D-INFK news channel
All stories that have been tagged with Research
Predictions of the effect of drugs on individual cells are now possible
- Spotlight
- ETH AI Center
- Biomedical Informatics Group
- News und highlights
- Institute for Machine Learning
- Centers and cooperations
- Machine learning
- Front – Spotlight
- Research
Experts from ETH Zurich including Professor Gunnar Rätsch, the University of Zurich, and the University Hospital Zurich have used machine learning to jointly create an innovative method. This new approach can predict how individual cells react to specific treatments, offering hope for more accurate diagnoses and therapeutics.
Morph Tales achieves 2nd place at the Digital Awards
- Artificial intelligence
- ETH AI Center
- Award
- Research
- Game Technology Center (GTC)
The German Bundesverband Hochschulkommunikation has awarded its 2023 Digital Award to four outstanding digital communications projects. Among the winners is ETH Zurich (2nd place) with the game "Morph Tales", developed by D-INFK members.
"Morph Tales" - a new ETH game invites you to get to know AI research
- Spotlight
- Artificial intelligence
- ETH AI Center
- Video
- Game Technology Center (GTC)
- Front – Spotlight
- Research
The Morphs are here! The smart, eager-to-learn creatures are now waiting in the ETH main building for players to train them. "Morph Tales - Exploring Artificial Intelligence" is a new game from ETH Zurich that is fun to play and shows how humans and AI master tasks together.
“For very small problem sizes a classical computer is faster”
- Spotlight
- High-performance computing
- Institute for High Performance Computing Systems
- Scalable Parallel Computing
- Faculty
- Front – Spotlight
- Staff
- Research
In theory, quantum computers vastly outperform classical computers in terms of computing speed. For them to do so in practice, it is necessary to design more and novel high-speed algorithms, says ETH supercomputing specialist Torsten Hoefler.
Learn a language by chatting with an AI tutor
- Artificial intelligence
- News
- Start-up
- Research
Former computer science students David Niederberger and Philipp Hadjimina co-founded the ETH spin-off Quazel. The new AI-based language learning app acts as a tutor, adapting to the users' skills and correcting their mistakes.
Saving lives with Artificial Intelligence
- Spotlight
- Artificial intelligence
- Information Science and Engineering
- Algorithms
- Machine learning
- Front – Spotlight
- Research
Doctoral student Fabian Laumer and his colleagues are using machine learning to develop new personalised 3D models of the beating human heart. Their objective is to assist clinicians and improve the diagnosis and treatment of cardiovascular diseases, the most prevalent cause of deaths worldwide.
Scientists develop completely mobile Virtual Reality tools to be used anywhere
- Artificial intelligence
- Sensing, Interaction & Perception Lab
- News
- Virtual and augmented reality
- Research
Two new projects from the Sensing, Interaction & Perception Lab of Professor Christian Holz advance the versatility of today’s Virtual Reality (VR) platforms, taking advantage of common devices such as a fitness watch or a smartphone. By developing novel AI frameworks, they allow VR users to freely interact in 3D space and grab objects that are out of sight, or even play in places as small as a car, a train or an airplane seat.
A new form of human-computer interaction
- Spotlight
- Artificial intelligence
- Machine learning
- Front – Spotlight
- Secure, Reliable, and Intelligent Systems Lab
- Research
Luca Beurer-Kellner, Marc Fischer and Prof. Martin Vechev created a new open-source platform and programming language called LMQL that make it easier, cheaper, and safer to interact with large language models like ChatGPT.
“A development freeze would jeopardise transparency.”
- Spotlight
- Artificial intelligence
- ETH AI Center
- Front – Spotlight
- Research
In an open letter, tech luminaries from the worlds of science and industry are calling for a freeze on training new AI models that are more powerful than GPT-4. ETH AI experts Andreas Krause and Alexander Ilic from the ETH Zurich AI Center consider this to be difficult to enforce and associated with risks.
Tracing a digital shadow
- Spotlight
- Institute for Machine Learning
- Machine learning
- Front – Spotlight
- Information Science and Engineering
- Research
Psychologist Verena Zimmermann joins computer scientists Joachim Buhmann and Elgar Fleisch to discuss whether our feelings can be measured, what role they play in human-machine interactions, and the use of smart technologies.
AI research will support the analysis of large medical dataset
- Artificial intelligence
- Spotlight
- Front – Spotlight
- Data science
- Research
Prof. Gunnar Rätsch is part of the new platform created by The LOOP Zurich. The goal is to support the exchange of health data between the University of Zurich, ETH Zurich and the four university hospitals, allowing data to be utilised quickly and easily to the benefit of patients.
The dawn of trustworthy and cooperative artificial intelligence
- Spotlight
- Artificial intelligence
- ETH AI Center
- Video
- Researchers in focus
- Institute for Machine Learning
- Front – Spotlight
- Research
Are we witnessing the rise of a different, adaptive artificial intelligence (AI) that works with humans and supports them with smart decisions? Computer scientist Niao He is investigating how this kind of AI can be theoretically underpinned so that it really does provide benefits.
In search for the intelligent machine
- Spotlight
- Artificial intelligence
- ETH AI Center
- Robotics and drones
- Algorithms
- Centers and cooperations
- Machine learning
- Front – Spotlight
- Research
ETH AI Center fellow Elvis Nava teaches robots to carry out oral and written commands. To this end, he sends them to “training camps” where they learn to combine image, text and motion data.
More precise treatment
- Artificial intelligence
- Spotlight
- Biomedical Informatics Group
- Medical and bioinformatics
- News und highlights
- Institute for Machine Learning
- Machine learning
- Front – Spotlight
- Research
The mTORUS project, funded by The LOOP Zurich, will use AI to explore novel treatments for urinary tract infections. Professor Gunnar Rätsch and Senior Scientist Andre Kahles from the Biomedical Informatics Lab are among the researchers involved.
Computer graphics help treat cleft lip and palate
- Centers and cooperations
- Visual computing
- News
- Computer Graphics Laboratory
- Institute of Visual Computing
- Research
PD Dr. Andreas Mueller from University Hospital Basel and Dr. Barbara Solenthaler from the Computer Graphics Laboratory at D-INFK are combining medicine and computer graphics to improve pre-surgical cleft lip and palate treatment.
“Games are empathy machines”
- Spotlight
- Researchers in focus
- Game Technology Center (GTC)
- Centers and cooperations
- Faculty
- Diversity
- Front – Spotlight
- Virtual and augmented reality
- Staff
- Research
- Centres
Johanna Pirker, Assistant Professor at Graz University of Technology, spent September and October as a visiting professor at the Game Technology Center (GTC) of ETH Zurich. In this interview, she explains what we can learn from video games and why our image of gamers does not correspond to reality.
Researchers deliver science for humanitarian action
- Network Security Group
- News
- Institute of Information Security
- Security
- News und highlights
- System Security Group
- Research
The Engineering for Humanitarian Action initiative by the ICRC, ETH Zurich and EPFL aims to use innovative technologies to help people in need. One of the projects offering tangible improvements is the secure digial infrastructure project, based on the SCION network technology and involving D-INFK professors Srdjan Capkun and Adrian Perrig.
Breathing life into video pixels
- Spotlight
- Researchers in focus
- Topic
- Format
- Research Keywords
- Visual computing
- Front – Spotlight
- Diversity
- Computer Vision and Learning Group
- Institute of Visual Computing
- Research
Autonomous virtual humans that move and behave naturally are Siyu Tang’s vision. One area from which the computer scientist draws inspiration are our behavioural patterns. Collaboration with architects and surgeons provides further input – and it also reveals the enormous potential of virtual people.
A textbook comes to life: Augmented reality for dental specialists
- Spotlight
- ETH AI Center
- Game Technology Center (GTC)
- Centers and cooperations
- Front – Spotlight
- Virtual and augmented reality
- Research
- Centres
Game developers from the ETH Game Technology Center have created an app that explains bone remodelling in a playful way. If students point the camera of their mobile device at the textbook, they find themselves transported to the bone’s surface, where they help cells break down bone tissue.
Using statistical methods to predict the course of disease
- Spotlight
- Artificial intelligence
- ETH AI Center
- Researchers in focus
- Medical and bioinformatics
- Medical Data Science
- Institute for Machine Learning
- Centers and cooperations
- Machine learning
- Front – Spotlight
- Research
- Centres
Data contains much more than just the information on the surface. With statistics, deeper cause-and-effect relationships can be brought to light. This is what Alexander Marx is researching as a Fellow at the ETH AI Center using artificial intelligence. One of his goals is to be able to make predictions regarding diabetes in children.
Bringing a smile to your face
- Spotlight
- Video
- News
- News und highlights
- Visual computing
- Computer Graphics Laboratory
- D-INFK
- Institute of Visual Computing
- Research
The Computer Graphics Laboratory, led by Professor Markus Gross, is working with Align Technology to advance the field of digital dentistry.
Automatically filter and block cookies
- Security
- Research Keywords
- Front – Spotlight
- Research
- Spotlight
- Institute of Information Security
- News und highlights
- Information Security Group
- Topic
- Format
- Research Groups
- Machine learning
- D-INFK
Cookie consent banners only appear to give users control over their data. Researchers from the Information Security Group have developed a browser extension that uses machine learning to recognise and block unnecessary cookies.
“Almost every day, I can say, ‘I learned something new today’”
- Spotlight
- Scientific staff
- Video
- Researchers in focus
- Medical and bioinformatics
- Medical Data Science
- Institute for Machine Learning
- Front – Spotlight
- Diversity
- Data science
- Research
- Staff
In this video, postdoc Ece Özkan Elsen talks about her return to research, why she loves medical data science, and how she works to support other women in computer science.
One step closer to lifelike avatars
- Spotlight
- Advanced Interactive Technologies
- Institute for Intelligent Interactive Systems
- News und highlights
- Front – Spotlight
- Virtual and augmented reality
- Research
Modelling a human being in detail and in motion is a task that continues to challenge developers. Researchers led by Otmar Hilliges, Professor at the Department of Computer Science, showed how to do this more easily: Instead of modelling every last detail, they use intelligent algorithms that learn to automatically render animated avatars in every conceivable pose by observing 3D images of humans in just a few poses.
Artificial intelligence training accelerated
- Artificial intelligence
- Spotlight
- High-performance computing
- News
- Institute for High Performance Computing Systems
- Scalable Parallel Computing
- News und highlights
- Format
- D-INFK
- Research
When working with neural networks, their training is the single most resource-demanding and costly process. Two computer scientists from Torsten Hoefler's team have now developed a software that considerably speeds up training. This will be especially relevant for scientific applications of future users of “Alps” at CSCS.
"You can't invent everything perfectly from the start" - Part 3/3
- Spotlight
- Video
- Teaching
- Programming languages
- Faculty
- Management
- Front – Spotlight
- Research
- Staff
In the last part of this video series, Niklaus Wirth tells us what doors the Turing Award opened for him and how he got one step closer to perfection with each programming language.
"Switzerland had slept through it" - Part 2/3
- Spotlight
- Video
- Teaching
- Programming languages
- Faculty
- Management
- Front – Spotlight
- Research
- Staff
In this continuing conversation, Niklaus Wirth talks about the hurdles he had to overcome when introducing computer science to Switzerland and why the label "made in the USA" was absolutely necessary at the time.
The world is watching: youth and artificial intelligence combat climate change
- Spotlight
- Artificial intelligence
- News und highlights
- Studies
- Machine learning
- Initiatives
- Front – Spotlight
- Data Sciences, Data Systems, and Data Services
- Institute for Computing Platforms (Systems Group)
- Research
David Dao, a doctoral student in the DS3Lab at the Department of Computer Science, visited the 2021 United Nations Climate Change Conference and explains what computer science can do to help.
"I always saw myself as an engineer" - Part 1/3
- Spotlight
- Video
- Teaching
- Programming languages
- Faculty
- Management
- Front – Spotlight
- Research
- Staff
1970, Prof. em. Niklaus Wirth developed the programming language Pascal and became world famous with it. In this conversation with Prof. em. Friedemann Mattern, Wirth talks about the beginnings of computer science and how he influenced them significantly.
Swiss security policy in an unstable world
- Spotlight
- ZISC - Zurich Information Security & Privacy Center
- Security
- News
- News und highlights
- Topic
- Format
- Research Keywords
- D-INFK
- Research
- Centres
During her visit to ETH Zurich, Defence Minister Viola Amherd sketched a picture of an unstable, unpredictable world to which Swiss security policy must adapt. D-INFK contributes to Swiss cyber security through a number of initiatives and projects, including the secure internet architecture SCION and the Cyber Security Master's programme.
"You have to be careful that the loudest ones don't automatically get the most money" - Part 2/2
- Spotlight
- High-performance computing
- Video
- Researchers in focus
- Studies
- Teaching
- Faculty
- Management
- Front – Spotlight
- Research
- Staff
Carl August Zehnder's work not only shaped the Department of Computer Science, but also the Swiss state and society. In this continuing conversation, the founder of D-INFK explains the benefits of associations, how not to lose touch in a fast-moving field and why openness is of great importance for computer scientists.
A timeline of computer science
- Spotlight
- Front – Spotlight
- News und highlights
- Research
What was the first computer at ETH Zurich? When did ETH students get e-mail accounts? Who founded the Department of Computer Science? From 1947 to 2021, this timeline represents some of the most important events that led to the founding of D-INFK in 1981 and that have influenced its development since, as well as some significant computing and information technology milestones.
"There was a big urge to finally train computer scientists" - Part 1/2
- Spotlight
- High-performance computing
- Video
- Researchers in focus
- Studies
- Teaching
- Faculty
- Management
- Front – Spotlight
- Research
- Staff
Professor emeritus Carl August Zehnder is one of the founders of the Department of Computer Science. In this video, he talks about how his research field developed out of practical necessity, the competitive pressure against other departments, and the importance of infrastructure at ETH Zurich.
Computer scientists take on the quantum challenge
- Spotlight
- Applied Cryptography
- Cryptography
- Institute of Information Security
- Secure, Reliable, and Intelligent Systems Lab
- News und highlights
- Front – Spotlight
- Research
- Institute for Programming Languages and Systems
For a long time, the development of quantum computers was concerned with theoretical and hardware aspects. But as the focus shifts towards programming, software and security issues, the classical computer sciences are coming back into play.
"Managers who know how to program are better managers" - Part 2/2
- Spotlight
- High-performance computing
- Video
- Researchers in focus
- Studies
- Teaching
- Faculty
- Management
- Front – Spotlight
- Research
- Staff
Professor emeritus Walter Gander was a strong advocate for computer science since the 80s. He was committed to independent computer science teaching in Swiss schools, supported women in CS and participated in development projects abroad. In the second part of this interview, Walter Gander tells us about his work as head of department, his long-term book projects and how copy & paste was done in the 80s.
New, high-resolution models merge weather and climate
- Learning and Adaptive Systems
- News
- Institute for High Performance Computing Systems
- Scalable Parallel Computing
- Institute for Machine Learning
- Centers and cooperations
- SDSC - Swiss Data Science Center
- Research
- Centres
The EXCLAIM research initiative is developing a new generation of high-resolution weather and climate models. D-INFK professors Torsten Hoefler and Andreas Krause, as well as the Swiss Data Science Center, are part of the multidisciplinary project.
"We professors have the privilege that our profession is also our hobby" - Part 1/2
- Spotlight
- High-performance computing
- Video
- Researchers in focus
- Studies
- Teaching
- Faculty
- Management
- Front – Spotlight
- Research
- Staff
Prof. em. Walter Gander helped Switzerland acquire a high-performance computer, promoted the implementation of e-mail at ETH Zurich, and wrote the first book using LaTeX. In this interview with Lukas Fässler, high above the rooftops of Zurich, he talks about the beginnings of the Department of Computer Science and about a career that stretched from St. Gallen to Hong Kong.
Four cryptographic vulnerabilities in Telegram
- Spotlight
- Applied Cryptography
- Cryptography
- Institute of Information Security
- Security
- News und highlights
- Front – Spotlight
- Research
Researchers from the Applied Cryptography group led by Professor Kenny Paterson collaborated with scientists from Royal Holloway, University of London to identify several cryptographic weaknesses in the popular messaging platform Telegram.
“Trustworthy AI requires interdisciplinary collaboration”
- Learning and Adaptive Systems
- Artificial intelligence
- Spotlight
- ETH AI Center
- Video
- News und highlights
- Institute for Machine Learning
- Centers and cooperations
- Machine learning
- Front – Spotlight
- Research
How transparent are decisions that are based on artificial intelligence and machine learning? Professor Andreas Krause, Chair of the ETH AI Center and head of the Learning and Adaptive Systems group, shares his thoughts on trustworthy artificial intelligence.
Robots for comfort and counsel
- Spotlight
- Advanced Interactive Technologies
- Robotics and drones
- Institute for Intelligent Interactive Systems
- Researchers in focus
- Centers and cooperations
- Format
- Front – Spotlight
- Diversity
- Max Planck ETH Center for Learning Systems
- Research
From robots that offer solace to algorithms that help judges make fact-based decisions, robotics and machine learning are entering new domains that were once the preserve of humans.
“I wasn’t trying to save the world”
- Spotlight
- Pervasive computing
- Institute for Intelligent Interactive Systems
- Researchers in focus
- Cyberphysical systems
- Faculty
- Front – Spotlight
- Research
- Staff
How does the Internet of Things change our lives? What does computer science mean for society? Before his retirement in 2020, Professor Friedemann Mattern studied small things in a big context.
Early endeavours on the path to reliable quantum machine learning
- ETH AI Center
- Research Keywords
- Front – Spotlight
- Data Sciences, Data Systems, and Data Services
- Research
- Spotlight
- News und highlights
- Topic
- Format
- Research Groups
- Machine learning
- D-INFK
- Institute for Computing Platforms (Systems Group)
- Centres
The future quantum computers should be capable of super-fast and reliable computation. Researchers at the DS3Lab conduct an early exploration for reliable quantum machine learning.
ETH Zurich researchers participate in global study of city microbes
- Biomedical Informatics Group
- News
- News und highlights
- Medical and bioinformatics
- Institute for Machine Learning
- Research
- Data science
Researchers from the Biomedical Informatics Lab at ETH Zurich have participated in an international study to analyse the microbes in the air and on the surfaces of 60 cities, including Zurich. Their findings could help develop new drug therapies and learn more about evolution.
Researchers at ETH Zurich have developed an AI touchscreen with super-resolution
- Spotlight
- Artificial intelligence
- Sensing, Interaction & Perception Lab
- News und highlights
- Machine learning
- Human-computer interaction
- Front – Spotlight
- Research
Researchers from the Sensing, Interaction & Perception Lab have developed CapContact, an AI solution that enables touchscreens to sense with eight times higher resolution than currently existing devices.
Pascal: a programming language that conquered the world
- Spotlight
- Programming languages
- Front – Spotlight
- News und highlights
- Research
In 1970, Professor emeritus Niklaus Wirth designed the programming language Pascal. It became one of the most popular teaching languages and shaped programming languages to come.
Data science and artificial intelligence for the public good
- Artificial intelligence
- Spotlight
- News
- Centers and cooperations
- SDSC - Swiss Data Science Center
- Data science
- Research
- Centres
The Federal Statistical Office (FSO) is joining forces with the Swiss Data Science Center (SDSC) to encourage the use of data science and artificial intelligence within the administration.
Getting curvy with styrofoam
- Spotlight
- Computational Robotics Lab
- Robotics and drones
- Video
- Institute for Intelligent Interactive Systems
- News und highlights
- Front – Spotlight
- Research
Styrofoam fascinates with its many possible applications. Complex, curvy shapes, however, are difficult to produce with conventional cutting tools. For this, Simon Dünser puts a robot to work that efficiently and precisely wields a hot wire.
Virtual reality at your fingertips
- Spotlight
- Sensing, Interaction & Perception Lab
- Institute for Intelligent Interactive Systems
- News und highlights
- Human-computer interaction
- Front – Spotlight
- Virtual and augmented reality
- Research
When a person taps with their fingers, each finger generates a different vibration profile propagating to the wrist through bones. Researchers around Professor Christian Holz have now leveraged this discovery in the development of a dual-sensor wristband that brings intuitive free-hand interaction to virtual productivity spaces.
Building the next generation AI systems
- Spotlight
- Artificial intelligence
- Researchers in focus
- Security
- Secure, Reliable, and Intelligent Systems Lab
- Programming languages
- Front – Spotlight
- Research
- Institute for Programming Languages and Systems
In this interview with the European Research Council, Professor Martin Vechev of the Secure, Reliable, and Intelligent Systems Lab talks about his ERC-funded work, AI breakthroughs, and Europe’s future in the field of AI.
Cool collaboration
- Video
- News
- Data centres
- Centers and cooperations
- SDSC - Swiss Data Science Center
- Data science
- Research
- Centres
Bühler AG and the Swiss Data Science Center have collaborated to establish a new approach for the design of cooling, in order to further increase the process performance and still maintain high part quality.
A digital twin of our planet
- Spotlight
- Artificial intelligence
- High-performance computing
- Institute for High Performance Computing Systems
- News und highlights
- Scalable Parallel Computing
- Front – Spotlight
- Research
A group of scientists is creating a digital twin of our planet to simulate the Earth system in future. Professor Torsten Hoefler from the Institute for High Performance Computing Systems is one of the researchers showing how this can be achieved.
Security flaw in credit cards
- Spotlight
- Institute of Information Security
- Security
- News und highlights
- Information Security Group
- Front – Spotlight
- Research
After finding a vulnerability in certain credit cards for the first time last year, three researchers in the Information Security Group at ETH Zurich were now able to outsmart the PIN codes for other payment cards, namely Mastercard and Maestro.
Detailed tumour profiling
- Spotlight
- Biomedical Informatics Group
- Medical and bioinformatics
- News und highlights
- Institute for Machine Learning
- Front – Spotlight
- Research
As part of a clinical study involving patients from the University Hospitals in Zurich and Basel, researchers are conducting a thorough and highly precise investigation into the molecular and functional properties of tumours. D-INFK Professor Gunnar Rätsch contributed biomedical informatics expertise to the project.
Robots that cut, bees that bite
- Video
- News
- News und highlights
- Research
ETH News takes a look back at 2020 and the highlights that emerged amidst difficult and unsettling times. Among them are exciting ideas and projects from our department.
Raising the profile of quantum research
- Spotlight
- Centers and cooperations
- Front – Spotlight
- Research
- Centres
Quantum research has long since ceased to be an exclusive domain of physics. The purpose of the new ETH Quantum Center is to ensure ETH Zurich’s various competences and activities in this area are networked even more closely and to raise their public profile.
Augmented reality brings artwork to life
- Spotlight
- Game Technology Center (GTC)
- Event
- Centers and cooperations
- Front – Spotlight
- Virtual and augmented reality
- Research
- Centres
An app created by the Game Technology Center at ETH Zurich lets visitors experience the new exhibition at the Graphische Sammlung in an interactive way.
450 logic errors found in popular databases
- Spotlight
- Advanced Software Technologies Lab
- Front – Spotlight
- News und highlights
- Research
- Institute for Programming Languages and Systems
Dr. Manuel Rigger and Professor Zhendong Su from the Advanced Software Technologies Lab have developed SQLancer, a tool to automatically detect logic errors in database systems.
New centre for AI research
- Spotlight
- Learning and Adaptive Systems
- Artificial intelligence
- ETH AI Center
- Medical and bioinformatics
- Medical Data Science
- Institute for Machine Learning
- Centers and cooperations
- Machine learning
- Front – Spotlight
- Research
- Centres
The newly opened ETH AI Center intensifies the dialogue with business, politics and society about an innovative and trust-building advancement of artificial intelligence.
Paving the way for trustworthy artificial intelligence
- Spotlight
- ETH AI Center
- Centers and cooperations
- Front – Spotlight
- Research
- Centres
Alexander Ilic is the Executive Director of the newly founded ETH AI Center, which will open officially on October 20. What motivated the entrepreneur to return to ETH Zurich?
Our actual attention is now measurable
- Spotlight
- Institute for Intelligent Interactive Systems
- News und highlights
- Visual computing
- Machine learning
- Human-computer interaction
- Front – Spotlight
- Research
Mihai Bâce, a doctoral student at the Institute for Intelligent Interactive Systems, has developed with a small group of researchers a system to measure the visual attention paid to a smartphone.
Giving computers a voice
- Spotlight
- Rycolab
- Institute for Machine Learning
- MTC - Media Technology Center
- Centers and cooperations
- Machine learning
- Human-computer interaction
- Front – Spotlight
- Research
- Centres
The Media Technology Center is teaching computers to speak Swiss German and searching for applications that could lend a hand with day-to-day editorial work. Professor Ryan Cotterell brings together linguistics, automated language processing and artificial intelligence to change the one-solution approach that modern translation programs typically offer.
Everything AI?
- Learning and Adaptive Systems
- ETH AI Center
- Institute for Machine Learning
- Front – Spotlight
- Max Planck ETH Center for Learning Systems
- Research
- Spotlight
- Artificial intelligence
- News und highlights
- Centers and cooperations
- Machine learning
- D-INFK
- Data Analytics
- Centres
ETH Zurich promotes innovation in AI technology. This includes the extension of its partnership with the Max Planck Society, the launch of the European Laboratory for Learning and Intelligent Systems (ELLIS) and the opening of the ETH AI Center. Professors Thomas Hofmann and Andreas Krause are at the forefront of these efforts.
Foundations for trustworthy artificial intelligence
- Spotlight
- Learning and Adaptive Systems
- Artificial intelligence
- Institute for Machine Learning
- Centers and cooperations
- Machine learning
- Front – Spotlight
- Research
The European AI network ELLIS celebrates its launch today, with ETH Zurich as a founding member. The ELLIS Unit is an integral part of the new ETH AI Center, which are both chaired by Prof. Andreas Krause.
Mapping the depths of the genome
- Spotlight
- Medical and bioinformatics
- News und highlights
- Computational Genetics and Epigenetics of Cancer
- Institute for Machine Learning
- Machine learning
- Front – Spotlight
- Diversity
- Research
Valentina Boeva, Professor of Biomedical Informatics at the Department of Computer Science, uses modern methods of machine learning to analyse the whole-genome sequence of a tumour. One focus of her research is on epigenetic changes in tumour cells. These are temporary and reversible changes in the genome.
A robot that controls highly flexible tools
- Spotlight
- Computational Robotics Lab
- Robotics and drones
- Institute for Intelligent Interactive Systems
- News und highlights
- Front – Spotlight
- Research
How do you calculate the coordinated movements of two robot arms so they can accurately guide a highly flexible tool? Our researchers have integrated all aspects of the optimisation calculations into an algorithm. The hot-wire cutter will be used, among other things, to develop building blocks for a mortar-free structure.
Outsmarting the PIN code
- Spotlight
- Institute of Information Security
- Security
- News und highlights
- Information Security Group
- Front – Spotlight
- Research
Larger amounts can only be debited from credit cards with a PIN code. Three of our researchers have now discovered a flaw in the security system.
How Machine Learning can help in medicine
- Medical and bioinformatics
- Medical Data Science
- Institute for Machine Learning
- Front – Spotlight
- Research
- Spotlight
- Artificial intelligence
- News und highlights
- Algorithms
- Topic
- Machine learning
- Statistical Machine Learning
- Diversity
- D-INFK
In the latest episode of the ETH podcast Professors Julia Vogt and Fanny Yang explain why machine learning is an important tool in medicine.
Hollywood honours Markus Gross
- DisneyResearch|Studios
- Award
- News und highlights
- Visual computing
- Computer Graphics Laboratory
- Institute of Visual Computing
- Research
- Centres
Professor Markus Gross has been invited to join the Academy of Motion Picture Arts and Sciences for his technical contributions to filmmaking.
“The greatest success would be if the centre were to be absorbed into something bigger”
- Spotlight
- Artificial intelligence
- Institute for Machine Learning
- Centers and cooperations
- Machine learning
- Front – Spotlight
- Max Planck ETH Center for Learning Systems
- D-INFK
- Data Analytics
- Research
- Centres
The Max Planck ETH Center for Learning Systems has just been renewed for another five years. Co-director Prof. Thomas Hofmann explains the role he sees for the center in Europe.
The first intuitive programming language for quantum computers
- Spotlight
- Secure, Reliable, and Intelligent Systems Lab
- News und highlights
- Programming languages
- Front – Spotlight
- Research
- Institute for Programming Languages and Systems
A team of researchers around Prof. Martin Vechev has developed Silq, the first high-level programming language for quantum computers.
Can AI help tackle climate change?
- Spotlight
- Artificial intelligence
- News und highlights
- Machine learning
- Front – Spotlight
- Data Sciences, Data Systems, and Data Services
- Institute for Computing Platforms (Systems Group)
- Research
Doctoral student David Dao (D-INFK) and postdoctoral researcher Lynn Kaack (D-GESS) speak on the ETH Podcast about how we can use AI to help in the fight against climate change.
“This is a step forward in our quest to understand fatigue”
- Spotlight
- Pervasive computing
- Institute for Intelligent Interactive Systems
- Medical and bioinformatics
- News und highlights
- Machine learning
- Human-computer interaction
- Front – Spotlight
- Diversity
- Research
The majority of multiple sclerosis patients consider fatigue the single most wearing symptom. And yet, fatigue is still poorly understood. Doctoral student Liliana Barrios wants to change that by introducing smartphone-based methods enabling patients to measure their motor fatigability remotely and more frequently.
Who chooses the path that data takes?
- Spotlight
- Network Security Group
- Institute of Information Security
- Security
- News und highlights
- Topic
- Front – Spotlight
- D-INFK
- Research
The internet has changed our lives in positive ways, but it also has its risks. Adrian Perrig and his team are set on creating an Internet where society would regain more control.
The virtual made real
- Spotlight
- Rycolab
- Institute for Machine Learning
- MTC - Media Technology Center
- Centers and cooperations
- Machine learning
- Front – Spotlight
- Virtual and augmented reality
- Research
- Centres
A step towards new media worlds: The Media Technology Center at ETH Zurich is researching how Augmented Reality can be applied to everyday life and supports media companies on their path to the future.
A unique opportunity to explore the latest technology
- Information and Communication Systems
- High-performance computing
- News
- News und highlights
- Centers and cooperations
- Institute for Computing Platforms (Systems Group)
- Research
ETH Zurich is one of four selected universities around the world to establish adaptive compute research clusters with teams from Xilinx, a company that develops highly flexible and adaptive processing platforms to enable rapid innovation across a variety of technologies.
Making cryptocurrency payments fast and secure
- Spotlight
- Institute of Information Security
- Security
- News und highlights
- System Security Group
- Front – Spotlight
- Research
Prof. Srdjan Capkun and his ‘Snappy’ team have developed a system that speeds up cryptocurrency transactions: a secure, practical and fast, like a snap of the fingers, solution.
Seeing each other in times of Covid
- Spotlight
- DisneyResearch|Studios
- News und highlights
- Visual computing
- Front – Spotlight
- Animation
- Computer Graphics Laboratory
- Institute of Visual Computing
- Research
- Centres
Communicating with photorealistic avatars: Prof. Markus Gross, an expert in the field of visual data processing, explains how telepresence could improve teleconferencing in the near future.
ETH Zurich and the canton of Bern: fighting coronavirus together
- Biomedical Informatics Group
- News
- Medical and bioinformatics
- News und highlights
- Institute for Machine Learning
- Topic
- Machine learning
- D-INFK
- Research
To better track the coronavirus in Switzerland, biomedical informatics specialists from ETH Zurich and the canton of Bern have combined their online questionnaires on the shared platform covidtracker.ch.
Sewing nicer clothes with algorithms
- Video
- Interactive Geometry Lab
- News und highlights
- Algorithms
- Visual computing
- Front – Spotlight
- Diversity
- Institute of Visual Computing
- Research
Katja Wolff, a doctoral student at the Interactive Geometry Lab, has developed an algorithm that aligns textile patterns along seams.
Creating new prediction models for the epidemic
- News
- News und highlights
- Topic
- Data Sciences, Data Systems, and Data Services
- D-INFK
- Data science
- Institute for Computing Platforms (Systems Group)
- Research
An interdisciplinary team of scientists from ETH Zurich have organised an “epidemic datathon” to develop new prediction models for the spread of the virus.
Monitoring the spread of coronavirus in Switzerland
- Biomedical Informatics Group
- News
- Medical and bioinformatics
- News und highlights
- Institute for Machine Learning
- Topic
- Research
The research group of Prof. Gunnar Rätsch wants to track the spread of coronavirus in Switzerland using a short questionnaire. Every person currently living in Switzerland can participate.
FPGA Computing Platform for machine learning in data analytics
- Spotlight
- Information and Communication Systems
- News und highlights
- Topic
- Machine learning
- Cloud computing
- Front – Spotlight
- Institute for Computing Platforms (Systems Group)
- Research
In this interview, pioneer fellow Mohsen Ewaida (group Prof. Alonso) speaks about his first software product "SnowBell", using Field-Programmable Gate Array (FPGA) devices to run machine-learning applications.
Machines learn to speak Swiss German
- Spotlight
- Video
- Topic
- MTC - Media Technology Center
- Centers and cooperations
- Human-computer interaction
- Front – Spotlight
- D-INFK
- Research
- Centres
Virtual assistants cannot understand Swiss German. The ETH Media Technology Center is working to change that by teaching machines to speak and understand different Swiss German dialects.
International Women's Day – interview with Prof. Julia Vogt
- Researchers in focus
- Medical and bioinformatics
- Medical Data Science
- Studies
- Institute for Machine Learning
- Front – Spotlight
- Research
- Staff
- Spotlight
- Artificial intelligence
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- Machine learning
- Faculty
- Initiatives
- Diversity
- D-INFK
- Data science
In light of International Women's Day 2020, ETH Zurich puts successful women centre stage. Read about Prof. Julia Vogt, tenure track assistant professor of medical data science, in this article.
Artificial intelligence can help combat climate change
- Artificial intelligence
- Spotlight
- Researchers in focus
- Machine learning
- Front – Spotlight
- Data Sciences, Data Systems, and Data Services
- Institute for Computing Platforms (Systems Group)
- Research
Initially, he wanted to be a particle physicist. Today, he helps protect the rainforest using artificial intelligence and blockchain. David Dao, a doctoral student at the DS3Lab at the Department of Computer Science, travelled to the United Nations Climate Change Conference in Madrid in December to present his research. In an interview, he explains how artificial intelligence can help the climate, but how it also poses risks.
Rainforest preservation through machine learning
- Spotlight
- Artificial intelligence
- News und highlights
- Machine learning
- Front – Spotlight
- Data Sciences, Data Systems, and Data Services
- Institute for Computing Platforms (Systems Group)
- Research
Doctoral student David Dao develops intelligent algorithms that use satellite and drone images of rainforests to predict deforestation. Today, he will be presenting his research at the climate conference in Madrid.
A new network design for the “Internet from space”
- Spotlight
- Efficient Architectures and Systems Lab
- News und highlights
- Front – Spotlight
- Information systems
- Institute for Computing Platforms (Systems Group)
- Research
ETH computer scientists Debopam Bhattacherjee and Prof. Ankit Singla are proposing a novel network design that could double the network capacity of “Internet from space” systems.
Will data gloves be the future interface to computers?
- Video
- Interactive Geometry Lab
- Human-computer interaction
- News und highlights
- Institute of Visual Computing
- Research
Join doctoral student Oliver Glauser from the Interactive Geometry Lab in this video as he introduces a data glove which can capture accurate hand motions in real time.
A "simulation booster" for nanoelectronics
- Spotlight
- High-performance computing
- Institute for High Performance Computing Systems
- Scalable Parallel Computing
- News und highlights
- Front – Spotlight
- Research
Two research groups from ETH Zurich have developed a method that can simulate nanoelectronics devices and their properties realistically, quickly, and efficiently. This offers a ray of hope for the industry and data centre operators alike, both of which are struggling with the (over)heating that comes with increasingly small and powerful transistors - and with the high resulting electricity costs for cooling.
AI probes dark matter in the universe
- Spotlight
- Artificial intelligence
- News und highlights
- Institute for Machine Learning
- Machine learning
- Front – Spotlight
- Data Analytics
- Data science
- Research
A team of physicists and computer scientists at ETH Zurich have programmed computers to teach themselves how to extract relevant information from maps of the universe.
The Körber Prize goes to Prof. Bernhard Schölkopf
- Research
- Award
- Researchers in focus
Bernhard Schölkopf, Director of the Max Planck Institute for Intelligent Systems and Affiliated Professor at ETH Zurich, today received the Körber European Science Prize for his research in the field of machine learning and artificial intelligence.
Building a stream processor for the future
- Spotlight
- Scientific staff
- Researchers in focus
- Data centres
- Network and Operating Systems
- Front – Spotlight
- Diversity
- Institute for Computing Platforms (Systems Group)
- Staff
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Vasiliki Kalavri didn’t know anything about computer science before she encountered it at university. Today, she is a Postdoctoral Fellow at the Department of Computer Science at ETH Zurich. Dr. Kalavri and her team are building Strymon, a next-generation stream processing system that is faster, more flexible and more autonomous than existing systems.
Swiss Data Science Center: Empowering data-driven science
- Spotlight
- Centers and cooperations
- Front – Spotlight
- SDSC - Swiss Data Science Center
- Data science
- Research
- Centres
Data science methods have applications in many different fields in academia and industry. To foster the adoption of data-driven science, the Swiss Data Science Center was founded two and a half years ago. Jointly backed by ETH Zurich and EPFL and supported by the computer science departments of both universities, the centre has already made significant progress towards its goal to make data science more open, transparent and accessible in both academia and industry.
How to efficiently dismantle networks
- Spotlight
- Front – Spotlight
- News und highlights
- Institute for Computing Platforms (Systems Group)
- Research
Viruses, crime, and many other problems spread through networks. ETH researchers have now developed a new method of protecting them cost-effectively.
Teaching 21st century skills the fun way
- Spotlight
- News und highlights
- Game Technology Center (GTC)
- Front – Spotlight
- Virtual and augmented reality
- Research
- Centres
Computational thinking and programming skills are likely to become even more essential in the future. Dr Stéphane Magnenat and the Game Technology Center team at ETH Zurich are working on new ways to teach programming to children and make the experience enriching, creative and playful.
Programming in crayon
- Spotlight
- Spin-off
- Game Technology Center (GTC)
- Centers and cooperations
- Careers
- Front – Spotlight
- Virtual and augmented reality
- Research
- Centres
Electronic devices can spark kids’ creativity, says Stéphane Magnenat from the Game Technology Center. But doing so requires apps that bridge the real and virtual worlds.
Pick your identity
- Spotlight
- Institute of Information Security
- Security
- News und highlights
- System Security Group
- Front – Spotlight
- Research
ETH doctoral students of computer science show how linking two popular technologies can have highly problematic consequences for web services.
A secure internet isn’t science fiction
- Spotlight
- Network Security Group
- Spin-off
- Institute of Information Security
- Security
- Information Security Group
- Programming Methodology Group
- Careers
- Front – Spotlight
- Research
- Institute for Programming Languages and Systems
The foundations for internet communication were laid down in the previous century and have undergone very little modernisation since. With their spin-off Anapaya Systems, Adrian Perrig, David Basin and Peter Müller, professors at the ETH Zurich Department of Computer Science, want to bring the internet into the 21st century and make it a secure and reliable means of communication.
New ETH centre for the fundamentals of data science
- Spotlight
- Centers and cooperations
- Machine learning
- Front – Spotlight
- SDSC - Swiss Data Science Center
- Data science
- Research
- Centres
The new ETH+ initiative to strengthen data science, spread across several departments, was launched in January 2019.
“We have succeeded in sharing genetic data across national borders”
- Spotlight
- Biomedical Informatics Group
- Medical and bioinformatics
- News und highlights
- Institute for Machine Learning
- Format
- Front – Spotlight
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Professor Gunnar Rätsch played a major part in creating the biggest public database for anonymised information on two important breast cancer genes. The database helps to improve the treatment of patients.