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Swiss Ai Research Overview Platform
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28
Research Topics
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Computer Vision
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video (tracing)
image reconstruction
images
recognition
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Deduction Systems & KRR & Semantics
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knowledge representation & reasoning
semantic web
deductive systems
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Governance of AI OR Societal Implications
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reliability of AI & computing
ethical or societal implications
regulations & law
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Machine Learning
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self-learning
unsupervised learning
transfer Learning
supervised learning
sparse (dictionary & data set) learning
anomaly detection
reliability
reinforcement learning
explainability
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Natural Language Processing
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speech generation
speech recognition
written text
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Planning & Search & Optimization
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search
planning
optimization
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Robotics
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robots for extreme situation
social robotics
multi-robot systems
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Computer Vision
video (tracing)
image reconstruction
images
recognition
Deduction Systems & KRR & Semantics
knowledge representation & reasoning
semantic web
deductive systems
Governance of AI OR Societal Implications
reliability of AI & computing
ethical or societal implications
regulations & law
Machine Learning
self-learning
unsupervised learning
transfer Learning
supervised learning
sparse (dictionary & data set) learning
anomaly detection
reliability
reinforcement learning
explainability
Natural Language Processing
speech generation
speech recognition
written text
Planning & Search & Optimization
search
planning
optimization
Robotics
robots for extreme situation
social robotics
multi-robot systems
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71
Application Fields
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activities of extraterritorial organisations & bodies
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agriculture & forestry & fishing
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arts & entertainment & recreation
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defence & military applications
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electricity & gas & steam & water supply
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Efficient consumption of electricity & gas & steam & air conditioning supply
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manufacturing
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Other manufacturing
Printing & reproduction of recorded media
Manufacture of wood & of products of wood & cork incl. paper & paper products & furniture; manufacture of articles of straw & plaiting materials
Manufacture of transport equipment
Manufacture of tobacco products
Manufacture of textiles & related products
Manufacture of rubber & plastic products
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Repair & installation of machinery & equipment
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Manufacture of basic pharmaceutical products & pharmaceutical preparations
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Manufacture of machinery & equipment incl. electrical equipment
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professional & scientific & technical activities
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activities of extraterritorial organisations & bodies
Activities of extraterritorial organisations & bodies
agriculture & forestry & fishing
Agriculture & Forestry & Fishing
arts & entertainment & recreation
Libraries & archives & museums & other cultural activities
Creative & arts & entertainment activities
Gaming
Sports activities & & amusement & recreation activities
Gambling & betting activities
defence & military applications
Defence & military applications
electricity & gas & steam & water supply
Efficient consumption of electricity & gas & steam & air conditioning supply
Distribution of electricity & gas & steam & air conditioning supply
Waste collection & treatment & disposal activities; materials recovery
Production of electricity & gas & steam & air conditioning supply
Water collection & treatment & supply & sewerage
Remediation activities & other waste management services
financial & insurance activities
Insurance & reinsurance & pension funding & except compulsory social security
Activities auxiliary to financial services & insurance activities
Financial service activities & except insurance & pension funding
human health & social work activities
Healthcare
Medical devices
Residential care activities
Social work activities without accommodation
Drug development
Digital health
Clinical research
Public health
information & communications technology
Information service activities
Computer programming & consultancy & related activities
Telecommunications
manufacturing
Other manufacturing
Printing & reproduction of recorded media
Manufacture of wood & of products of wood & cork incl. paper & paper products & furniture; manufacture of articles of straw & plaiting materials
Manufacture of transport equipment
Manufacture of tobacco products
Manufacture of textiles & related products
Manufacture of rubber & plastic products
Manufacture of other non-metallic mineral products
Repair & installation of machinery & equipment
Manufacture of metal products except machinery & equipment
Manufacture of basic pharmaceutical products & pharmaceutical preparations
Manufacture of chemicals & chemical products & coke & refined petroleum products
Manufacture of computer & electronic & optical products
Manufacture of food products & beverages
Manufacture of machinery & equipment incl. electrical equipment
media
Programming & broadcasting activities
Motion picture & video & television programme production & sound recording & music publishing activities
Publishing activities
mining & quarrying
Mining & quarrying
professional & scientific & technical activities
Activities of head offices; management consultancy activities
Scientific research & development
Advertising & market research
Other professional & technical activities
Architectural & engineering activities; technical testing & analysis
Legal & accounting activities
public administration
Public administration
Compulsory social security
services
Security & investigation activities
Services to buildings & landscape activities
Travel agency & tour operator reservation service & related activities
Accommodation
Rental & leasing activities
Real estate activities
Other services
Other personal service activities
Office administrative & office support & other business support activities
Food & beverage service activities
Employment activities
transportation & storage
Postal & courier activities
Landtransport & transport via pipelines
Warehousing & support activities for transportation
Air transport
Water transport
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34
Institutions
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ETH domain
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ETHZ - ETH Zurich
EPFL - Ecole Polytechnique Fédérale de Lausanne
Empa - Eidgenössische Materialprüfungs- und Forschungsanstalt
PSI - Paul Scherrer Institut
EAWAG - Swiss Federal Institute of Aquatic Science and Technology
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Research center
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Agroscope - Agroscope
CSEM - CSEM
Idiap - Idiap Research Institute
WSL - Swiss Federal Institute for Forest, Snow and Landscape Research
SIPBB - Switzerland Innovation Park Biel/Bienne
inspire - inspire AG
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University
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UNIBAS - University of Basel
UniBE - University of Bern
UniFR - University of Fribourg
HSG - University of St. Gallen
UZH - University of Zurich
USI - Università della Svizzera italiana
UNIL - Université de Lausanne
UNINE - Université de Neuchâtel
UNIGE - Unversity of Geneva
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University Hospital
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CHUV - Centre Hospitalier Universitaire Vaudois
Inselspital - Inselspital, Bern University Hospital
HUG - University hospitals of Geneva
Kispi - Universitäts-Kinderspital Zürich
Unispital-Basel - Universitätsspital Basel
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University of applied sciences
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BFH - Bern University of Applied Sciences
FFHS - Fernfachhochschule Schweiz
HEVS - HES-SO Valais-Wallis
HSLU - Lucerne University of Applied Sciences and Arts
OST - OST
SUPSI - Scuola universitaria professionale della Svizzera italiana
FHNW - University of Applied Sciences and Arts Northwestern Switzerland
ZHAW - Zürcher Hochschule für Angewandte Wissenschaften
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other
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SIB - SIB Swiss Institute of Bioinformatics
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ETH domain
ETHZ - ETH Zurich
EPFL - Ecole Polytechnique Fédérale de Lausanne
Empa - Eidgenössische Materialprüfungs- und Forschungsanstalt
PSI - Paul Scherrer Institut
EAWAG - Swiss Federal Institute of Aquatic Science and Technology
Research center
Agroscope - Agroscope
CSEM - CSEM
Idiap - Idiap Research Institute
WSL - Swiss Federal Institute for Forest, Snow and Landscape Research
SIPBB - Switzerland Innovation Park Biel/Bienne
inspire - inspire AG
University
UNIBAS - University of Basel
UniBE - University of Bern
UniFR - University of Fribourg
HSG - University of St. Gallen
UZH - University of Zurich
USI - Università della Svizzera italiana
UNIL - Université de Lausanne
UNINE - Université de Neuchâtel
UNIGE - Unversity of Geneva
University Hospital
CHUV - Centre Hospitalier Universitaire Vaudois
Inselspital - Inselspital, Bern University Hospital
HUG - University hospitals of Geneva
Kispi - Universitäts-Kinderspital Zürich
Unispital-Basel - Universitätsspital Basel
University of applied sciences
BFH - Bern University of Applied Sciences
FFHS - Fernfachhochschule Schweiz
HEVS - HES-SO Valais-Wallis
HSLU - Lucerne University of Applied Sciences and Arts
OST - OST
SUPSI - Scuola universitaria professionale della Svizzera italiana
FHNW - University of Applied Sciences and Arts Northwestern Switzerland
ZHAW - Zürcher Hochschule für Angewandte Wissenschaften
other
SIB - SIB Swiss Institute of Bioinformatics
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INNOSUISSE
SFOE
FEDRO
FOEN
SNSF
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Horizon 2020
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Mercator Foundation Switzerland
3
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1 to 30 of 30 projects
UniBE
ML
Unupervised Learning of Interactions from Real Data
EAWAG
ML
Universal Aspects in the Landscape and Dynamics of Deep Neural Networks
CSEM
ML
CV
Ultra-Low Power Visual Perception Systems
UniBE
Robotics
HMI
Towards Intelligent Sensor-enhanced Robotic Neurosurgery
BFH
NLP
ML
HMI
Towards Burnout Risk Detection using Word Embeddings
UNIGE
CV
ML
SMart Agriculture using Lasers and Artificial intelligence
UNIL
ML
Recurrence-independent inference of rare and non-coding functional mutations in cancer
ETHZ
CV
ML
Product localization in densely packed retail environments with computer vision
BFH
ML
Probabilistic Intraday Forecasting of Photovoltaic Power generation for the Swiss Plateau
UniBE
ML
Predict and Monitor Epilepsy After a First Seizure: The Swiss-First Study
WSL
ML
Measuring and Modelling Catastrophic Landslides and Debris Flows
ZHAW
ML
Machine Learning for Demand Response (ML4DR)
CSEM
Localisation
ETHZ
ML
Leveraging CRISPR-Cas for the monitoring of focus organisms in Environmental DNA (CRISPED)
ZHAW
NLP
ML
HMI
Learning to Interact with Humans by Lifelong Interaction with Humans
UZH
ML
Harnessing novel technologies for precision medicine in pediatric diffuse midline glioma
CSEM
ML
Exploring full content of optical signals to enhance cardiac arrhythmia screening
CSEM
ML
Exploring full content of optical signals to enhance cardiac arrhythmia screening
ZHAW
ML
Enzymatic Construction of DNA-Encoded Chemical Libraries (EnzyDEL)
UZH
ML
NLP
Enhanced Code Review: Using Context and Learning from Review Experience
EPFL
ML
Distributed optical fibre sensors optimised using machine learning
Empa
ML
Deploying machine learning for multi-physical fields simulation of metal additive manufacturing
Empa
ML
Data-driven predictive control as a cloud service for efficient building operation
EPFL
ML
Automated Photonic-pulses Processing for Thin Solar Energy Devices (A3P)
BFH
ML
Automated battery database
ETHZ
Robotics
Ascento: simple, fast and versatile mobile robot for inspection and delivery
EPFL
CV
ML
Accurate Ground-based and In-orbit Tracking for Space Debris Capture
CSEM
Accelerating Innovation in Microfabricated Medical Devices
UniBE
CV
ML
A Learning Approach to Image Restoration and Motion Estimation without Ground Truth Data
ETHZ
CV
3D image understanding for urban scenes
1
Aksornchan Chaianong
Alberto Bacchelli
Alessandro Morra
Andrea Dunbar
Angela Meyer
Axel Fuerst
Prof.Christophe Ballif
Ehsan Hosseini
Felix Bünning
Giovanni Ciriello
Jean-Pierre Wolf
Jordan Aaron
Jörg Scheuermann
Prof.Konrad Schindler
Prof.Loic Pellissier
Marco Baity Jesi
Mark Cieliebak
Prof.Mascha Kurpicz-Briki
Mathieu Lemay
Mathieu Salzmann
Prof.Mehmet Fatih Yanik
Olivier Chételat
Paolo Favaro
Philippe Dallemagne
Pierre-François Rüedi
Pieter van Mierlo
Rebecca Buller
Prof.Stefan Weber
Suneetha Sebastian
Tobias Delbruck
1
