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. 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.
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.
Digital Twin
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. Simulation-based Anomaly Detection and Damage Localization: An application to Structural Health Monitoring
C. Bigoni; J. S. Hesthaven
Computer Methods In Applied Mechanics And Engineering. 2020-05-01. Vol. 363, p. 112896. DOI : 10.1016/j.cma.2020.112896.
Intelligent Systems
Inkjet Printing of Complex Soft Machines with Densely Integrated Electrostatic Actuators
S. Schlatter; G. Grasso; S. Rosset; H. Shea
Advanced Intelligent Systems. 2020-09-03. p. 2000136. DOI : 10.1002/aisy.202000136.
Machine Learning
Estimating quality of life dimensions from urban spatial pattern metrics
M. Sapena; M. Wurm; H. Taubenböck; D. Tuia; L. A. Ruiz
Computers, Environment and Urban Systems. 2021. Vol. 85, p. 101549. DOI : 10.1016/j.compenvurbsys.2020.101549. Machine Learning of Hematopoietic Stem Cell Divisions from Paired Daughter Cell Expression Profiles Reveals Effects of Aging on Self-Renewal
F. Arai; P. S. Stumpf; Y. M. Ikushima; K. Hosokawa; A. Roch et al.
Cell Systems. 2020-12-16. Vol. 11, num. 6, p. 640-+. Probabilistic Deep Learning on Spheres for Weather/Climate Applications
W. Feng
2020-12-16.
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. Reproducing Five Motor Behaviors in a Salamander Robot With Virtual Muscles and a Distributed CPG Controller Regulated by Drive Signals and Proprioceptive Feedback
J. Knüsel; A. Crespi; J-M. Cabelguen; A. J. Ijspeert; D. Ryczko
Frontiers in Neurorobotics. 2020-12-23. Vol. 14, num. 604426. DOI : 10.3389/fnbot.2020.604426. Thought consciousness and source monitoring depend on robotically-controlled sensorimotor conflicts and illusory states
A. Serino; P. Pozeg; F. Bernasconi; M. Solcà; M. Hara et al.
iScience. 2020-12-16. p. 1-29, 101955. DOI : 10.1016/j.isci.2020.101955. Joinery Solver for Whole Timber Structures
P. Vestartas; Y. Weinand
2020-11-30. WCTE 2020, Santiago, Chile, August 24-27, 2020.