Publications

Find here some of the latest EPFL research papers and conference papers on the various fields related to intelligent systems. 

Please note that (1) these lists show the five latest publications in each category, and that (2) neither the categories nor the lists are exhaustive. For more articles, please visit the portal EPFL InfoScience or contact our team at [email protected] 

Artificial Intelligence 

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 

International Journal Of Artificial Intelligence In Education. 2020-12-08. DOI : 10.1007/s40593-020-00231-1.

Inference in artificial intelligence with deep optics and photonics

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

Nature. 2020-12-03. Vol. 588, num. 7836, p. 39-47. DOI : 10.1038/s41586-020-2973-6.

MOSES: A Streaming Algorithm for Linear Dimensionality Reduction

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

Ieee Transactions On Pattern Analysis And Machine Intelligence. 2020-11-01. Vol. 42, num. 11, p. 2901-2911. DOI : 10.1109/TPAMI.2019.2919597.

Image Matching Across Wide Baselines: From Paper to Practice

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

International Journal Of Computer Vision. 2020-10-07. DOI : 10.1007/s11263-020-01385-0.

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

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

Ieee Internet Of Things Journal. 2020-10-01. Vol. 7, num. 10, p. 10233-10249. DOI : 10.1109/JIOT.2020.2997047.

Computer Vision

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. 

2021. Winter Conference on Applications of Computer Vision (WACV), Virtual, January 5-9, 2021. p. 1590-1599. DOI : 10.1109/WACV48630.2021.00163.

Detecting 32 Pedestrian Attributes for Autonomous Vehicles

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

2020-12-04

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. 

Frontiers In Robotics And Ai. 2020-10-07. Vol. 7, p. 99. DOI : 10.3389/frobt.2020.00099.

Image Matching Across Wide Baselines: From Paper to Practice

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

International Journal Of Computer Vision. 2020-10-07. DOI : 10.1007/s11263-020-01385-0.

Design Patterns for Resource-Constrained Automated Deep-Learning Methods

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

AI. 2020-10-06. Vol. 1, num. 4, p. 510-538. DOI : 10.3390/ai1040031.

Digital Twin

Comprehensive Comparison of Modular Multilevel Converter Internal Energy Balancing Methods

S. Milovanovic; D. Dujic 

IEEE Transactions on Power Electronics. 2021.  p. 1-1. DOI : 10.1109/TPEL.2021.3052607.

Double monde et jumeaux numériques

J-F. Lucas 

Séminaire « Imaginer, faire et habiter des mondes possibles / multiples ».

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

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

Journal Of Lightwave Technology. 2020-07-15. Vol. 38, num. 14, p. 3652-3662. DOI : 10.1109/JLT.2020.2977569.

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. 

Materials & Design. 2020-06-01. Vol. 191, p. 108622. DOI : 10.1016/j.matdes.2020.108622.

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

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

Sensors. 2020-05-27. Vol. 20, num. 11, p. 3046. DOI : 10.3390/s20113046.

Intelligent Systems

Semi-quantitative Model for Risk Assessment in University Laboratories

A. Kalugina; T. Meyer 

2021-01-26. 4th International Conference on Intelligent Human Systems Integration (IHSI), Palermo, Italy, February 22-24, 2021. p. 323-329. DOI : 10.1007/978-3-030-68017-6_48.

Adaptive Body Biasing in Strong Body Factor Technologies

T. C. Müller / A. P. Burg; M. Pons Solé (Dir.)  

Lausanne, EPFL, 2021. 

Adaptive hot water production based on Supervised Learning

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

Sustainable Cities and Society. 2020-12-01. DOI : 10.1016/j.scs.2020.102625.

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 

2020-11-25. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Las Vegas, USA (but held online), October 25-29, 2020.

Materializing Personal Standing Mobility from Design to Shared Control

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

CYBATHLON Symposium 2020, Virtual, Septembre 17, 2020.

Machine Learning

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

F. Behrens 

2021-02-19.

Lane changing and lane choice in a congested urban environment

J. Espadaler Clapés 

2021-02-09.

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

S. Clément 

2021-01-15.

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

L. Donadio; J. Fang; F. Porté-Agel 

Energies. 2021-01-09. Vol. 14, num. 2, p. 338. DOI : 10.3390/en14020338.

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

M. M. Müller / M. Salathé (Dir.)  

Lausanne, EPFL, 2021. 

Robotics

Learning dynamical systems with bifurcations

F. Khadivar; I. Lauzana; A. Billard 

Robotics and Autonomous Systems. 2021-02-01. Vol. 136, p. 103700. DOI : 10.1016/j.robot.2020.103700.

Astrobotics: Swarm Robotics for Astrophysical Studies

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

IEEE Robotics and Automation Magazine. 2021-01-29. DOI : 10.1109/MRA.2020.3044911.

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

C. Dong / F. Sorin (Dir.)  

Lausanne, EPFL, 2021. 

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

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

ArXiv. 2021. 

Hybrid hydrogels for load-bearing implants

C. S. Wyss / D. Pioletti; P-E. Bourban (Dir.)  

Lausanne, EPFL, 2021.