes performances. Il assume la fonction de chef de projets pour l'introduction de nouveaux pigments en fabrication. En 1997, il est nommé chef de fabrication pour la production de la division pigments de Ciba Spécialités Chimiques SA à Monthey. Il est pendant cette même période nommé chargé de cours à l'EPFL. Retournant à l'institut du génie chimique d'EPFL à Lausanne vers la fin de 1998, il a été nommé « d'enseignement de maître et de recherche » (MER) pour mener un nouveau groupe de recherche dans le domaine des polymères et les fluides supercritiques, et enseigner aux chimistes, ingénieurs chimistes et en sciences des matériaux, les disciplines telles que le développement de procédés, l'introduction au génie chimique, le chimie organique et des polymères au programme de bachelor et master. En 2005 il assume la responsabilité du service de Sécurité et Santé au Travail de la faculté des sciences de base en plus de ses activités de recherches traitant de la gestion des risques (risk management) et des fluides supercritiques. Il enseigne actuellement l'introduction au génie chimique au niveau bachelor, le risk management au niveau master et des cours de formation continue dans le domaine de la sécurité (safety) et de la gestion des risques (engineering risk management). Il agit également comme consultant et expert en matière de risk management et génie chimique auprès du tribunal de l'ICC (chambre de commerce internationale) du World Business Organization, auprès de plusieurs bureaux d'études et de consultants ainsi quauprès dindustries. Thierry Meyer est actuellement membre de plusieurs associations internationales de la fédération Européenne du génie chimique et de la société chimique Américaine et American Institute of Chemical Engineers. Il a été élu Président de la European Working Party on Polymer Reaction Engineering de 2001 jusqu'à 2006. Il est actuellement le représentant académique Suisse dans la European Working Party on Loss Prevention and Safety Promotion et dans la European Working Party on Education. Il est membre de plusieurs editorial boards: Chemical Engineering Research and Design, Macromolecular Reaction Engineering, Chemical Engineering and Technology, Journal of Chemical Health and Safety.
Ian SmithPhD Université de Cambridge, 1982 Interêts 1 Contrôle actif de la forme des structures pour améliorer leur aptitude au service et leur déploiement 2 Structures biomimétiques (apprentissage, auto-diagnostic, auto-réparation) 3 Gestion de l'infrastructure par l'identification structurale 4 Applications avancées de l'informatique Plus de détails, voir https://www.epfl.ch/labs/imac/fr/recherche/smith_ian_fr/ Pascal FrossardTeaching & PhD PhD Students Yiming Qin, Alba Carballo Castro, Elisa Messori, Ke Wang, Sevda Ögüt, Tuna Alikasifoglu, William Cappelletti, Manuel Madeira, Mahdi Amiri, Ortal Yona Senouf, Vasiliki Rizou, Cem Bilaloglu, Abdellah Rahmani, Amel Abdelraheem, Jérémy Jean Philippe Baffou, Adam Hazimeh, Vincent Jung, Yike Zhao Past EPFL PhD Students Dan Jurca, Jean-Paul Wagner, Ivana Radulovic, Ivana Tosic, Effrosyni Kokiopoulou, Zafer Arican, Vijayaraghavan Thirumalai, Tamara Tosic, Eirina Bourtsoulatze, Elif Vur
Mohamed BouriDr. Mohamed Bouri is a group leader of Rehabilitation and Assistive Robotics in LSRO and lecturer of Robotics and Industrial Robotics. He graduated in Electrical Engineering in 1992 and obtained his PhD degree in 1997 in Industrial Automation at INSA LYON, France. Since 1997, he is at EPFL and is mainly active in the field of robot control, automation and robot design for medical and industrial applications. He is the head of Rehabilitation and Assistive Robotics group since 2005 and has strong references with the development of robotic devices for lower limb rehabilitation : The MotionMaker and WalkTrainer commercialzed by the company Swortec. His ongoing research currently focuses on the development of exoskeletons and the associated control strategies. His main current projects are TWIICE, a lower limb exoskeleton for people with paraplegia, AUTONOMYO, a walk assistance exoskeleton for people with muscle weakness, and the HiBSO, a hip orthosis for elderly.
