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(Keynote Talk) Privacy-Preserving Machine Learning : theoretical and practical considerations
5 minutes Q&A - Enabling Digital Sovereignity With ML
5 minutes Q&A - Privacy-Preserving Machine Learning : theoretical and practical considerations
Enabling Digital Sovereignity With ML
Privacy-Enhanced Computation in the Age of AI
5 minutes Q&A - Privacy-Enhanced Computation in the Age of AI
5 minutes Q&A - Privacy by Design Age Verification & Online Child Safety
Privacy by Design Age Verification & Online Child Safety
5 minutes Q&A - Biometrics in the era of AI: From utopia to dystopia?
(Keynote Talk) Biometrics in the era of AI: From utopia to dystopia?
5 minutes Q&A - AI and Privacy
AI and Privacy
Preliminary Pperspectives on the Ethical Implications of GenAI
5 minutes Q&A - Preliminary Pperspectives on the Ethical Implications of GenAI
5 minutes Q&A - AI & Media: Can You Still Trust Information
AI & Media: Can You Still Trust Information
(Keynote Talk) Unlocking the Power of Artificial Intelligence for Precision Medicine with Privacy-Enhancing Technologies
5 minutes Q&A - Unlocking the Power of Artificial Intelligence for Precision Medicine with Privacy-Enhancing Technologies
5 minutes Q&A - Genomics, AI and Privacy
Genomics, AI and Privacy
5 minutes Q&A - How trust & transparency lead the success of an Idiap student's Master's project in fraud detection
How trust & transparency lead the success of an Idiap student's Master's project in fraud detection
Idiap Symposium Series - Perspectives on AI | AI for Security and Privacy
Rue Marconi 19, 1920 Martigny
October 2023 · 22 Talks
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ICC'2023 welcome introduction, 1st pitch of the finals and demo of the team "SLIP"
SLIP Q&A
Rent Split, pitch & demo
Rent Split Q&A
PRA: The Personal Robot Assistant, pitch
PRA: The Personal Robot Assistant, demo
PRA: The Personal Robot Assistant, Q&A
HRAI
HRAI, Q&A
ICC'2023 AI SUPER HACKATHON to transform your ideas into prototypes! final pitches and demos
Idiap Research Institute
August 2023 · 9 Talks
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The Evolution of Large Language Models that led to ChatGPT (Andre Freitas, Idiap)
Understanding Transformers
Inference using Large Language Models (Andre Freitas, Idiap)
Q&A
ChatGPT for Digital Marketing
Biomedical Inference & Large Language Models
Abstract Reasoning
Q&A
The Infrastructure to build Large Language Models (Vinay Pondenkandath, Cerebras Systems)
Q&A: The Infrastructure to build Large Language Models (Vinay Pondenkandath, Cerebras Systems)
Q&A: The Risks Behind Large Language Models (Al Brown, Fujitsu)
The Risks Behind Large Language Models (Al Brown, Fujitsu)
Round Table: Risks & Broader Societal Impact (Legal, Educational and Labor)
Making Sense of ChatGPT
Martigny
March 2023 · 13 Talks
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The Idiap Research Institute in Martigny is launching a new public series of symposiums
Interpretable artificial intelligence for cancer personalized medicine
5 minutes questions: Interpretable artificial intelligence for cancer personalized medicine
NIPMAP: Niche Phenotype Mapping of Multiplex Histology Data by Community Ecology.
5 minutes questions: NIPMAP: Niche Phenotype Mapping of Multiplex Histology Data by Community Ecology.
5 minutest questions: Data Science for Precision Oncology
Applications of AI in oncology drug discovery
5 minutes questions: Applications of AI in oncology drug discovery
Data Science for Precision Oncology
Idiap Symposium Series - Perspectives on AI | Data Science in Oncology
rue Marconi 19, 1920 Martigny
January 2023 · 9 Talks
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LightAI4Comfort
MHTI
BISS
LaternaMagica
SolveHR: Natural language inference for professional search
TRANSACT
ICC'2022 AI SUPER HACKATHON to transform your ideas into prototypes! final pitches
August 2022 · 6 Talks
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Workshop introduction by Jérôme Kämpf & Henning Müller + Keynote speech Pr. Dr. Guglielmina Mutani - Place-based energy models for sustainable cities
Q&A (Keynote speech: Pr. Dr. Guglielmina Mutani)
Roberto Boghetti - Simulating District Heating Networks’ hydraulics with residual physics neural networks
Q&A (Roberto Boghetti)
Amine Weibel - Machine learning forecast for photovoltaic power stations (PV) with spatial interpolation on the COSMO-7 model. A real ‘use-case’ on the Czech Republic
Q&A (Amine Weibel, HES-SO Valais-Wallis)
Dr. Giuseppe Peronato - HeatLearn: a convolutional neural network to assess the building energy consumption at regional scale from open land-use maps
Q&A (Dr. Giuseppe Peronato)
Pr. Dominique Genoud & Jérôme Treboux - Integrating machine learning and AI in practical energy applications : a review of these last 10 years activities at the Institute of Information Systems
Q&A (Pr. Dominique Genoud & Jérôme Treboux)
Dr. Marco Tognoli - Fuel-saving potential simulation and estimation when optimally predicting the supply set-point conditions of a District Heating Network with detailed system data-driven modelling
Q&A (Dr. Marco Tognoli)
Pr. David Wannier & Jean-Marie Allder - Research advance in Energy prediction for electrical vehicles and green mobility hotels, the results of the eVIP project
Q&A (Pr. David Wannier & Jean-Marie Allder)
Dr. Kavan Javanroodi - Extending the concept of energy hub to facilitate sector and spatial coupling
Q&A (Dr. Kavan Javanroodi)
Pr. Pierre Roduit - Prediction of the electricity flexibility of households using Machine Learning
Q&A (Pr. Pierre Roduit)
Loïc Puthod - An open-data acquisition toolchain for AI applications
Q&A (Loïc Puthod)
Cédric Mugabo Serugendo - EnerMaps: The open data tool empowering your energy transition
&Q (Cédric Mugabo Serugendo)
Valais/Wallis AI Workshop 7th edition: Energy in all its artificial states
November 2021 · 22 Talks
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Conclusion
Table-ronde, modérée par par Alexandre Luyet, responsable romand de l'Académie Suisse des sciences techniques
Voyage au cœur de l'innovation valaisanne - Monica Ballus, aventurière et entrepreneuse
Voyage au cœur de l'innovation valaisanne - Mimotec
Vima | analyse de comportement
Eyeware | solutions de suivi du regard
Klewel | webcasting intelligent
Présentation des outils de collaborations avec l'industrie et exemples par Joël Dumoulin, responsable tech transfert
Mot de bienvenue
Ouverture
Recapp | reconnaissance vocale sur mesure
30 ans de l'Idiap - Innovation day
Martigny, Valais/Wallis, Switzerland
September 2021 · 11 Talks
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Final pitch, team innovAItor
Final pitch, team MyLinguist
Final pitch, team ProtectID
Final pitch, team AICIdemo
ICC'2021 final pitches
Martigny
August 2021 · 4 Talks
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Ouverture de la cérémonie
Allocution du Syndic de Lausanne
Présentation de la Fondation Dalle Molle
Présentation du concours Label 2020 et des lauréats
Présentation du projet Brain-It
Questions du public
Présentation du projet MétaSanté
Questions du public
Clôture de la cérémonie
Cérémonie de remise des Prix Labels 2020 Dalle Molle
Lausanne, Vaud, Switzerland
October 2020 · 9 Talks
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Brain MRI Analysis and Machine Learning for Diagnosis of Neurodegeneration
Idiap Speaker Serie
Martigny, Valais/Wallis, Switzerland
February 2020 · 1 Talk
DPE's pitch
DPE's Q&A
Mixoper's pitch
Mixoper's Q&A
Next Insights' pitch
Next Insights' Q&A
AIvidence's pitch
AIvidence's Q&A
Vise's pitch
Vise's Q&A
TEN's pitch
TEN's Q&A
AI-assisted Virtual Fitting Room's pitch
AI-assisted Virtual Fitting Room's Q&A
Baadoom's pitch
Baadoom's Q&A
ICC'2019 final pitches
Idiap Research Institute, Martigny, Switzerland
September 2019 · 16 Talks
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Storage and management of sensitive speech data
ESR01 : Speech based automatic dementia detection in a home environment
ESR03 : Interpretable speech pathology detection
ESR04 : Acoustic speech based monitoring for telehealth and predictive analytics
ESR07 : Modeling progression of patients with neurodegenerative disorders
ESR08 : Developing measurment procedure of pathological speech intelligibility
ESR09 : Clinical relevance of intelligibility mesures
Big Data with Health Data
Small Data, Number of features vs. number of observations
ESR11 : First year review
ESR10 : Acoustic features to support the perceptual evaluation of accent production in dysarthric speech
ESR12 : Continuous speech recognition for people with dysarthria
Management of health data in an industrial company
ESR02 : Automatic detection and classification of pathological speech conditiond based on emotion expression
ESR13 : Bridging the gap between typical and pathological speech recognition
ESR14 : Developing speech therapy games for children with speech disorder
ESR15 : Automatic assessment of speech in cochlear implant (CI) users
TAPAS training event 3 : Data Collection, Management and Ethical Practices
Toulouse, France
September 2019 · 17 Talks
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Keynote speech from ICC alumni David Imseng
Keynote speech from ICC alumni David Imseng
Idiap Research Institute, Martigny
September 2019 · 1 Talk
Global ID SA & Biometrics security & privacy group
Projet SMILE & Speech & audio processing group
Projet UNICITY pour le contrôle d'accès & Perception & activity group
Brevet pour une technologie d'imagerie & Computational bioimaging group
Comment faire du transfert de technologie?
Mot de bienvenue et présentation de l'institut de recherche Idiap
Présentation du projet SHAPED
Idiap Innovation Day 2019
Martigny, Switzerland
August 2019 · 7 Talks
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Clinical Natural Language Processing
Clinical Natural Language Processing Q&A
Idiap Speaker Series: Clinical Natural Language Processing
Martigny, Switzerland
August 2019 · 2 Talks
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Q&A
Idiap Speaker Series: Investigating Multiple facets of communication skill assessment and feedback
Idiap Speaker Series: Investigating Multiple facets of communication skill assessment and feedback
Martigny, Switzerland
June 2019 · 2 Talks
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Keynote: Some Mistakes We Made When Designing Implicits (And Some Things We Got Right)
Brave New World - tales of PureScript and Haskell in production
Actors Design Patterns and Arrowised FRP
Taking Resources to the Type Level
Formal verification of Scala programs with Stainless
Exploring Scala Tooling ecosystem
TwoFace values: a bridge between terms and types
GADTs in Dotty
Closing Remarks
Lord of the rings: the Spire numerical towers
Typelevel Summit Lausanne 2019
Lausanne, Switzerland
June 2019 · 10 Talks
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Welcome!
A Tour of Scala 3
A story of unification: from Apache Spark to MLflow
In Types We Trust
Creating Native iOS and Android Apps in Scala without tears
Techniques for Teaching Scala
Future-proofing Scala: the TASTY intermediate representation
Metals: rich code editing for Scala in VS Code, Vim, Emacs and beyond
Scala First: Lessons from 3 student generations
Akka Streams to the Extreme
Cellular Automata: How to become an artist with a few lines
Why Netflix ❤'s Scala for Machine Learning
Massively Parallel Distributed Scala Compilation... And You!
Polymorphism in Scala
sbt core concepts
Making Our Future Better
Testing in the postapocalyptic future
Context Buddy: the tool that knows your code better than you
The Shape(less) of Type Class Derivation in Scala 3
Refactor all the things!
Integrating Developer Experiences - Build Server Protocol
Managing an Akka Cluster on Kubernetes
Serverless Scala - Functions as SuperDuperMicroServices
How are we going to migrate to Scala 3.0, aka Dotty?
Concurrent programming in 2019: Akka, Monix or ZIO?
ScalaJS and Typescript: an unlikely romance
Pure Functional Database Programming‚ without JDBC
Why you need to be reviewing open source code
Develop seamless web services with Mu
Implementing the Scala 2.13 collections
Introduction to day 2
Sustaining open source digital infrastructure
Building a Better Scala Community
Run Scala Faster with GraalVM on any Platform
ScalaClean - full program static analysis at scale
Flare & Lantern: Accelerators for Spark and Deep Learning
Metaprogramming in Dotty
Fast, Simple Concurrency with Scala Native
Pick your number type with Spire
Scala.js and WebAssembly, a tale of the dangers of the sea
Performance tuning Twitter services with Graal and ML
Supporting the Scala Ecosystem: Stories from the Line
Compiling to preserve our privacy
Building Scala with Bazel
Diversity and Inclusion Panel: Bring the Thunder!
Asynchronous streams in direct style with and without macros
Interactive Computing with Jupyter and Almond
Scala best practices I wish someone'd told me about
High performance Privacy By Design using Matryoshka & Spark
Immutable Sequential Maps – Keeping order while hashed
All the fancy things flexible dependency management can do
ScalaWebTest - integration testing made easy
Mellite: An Integrated Development Environment for Sound
Closing panel
Double your performance: Scala's missing optimizing compiler
Scala Days 2019
Swiss Tech Convention Center, EPFL, Lausanne
June 2019 · 55 Talks
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Welcome address
Introduction
Introduction
Adventures in electronic voting research
When foes are friends: adversarial examples as protective technologies
Low-Latency Metadata Protection for Organizational Networks
Interactive comparison-based search, and who-is-th.at
Decentralized, Secure and Verifiable Data Sharing
Communication Efficient Decentralised Machine Learning
Detecting the Unexpected via Image Resynthesis
Sublinear Algorithms for Graph Processing
Protecting the Metadata of Your Secret Messages
Teaching a machine learning algorithm faster
Secure Microarchitectural Design
Security testing hard to reach code
[via Skype] Flash Boys 2.0: Frontrunning, transaction reordering, and consensus instability in decentralized exchanges
Best Research Presentation Award Ceremony
EPFL IC Research Day 2019
Swiss Tech Convention Center, EPFL, Lausanne
June 2019 · 17 Talks
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Q&A
Recent advances in weakly-supervised learning and reliable learning
Idiap talk: Recent advances in weakly-supervised learning and reliable learning
Martigny
May 2019 · 2 Talks
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Intelligent feed-back on user comfort in low energy buildings
Q&A
Urban morphology and building PV energy production
Q&A
Urban morphology, energy needs and artificial intelligence
Q&A
Distributed simulation applied to multi-networks urban energy systems design
Q&A
Les défis du domaine Energy Informatics
Q&A
The Ark Energy
Q&A
Industrie du futur
Q&A
Naïade : gestion optimisée d’un réseau d’eau
Q&A
Open data des villes
Q&A
IA, L’entreprise augmentée
Q&A
Planifier le quartier de demain avec l’IA
Q&A
Keynote
SEMINAIRE SET 2019 : « Intelligence artificielle & Energie »
Idiap Research Institute, Martigny
May 2019 · 23 Talks
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Methods for Rule and Knowledge Extraction from Deep Neural Networks
Q&A - Keynote speech: Prof. Pena Carlos Andrés
Visualizing and understanding raw speech modeling with convolutional neural networks
Q&A - Hannah Muckenhirn
Concept Measures to Explain Deep Learning Predictions in Medical Imaging
What do neural network saliency maps encode?
Transparency of rotation-equivariant CNNs via local geometric priors
Q&A - Dr Vincent Andrearczyk
Interpretable models of robot motion learned from few demonstrations
Q&A - Sylvain Calinon
The HyperBagGraph DataEdron: An Enriched Browsing Experience of Scientific Publication Databa
Improving robustness to build more interpretable classifiers
Q&A - Seyed Moosavi
Interpretation of End-to-end one Dimension Convolutional Neural Network for Fault Diagnosis on a Planetary Gearbox
Valais/Wallis AI Workshop 5th Edition / Interpreting Machine Learning
Idiap Research Institute, Martigny
May 2019 · 14 Talks
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Raw Waveform-based Acoustic Modeling and its analysis
About Sequence Classification for Sound Event Detection and end-to-end ASR
Case study: Weakly-labeled Sound Event Detection
Introduction to Pytorch 1
Introduction to Pytorch 2
TAPAS Training Event 2: Speech Processing and Machine Learning Workshop - Day 4
Lisbon, Portugal
February 2019 · 5 Talks
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ML for speech classification, detection and regression (part 1)
ML for speech classification, detection and regression (part 2)
Quiz
TAPAS Training Event 2: Speech Processing and Machine Learning Workshop - Day 3
Lisbon, Portugal
February 2019 · 3 Talks
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Sequence modelling for speech processing - Part 1
Sequence modelling for speech processing - Part 2
Sequence modelling for speech processing - Part 3
TAPAS Training Event 2: Speech Processing and Machine Learning Workshop - Day 2
Lisbon, Portugal
February 2019 · 3 Talks
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Speech analysis and characterisation
Voice source analysis
Speech synthesis 1
Speech synthesis 2
TAPAS Training Event 2: Speech Processing and Machine Learning Workshop - Day 1
Lisbon, Portugal
February 2019 · 4 Talks
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Airworthy AI; challenges of certification, Q&A
Airworthy AI; challenges of certification, part two
Airworthy AI; challenges of certification, part one
Airworthy AI; challenges of certification
Martigny
October 2018 · 3 Talks
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Introduction to Phonetics and Speech
Dysarthria
Children’s speech: development, pathologies and processing
Speech after Treatment for Head and Neck Cancers
Speech therapy
eTherapy
Assessment in speech disorders
TAPAS Training Event 1: Speech Pathologies and Therapies
Eindhoven, Netherlands
September 2018 · 7 Talks
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BetterSkillz short demo
VERISWISS Pitch
VERISWISS Q&A
MoneyID Pitch
MoneyID Q&A
Robos Pitch
Robos Q&A
Volt-Face Pitch
Volt-Face Q&A
LeukoCounter Pitch
LeukoCounter Q&A
TellTheHotel Pitch
TellTheHotel Q&A
Nicolas Loeillot, ceremony awards
François Foglia, ceremony awards
BetterSkillz Pitch
Jérôme Vasamillet introduction
BetterSkillz Q&A
ICC'2018 Finals
Martigny
September 2018 · 18 Talks
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Watson for You
Watson for You
Martigny
August 2018 · 1 Talk
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