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
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.Trusting the Explainers: Teacher Validation of Explainable Artificial Intelligence for Course Design
2023-03-13. LAK 2023: The 13th International Learning Analytics and Knowledge Conference, Arlington, Texas, USA, March 13-17, 2023. DOI : 10.1145/3576050.3576147.End-to-end kernel learning via generative random Fourier features
Pattern Recognition. 2023-02-01. Vol. 134, p. 109057. DOI : 10.1016/j.patcog.2022.109057.Multi-agent actor-critic with time dynamical opponent model
Neurocomputing. 2023-01-14. Vol. 517, p. 165-172. DOI : 10.1016/j.neucom.2022.10.045.Sparse Autoencoders for Speech Modeling and Recognition
Lausanne, EPFL, 2023.Computer Vision
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.Gradient-Based Quantification of Epistemic Uncertainty for Deep Object Detectors
2023. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, USA, January 3-7, 2023.Automated Detection of Label Errors in Semantic Segmentation Datasets via Deep Learning and Uncertainty Quantification
2023. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, USA, January 3-7, 2023.Composite Relationship Fields with Transformers for Scene Graph Generation
2023. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023), Waikoloa, Hawaii, United States, January 3-7, 2023.Multi-view Tracking Using Weakly Supervised Human Motion Prediction
2023. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023), Waikoloa, Hawaii, USA, January 3-7, 2023.Digital Twin
A comprehensive review of digital twin-part 2: roles of uncertainty quantification and optimization, a battery digital twin, and perspectives
Structural And Multidisciplinary Optimization. 2023-01-01. Vol. 66, num. 1, p. 1. DOI : 10.1007/s00158-022-03410-x.A comprehensive review of digital twin – part 1: modeling and twinning enabling technologies
Structural And Multidisciplinary Optimization. 2022-12-01. Vol. 65, num. 12, p. 354. DOI : 10.1007/s00158-022-03425-4.A semantic-driven tradespace framework to accelerate aircraft manufacturing system design
Journal Of Intelligent Manufacturing. 2022-10-25. DOI : 10.1007/s10845-022-02043-7.Image-based geometric digital twinning for stone masonry elements
Automation in Construction. 2022-10-19. Vol. 145, p. 104632. DOI : 10.1016/j.autcon.2022.104632.Ontology-centric industrial requirements validation for aircraft assembly system design
2022-10-01. 10th IFAC Triennial Conference on Manufacturing Modelling, Management and Control (MIM), Nantes, FRANCE, Jun 22-24, 2022. p. 3016-3021. DOI : 10.1016/j.ifacol.2022.10.191.Intelligent Systems
Electro-Adhesive Tubular Clutch for Variable-Stiffness Robots
2022-12-26. 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Tokyo, Japan, October 23-27, 2022. p. 9628-9634. DOI : 10.1109/IROS47612.2022.9982098.
Robotic Avian Wing Explains Aerodynamic Advantages of Wing Folding and Stroke Tilting in Flapping Flight
Advanced Intelligent Systems. 2022-12-23. DOI : 10.1002/aisy.202200148.Identifying and Classifying Urban Data Sources for Machine Learning-Based Sustainable Urban Planning and Decision Support Systems Development
Data. 2022-12-01. Vol. 7, num. 12, p. 170. DOI : 10.3390/data7120170.Improving Students Argumentation Learning with Adaptive Self-Evaluation Nudging
Proceedings of the ACM on Human-Computer Interaction. 2022-11-11. Vol. 6, num. CSCW2, p. 1-31. DOI : 10.1145/3555633.Optimizing Two-Truck Platooning With Deadlines
Ieee Transactions On Intelligent Transportation Systems. 2022-11-09. DOI : 10.1109/TTS.2022.3213549.Machine Learning
Predicting and optimizing syngas production from fluidized bed biomass gasifiers: A machine learning approach
Energy. 2023-01-15. Vol. 263, p. 125900. DOI : 10.1016/j.energy.2022.125900.A low-temperature prismatic slip instability in Mg understood using machine learning potentials
Acta Materialia. 2023-01-15. Vol. 243, p. 118490. DOI : 10.1016/j.actamat.2022.118490.Deep Learning for Localized-Haptic Feedback in Tactile Surfaces
Lausanne, EPFL, 2023.A comprehensive review of digital twin-part 2: roles of uncertainty quantification and optimization, a battery digital twin, and perspectives
Structural And Multidisciplinary Optimization. 2023-01-01. Vol. 66, num. 1, p. 1. DOI : 10.1007/s00158-022-03410-x.Productivity gains from migration: Evidence from inventors
Research Policy. 2023-01-01. Vol. 52, num. 1, p. 104631. DOI : 10.1016/j.respol.2022.104631.Robotics
Dissecting the photoacidity of spiropyran/merocyanine molecular switches in water.
Lausanne, EPFL, 2023.The Robotic Multiobject Focal Plane System of the Dark Energy Spectroscopic Instrument (DESI)
Astronomical Journal. 2023-01-01. Vol. 165, num. 1, p. 9. DOI : 10.3847/1538-3881/ac9ab1.The effects of kinematics, flexibility, and planform on the vortex formation and aerodynamic performance of flapping wing flight
Lausanne, EPFL, 2023.