Publications

Keeping Up with the Trends: Analyzing the Dynamics of Online Learning and Hiring Platforms in the Software Programming Domain

R. Yazdanian; R. West; P. Dillenbourg 

Inference in artificial intelligence with deep optics and photonics

G. Wetzstein; A. Ozcan; S. Gigan; S. Fan; D. Englund et al. 

MOSES: A Streaming Algorithm for Linear Dimensionality Reduction

A. Eftekhari; R. A. Hauser; A. Grammenos 

Image Matching Across Wide Baselines: From Paper to Practice

Y. Jin; D. Mishkin; A. Mishchuk; J. Matas; P. Fua et al. 

The Internet of Audio Things: State of the Art, Vision, and Challenges

L. Turchet; G. Fazekas; M. Lagrange; H. S. Ghadikolaei; C. Fischione 

Benefiting From Bicubically Down-Sampled Images for Learning Real-World Image Super-Resolution

M. S. Rad; T. Yu; C. Musat; H. Kemal Ekenel; S. Bozorgtabar et al. 

Detecting 32 Pedestrian Attributes for Autonomous Vehicles

T. Mordan; M. Cord; P. Pérez; A. Alahi 

A Comparison of Social Robot to Tablet and Teacher in a New Script Learning Context

Z. Zhexenova; A. Amirova; M. Abdikarimova; K. Kudaibergenov; N. Baimakhan et al. 

Image Matching Across Wide Baselines: From Paper to Practice

Y. Jin; D. Mishkin; A. Mishchuk; J. Matas; P. Fua et al. 

Design Patterns for Resource-Constrained Automated Deep-Learning Methods

L. Tuggener; M. Amirian; F. Benites; P. von Däniken; P. Gupta et al. 

Comprehensive Comparison of Modular Multilevel Converter Internal Energy Balancing Methods

S. Milovanovic; D. Dujic 

Double monde et jumeaux numériques

J-F. Lucas 

Supply-Power-Constrained Cable Capacity Maximization Using Multi-Layer Neural Networks

J. Cho; S. Chandrasekhar; E. Sula; S. Olsson; E. Burrows et al. 

Deformation mechanisms in a superelastic NiTi alloy: An in-situ high resolution digital image correlation study

E. Polatidis; M. Smid; I. Kubena; Hsu; G. Laplanche et al. 

Data Handling in Industry 4.0: Interoperability Based on Distributed Ledger Technology

S. Sun; X. Zheng; J. Villalba-Díez; J. Ordieres-Meré 

Semi-quantitative Model for Risk Assessment in University Laboratories

A. Kalugina; T. Meyer 

Adaptive Body Biasing in Strong Body Factor Technologies

Adaptive hot water production based on Supervised Learning

A. Heidari; N. Olsen; P. Mermod; A. Alahi; D. Khovalyg 

UWB-based system for UAV Localization in GNSS-Denied Environments: Characterization and Dataset

J. P. Queralta; C. Martinez Almansa; F. Schiano; D. Floreano; T. Westerlund 

Materializing Personal Standing Mobility from Design to Shared Control

D. F. Paez Granados; A. Billard; K. Suzuki 

Measuring the Impact of Model and Input Heterogeneity in Personalized Federated Learning

F. Behrens 

Lane changing and lane choice in a congested urban environment

J. Espadaler Clapés 

EPFL’s District Heating Heat Pump – Performance Analysis for DIfferent Working Fluids

S. Clément 

Numerical Weather Prediction and Artificial Neural Network Coupling for Wind Energy Forecast

L. Donadio; J. Fang; F. Porté-Agel 

On the use of applied machine learning and digital infrastructure to leverage social media data in health and epidemiology

Learning dynamical systems with bifurcations

F. Khadivar; I. Lauzana; A. Billard 

Astrobotics: Swarm Robotics for Astrophysical Studies

M. Macktoobian; D. Gillet; J-P. Kneib 

Electronic Multi-material Fibers and Textiles: Novel Designs and Applications

Novel design strategies for modulating conductive stretchable system response based on periodic assemblies

L. M. P. Martin-Monier; P-L. E. Piveteau; F. Sorin 

Hybrid hydrogels for load-bearing implants