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
A Multimodal Dataset for Automatic Edge-AI Cough Detection
2023-07-24. The 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Sydney Australia, July 24-28, 2023.Continuous-variable neural network quantum states and the quantum rotor model
Quantum Machine Intelligence. 2023-06-01. Vol. 5, num. 1, p. 12. DOI : 10.1007/s42484-023-00100-9.Stereo Confidence Estimation via Locally Adaptive Fusion and Knowledge Distillation
Ieee Transactions On Pattern Analysis And Machine Intelligence. 2023-05-01. Vol. 45, num. 5, p. 6372-6385. DOI : 10.1109/TPAMI.2022.3207286.De novo design of protein interactions with learned surface fingerprints
Nature. 2023-04-26. Vol. 617, num. 7959, p. 176-184. DOI : 10.1038/s41586-023-05993-x.Don’t pause giant AI for the wrong reasons
Nature Machine Intelligence. 2023-04-17. DOI : 10.1038/s42256-023-00649-x.Computer Vision
Perspective Aware Road Obstacle Detection
Ieee Robotics And Automation Letters. 2023-04-01. Vol. 8, num. 4, p. 2150-2157. DOI : 10.1109/LRA.2023.3245410.Visual question answering from another perspective: CLEVR mental rotation tests *
Pattern Recognition. 2023-04-01. Vol. 136, p. 109209. DOI : 10.1016/j.patcog.2022.109209.Computer-Assisted Diagnosis of Lymph Node Metastases in Colorectal Cancers Using Transfer Learning With an Ensemble Model
Modern Pathology. 2023-02-17. Vol. 36, num. 5, p. 100118. DOI : 10.1016/j.modpat.2023.100118.Visual extensions and anomaly detection in the pNEUMA experiment with a swarm of drones
Transportation Research Part C-Emerging Technologies. 2023-02-01. Vol. 147, p. 103966. DOI : 10.1016/j.trc.2022.103966.Toward data-driven materials design: From atoms to pilot plants
Lausanne, EPFL, 2023.Digital Twin
A comprehensive and biophysically detailed computational model of the whole human heart electromechanics
Computer Methods In Applied Mechanics And Engineering. 2023-03-21. Vol. 410, p. 115983. DOI : 10.1016/j.cma.2023.115983.Fast and robust parameter estimation with uncertainty quantification for the cardiac function
Computer Methods And Programs In Biomedicine. 2023-02-09. Vol. 231, p. 107402. DOI : 10.1016/j.cmpb.2023.107402.Governance framework for autonomous and cognitive digital twins in agile supply chains
Computers In Industry. 2023-01-17. Vol. 146, p. 103857. DOI : 10.1016/j.compind.2023.103857.In situ monitoring of femtosecond laser-induced modifications in dielectrics
Lausanne, EPFL, 2023.Automated post-earthquake damage assessment of stone masonry buildings integrating machine learning, computer vision, and physics-based modeling
Lausanne, EPFL, 2023.Intelligent Systems
Filter-Informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault Diagnosis
Ieee Transactions On Cybernetics. 2023-03-23. DOI : 10.1109/TCYB.2023.3256080.
A Soft Gripper with Granular Jamming and Electroadhesive Properties
Advanced Intelligent Systems. 2023-03-16. DOI : 10.1002/aisy.202200409.Ride the Tide of Traffic Conditions: Opportunistic Driving Improves Energy Efficiency of Timely Truck Transportation
Ieee Transactions On Intelligent Transportation Systems. 2023-02-22. DOI : 10.1109/TITS.2023.3244757.