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28 Research Topics
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ETH domain
Ecole Polytechnique Fédérale de Lausanne

EPFL is Europe’s most cosmopolitan technical university. It welcomes students, professors and collaborators of more than 120 nationalities. EPFL has both a Swiss and international vocation and focuses on three missions: teaching, research and innovation.

 

EPFL collaborates with an important network of partners, including other universities and colleges, secondary schools and gymnasiums, industry and the economy, political circles and the general public, with the aim of having a real impact on society.

Last updated: 07.06.2022

Website
https://www.epfl.ch/
Structure

EPFL is headed by the Direction, which is composed of the President, the Vice Presidents and the Central Services. It is substructured into five Schools, two Colleges, an EPFL Assembly, a Council of EPFL teachers and multiple Centres.

Research areas
Artificial Intelligence
Research fields
Natural Language Processing, Machine Learning, Deduction Systems & KRR & Semantics, Computer Vision
Research topics
written text, images, video (tracing), unsupervised learning, anomaly detection, explainability, semantic web
Employees
5
Contact info


1015 Lausanne

5 School 10 Institute 26 Research lab 30 Projects 27 People
Embedded Systems Laboratory, Sciences et Techniques de l'Ingénieur
Zerbi Group, Sciences et Techniques de l'Ingénieur
Earthquake Engineering and Structural Dynamics, School of Architecture, Civil and Environmental Engineering
Swiss Data Science Center, EPFL Hub
Mathis Laboratory of adaptive motor control, School of Life Sciences
Laboratory for Information in Networked Systems, School of Computer and Communication Sciences
Machine Learning and Optimization Laboratory, School of Computer and Communication Sciences
Biorobotics Laboratory, Sciences et Techniques de l'Ingénieur
Distributed Information Systems Laboratory, School of Computer and Communication Sciences
Image and Visual Representation Lab, School of Computer and Communication Sciences
Laboratory of photovoltaics and thin-films electronics, Sciences et Techniques de l'Ingénieur
Risk Analytics and Optimization Chair
Systems Control and Multiagent Optimization Research, Sciences et Techniques de l'Ingénieur
Business Analytics
Laboratoire de biomécanique en orthopédie, Sciences et Techniques de l'Ingénieur
Signal Processing Laboratory 2, Sciences et Techniques de l'Ingénieur
Prof. Naef Group UPNAE, School of Life Sciences
Urban Transport Systems Laboratory, School of Architecture, Civil and Environmental Engineering
Automatic Control Laboratory, Sciences et Techniques de l'Ingénieur
Signal Processing Laboratory LTS2, Sciences et Techniques de l'Ingénieur
Multimedia Signal Processing Group, Sciences et Techniques de l'Ingénieur
Human-Computer Interaction Group, School of Computer and Communication Sciences
Distributed Intelligent Systems and Algorithms Laboratory, School of Architecture, Civil and Environmental Engineering
Computer Vision Laboratory, School of Computer and Communication Sciences
Computational Quantum Science Lab, School of Basic Sciences
Interaction Systems Group, Sciences et Techniques de l'Ingénieur
EPFL
ML
Learning and Inference via Information Measures
EPFL
ML
NLP
Distributed Training of Transformers - Scalable,...
EPFL
ML
Robotics
PSO
Controlling, planning, and learning movements in robots...
EPFL
ML
Neural circuits mechanisms of forelimb motor adaptation
EPFL
Gov-ELSI
HYBRID MINDS: Experiential, Ethical and Legal...
EPFL
DATA-ASSISTED STORYTELLING FOR COMMERCIAL VIDEOS
EPFL
CV
Intelligent Bridge Inspection
EPFL
Robotics
Water savings and termination of Leakage through Smart...
EPFL
ML
Blue Networks. How the Locus Coeruleus controls and...
EPFL
CV
Modeling People and their Clothes in Crowded Scenes
EPFL
ML
Gov-ELSI
Learning for Safety in Data-driven Control
EPFL
ML
Machine learning and patient-specific biomechanical...
EPFL
NLP
ML
Integrated multi-scale analysis of translation:...
EPFL
ML
Automated Photonic-pulses Processing for Thin Solar...
EPFL
ML
PSO
DOPE - Deep Optimization
EPFL
Robotics
ML
Adaptive data-driven controller for non-linear...
EPFL
CV
Robotics
Flash LiDAR based Real-time Autonomous Navigation...
EPFL
ML
Distributed optical fibre sensors optimised using...
EPFL
CV
Synergistic Approach to Capturing and Exploiting...
EPFL
CV
ML
Accurate Ground-based and In-orbit Tracking for Space...
EPFL
CV
ML
Gov-ELSI
Measuring and Improving Explainability for AI-based...
EPFL
ML
Graph Neural Networks for Explainable Artificial...
EPFL
ML
Data-driven approximation of haemodynamics by combined...
EPFL
ML
Gov-ELSI
Narratives from the long tail: transforming access to...
EPFL
ML
Machine Learning Simulation of Many-Body Quantum Matter
EPFL
NLP
MAS
Gov-ELSI
Controling The Spread of Epidemics: A Computing...
UNIL
ML
Design and application of CytoxPred. Machine-learning...
UNIGE
CV
ML
The 100µPET project: Pioneering ultra-high resolution...
USI
ML
ML2 - Multilevel and Domain Decomposition Methods for...
UniFR
ML
Pushing All Solid-State Batteries to Their Full...
Dario Floreano
  Prof.Touradj Ebrahimi
  Prof.Giuseppe Carleo
  Denis Gillet
  Prof.Simone Deparis
  Dr.David Atienza Alonso
  Prof.Johan Auwerx
  Prof.Johan Auwerx
  Suneetha Sebastian
  Radhakrishna Achanta
Marcello Ienca
  Pascal Fua
  Olivier Verscheure
  Prof.Katrin Beyer
  Valerio Zerbi
  Prof.Christophe Ballif
  Prof.Giancarlo Ferrari-Trecate
  Prof.Daniel Kuhn
  Prof.Negar Kiyavash
  Prof.Alireza Karimi
  Prof.Maryam Kamgarpour
  Prof.Colin Jones
  Prof.Nikolas Geroliminis
Giulio Salizzoni
  Prof.Volkan Cevher
  Prof.Felix Naef
  Prof.Pierre Vandergheynst