Neural networks are often among cited technologies when it comes to artificial intelligence latest exploits. The downside is that this technology can be demanding in terms of energy costs. Two Idiap researchers demonstrated that in certain cases you should rather go for classical maths rather than for the AI hype.
In collaboration with a private company, Idiap researchers presented a novel approach to retrieve information from conversations’ transcripts. Their method uses both automatic speech recognition and natural language processing technologies.
The Robot Learning & Interaction research group at Idiap has recently acquired a new tool. A small quadruped robot named SOLO12, whose mission will be to allow the researchers and engineers of the institute to develop new robotic applications based on artificial intelligence.
Researchers from Idiap, EPFL, Leuphana University Lüneburg, and UNIL published in Humanities and Social Sciences Communications results of their work conducted in the midst of the pandemic related lockdowns. Their paper highlights the potential for both theoretical and applied research.
Three new students joined the Genomics & Health Informatics group at Idiap. Coming from universities in Paris and Lausanne, they chose Valais to improve their skills.
Arriving in 2019 for a sabbatical year from the University of Mexico, Esaú Villatoro has now been working at Idiap for more than two years. Between publishing his work and adapting to Swiss life, he looks back on his experience at the institute.
Institute’s researchers in biometrics developed tools for more efficient and more reliable facial recognition techniques in the automotive industry. They made available their results open source.
Idiap Research Institute and the School of Engineering at EPFL invite applications for the directorship of Idiap. The successful candidate will also hold a faculty position as full professor at EPFL School of Engineering.
The Institute nominates every year two students for its internal awards. In 2021, the Best Paper Award goes to Suhan Shetty, and the Best Student Award goes to Parvaneh Janbakhshi. Congratulations!
Suraj Srinivas and Weipeng He received the 2021 PhD Thesis Distinction in Electrical Engineering by the EPFL.
Results from our Genomics & health informatics research group, in collaboration with the Francis Crick Institute in London, describe the use of a computational analysis method to classify images of healthy and affected by amyotrophic lateral sclerosis (ALS) motor neurons. This new technological breakthrough allows a better understanding of the disease and provides guidance for lab research.
A new pan-European doctoral academy has the ambition to become a reference in AI education.
Access to information is a challenge for disabled people, even at a time when communications channels are increasing. An international consortium gathering researchers, as well as private and public partners, under the leadership of the University of Zurich and including Idiap and Icare from the French speaking side of Switzerland was granted 6 million Swiss francs from Innosuisse—completed by 6 million from private partners—to take up this challenge.
Citizens and communities can support the creation of research resources that are more diverse and relevant to the public.
The lack of representativity in databases used to train facial recognition tools often creates biases. Creating a repository of fake faces can resolve these biases. Financed by the Hasler Foundation and under the supervision of Idiap Research Institute, the SAFER project gathers the University of Zurich and the company SICPA.
Head of the Computation, Cognition & Language Group at Idiap, Lonneke van der Plas was nominated professor by the University of Malta. She is affiliated to this university since 2014.
The institute was inspired by the Swiss apprenticeship system to create its Masters in Artificial Intelligence, now it decided to train classic apprentices. Yana and Mattéo, our two apprentices, just started at Idiap.
Head of the Biometrcs security & privacy research group at Idiap, Sébastien Marcel was appointed Professor at School of Criminal Justice (Ecole des Sciences Criminelles) of the University of Lausanne from September 1st. His nomination is strengthening an already deep rooted collaboration between the two institutions.
Students from the Master’s AI completed the program offered by Idiap and Swiss Distance University. Thanks to their project integrated in a company, many of them are receiving job offers from their host company. This approach also fits businesses looking for digital skills.
Awarded in the speech and audio processing field, this prestigious prize was jointly awarded to Prof. Hervé Bourlard, Idiap’s director and head of the Speech & Audio Processing research group, and his colleague Prof. Nelson Morgan from the Berkeley University (USA).
No artificial intelligence without full mastery of maths and statistics
