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
MOSES: A Streaming Algorithm for Linear Dimensionality Reduction
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
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
Ieee Internet Of Things Journal. 2020-10-01. Vol. 7, num. 10, p. 10233-10249. DOI : 10.1109/JIOT.2020.2997047.Public Strategies for Artificial Intelligence: Which Value Drivers?
Computer. 2020-10-01. Vol. 53, num. 10, p. 38-46. DOI : 10.1109/MC.2020.2995517.Modeling and Analyzing Inquiry Strategies in Open-Ended Learning Environments
International Journal Of Artificial Intelligence In Education. 2020-09-09. DOI : 10.1007/s40593-020-00199-y.Computer Vision
A Comparison of Social Robot to Tablet and Teacher in a New Script Learning Context
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
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
Ieee Internet Of Things Journal. 2020-10-01. Vol. 7, num. 10, p. 10233-10249. DOI : 10.1109/JIOT.2020.2997047.AIM 2020: Scene Relighting and Illumination Estimation Challenge
2020-09-28. 16th European Conference on Computer Vision Workshops (ECCV 2020), [Online event], 23-28 august 2020.Square Attack: a query-efficient black-box adversarial attack via random search
2020-08-28. European Conference on Computer Vision (ECCV 2020), [Online], August 23-28, 2020.Digital Twin
Double monde et jumeaux numériques
Séminaire « Imaginer, faire et habiter des mondes possibles / multiples ».Supply-Power-Constrained Cable Capacity Maximization Using Multi-Layer Neural Networks
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
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
Sensors. 2020-05-27. Vol. 20, num. 11, p. 3046. DOI : 10.3390/s20113046.Simulation-based Anomaly Detection and Damage Localization: An application to Structural Health Monitoring
Computer Methods In Applied Mechanics And Engineering. 2020-05-01. Vol. 363, p. 112896. DOI : 10.1016/j.cma.2020.112896.Intelligent Systems
UWB-based system for UAV Localization in GNSS-Denied Environments: Characterization and Dataset
2020-11-25. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Las Vegas, USA (but held online), October 25-29, 2020.Inkjet Printing of Complex Soft Machines with Densely Integrated Electrostatic Actuators
Advanced Intelligent Systems. 2020-09-03. p. 2000136. DOI : 10.1002/aisy.202000136.Rule-based scheduling of air conditioning using occupancy forecasting
Energy&AI. 2020-08-31. Vol. 2. DOI : 10.1016/j.egyai.2020.100022.Precise Hand Finger Width Estimation via RGB-D Data
2020-08-31.Design optimization of Miniature Magnetorheological Valves with Self-Sensing Capabilities Used for a Wearable Medical Application
2020-08-05. 2020 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), Boston, USA, July 6-9, 2020 (Virtual Conference). p. 409-414. DOI : 10.1109/AIM43001.2020.9158847.Machine Learning
Estimating quality of life dimensions from urban spatial pattern metrics
Computers, Environment and Urban Systems. 2021. Vol. 85, p. 101549. DOI : 10.1016/j.compenvurbsys.2020.101549.Seek and learn: Automated identification of microevents in animal behaviour using envelopes of acceleration data and machine learning
Methods in Ecology and Evolution. 2020-12-01. DOI : 10.1111/2041-210X.13491.Logic-in-memory based on an atomically thin semiconductor
Nature. 2020-11-05. Vol. 587, num. 7832, p. 72-77. DOI : 10.1038/s41586-020-2861-0.Shape optimization of segmental porous baffles for enhanced thermo-hydraulic performance of shell-and-tube heat exchanger
Applied Thermal Engineering. 2020-11-05. Vol. 180, p. 115835. DOI : 10.1016/j.applthermaleng.2020.115835.RobustBench: a standardized adversarial robustness benchmark
2020-10-19