Universal Aspects in the Landscape and Dynamics of Deep Neural Networks
UNIGE
ML
Understanding and Modelling Cryptic Binding Pockets for Biology and Drug Discovery
UniBE
ML
Trans-omic approach to colorectal cancer: an integrative computational and clinical perspective
UNIGE
MAS
DS-KRR-S
TRACES
UNIGE
CV
ML
The 100µPET project: Pioneering ultra-high resolution molecular imaging
EPFL
CV
Synergistic Approach to Capturing and Exploiting Microscopy Images
UNINE
NLP
ML
Storytelling and first impressions in face-to-face and algorithm-powered digital interviews
UNIGE
CV
ML
SMart Agriculture using Lasers and Artificial intelligence
Empa
ML
Scalable deep reinforcement learning algorithms for building climate control and energy management
Inselspital
NLP
ML
REducing SPEECH-related side-effects of deep brain stimulation in Parkinson's disease via automated speech analysis (RESPEECH-PD)
UniBE
ML
Predict and Monitor Epilepsy After a First Seizure: The Swiss-First Study
ETHZ
ML
PHENOFLOW: A multifaceted workflow of high-throughput field phenotyping for improved prediction of wheat performance in future climate scenarios based on assessment of dynamic changes of phenology
UniBE
Robotics
HMI
Optimize Motor Learning to Improve Neurorehabilitation
UniBE
ML
CV
Networking for Immersive Communications (NICO)
EPFL
CV
Modeling People and their Clothes in Crowded Scenes
UniBE
NLP
ML
Modeling Meaning in Text Data for the Social Sciences
CHUV
CV
Medical image quality: Model observers of radiologists performing a search task and AI algorithms that include the anatomical texture in low-contrast CT diagnostics
ETHZ
CV
ML
Magnetic Resonance Vision
ZHAW
ML
Machine Learning for Demand Response (ML4DR)
EPFL
ML
Gov-ELSI
Learning for Safety in Data-driven Control
EPFL
ML
Learning and Inference via Information Measures
UniBE
ML
Improving Interpretability. Philosophy of Science Perspectives on Machine Learning
EPFL
Gov-ELSI
HYBRID MINDS: Experiential, Ethical and Legal Exploration of Intelligent Neuroprostheses
USI
ML
HORD GNN: Higher-Order Relations and Dynamics in Graph Neural Networks
UniBE
CV
ML
Eye Labeling for Medical Image Data
UZH
ML
NLP
Enhanced Code Review: Using Context and Learning from Review Experience
Empa
ML
Energy and comfort optimization in living and working environments through a user-centered predictive control
UniBE
ML
NLP
Emotion in the loop: a step towards a comprehensive closed-loop deep brain stimulation in Parkinson's disease
EPFL
ML
PSO
DOPE - Deep Optimization
EPFL
ML
NLP
Distributed Training of Transformers - Scalable, Private, Robust and Personalized
Empa
ML
Deploying machine learning for multi-physical fields simulation of metal additive manufacturing
EPFL
ML
Data-driven approximation of haemodynamics by combined reduced order modeling and deep neural networks
HSLU
ML
CreHos: Novel Machine Learning Algorithms and Alternative Data Sources for Better Credit Risk Assessment for the Hospitality Sector
EPFL
NLP
MAS
Gov-ELSI
Controling The Spread of Epidemics: A Computing Perspective
ML
Robotics
Control system for collision detection and rejection in confined environments for professional inspection drones
UZH
Gov-ELSI
HMI
Comprehensible Algorithms: A Legal Framework for the Use of Artificial Intelligence
