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
Leveraging Continuous Time to Understand Momentum When Training Diagonal Linear Networks
H. G. Papazov; S. Pesme; N. Flammarion
2024-03-10. Proceedings of the 27th International Conference on Artificial Intelligence and Statistics (AIS- TATS) 2024, , Valencia, Spain, May 2-4, 2024. Accelerator-driven Data Arrangement to Minimize Transformers Run-time on Multi-core Architectures
A. Amirshahi; G. Ansaloni; D. Atienza Alonso
2024-01-18. 15th Workshop on Parallel Programming and Run-Time Management Techniques for Many-Core Architectures and 13th Workshop on Design Tools and Architectures for Multicore Embedded Computing Platforms (PARMA-DITAM 2024), Munich, Germany, January 18, 2024. DOI : 10.4230/OASIcs.PARMA-DITAM.2024.3. Combining general and personal models for epilepsy detection with hyperdimensional computing
U. Pale; T. Teijeiro; S. Rheims; P. Ryvlin; D. Atienza
Artificial Intelligence In Medicine. 2024-01-09. Vol. 148, p. 102754. DOI : 10.1016/j.artmed.2023.102754.
Computer Vision
VolRecon: Volume Rendering of Signed Ray Distance Functions for Generalizable Multi-View Reconstruction
Y. Ren; F. Wang; T. Zhang; M. Pollefeys; S. Süsstrunk
2024-01-31. CVPR, Vancouver, Canada, June 19-21, 2023. DOI : 10.1109/CVPR52729.2023.01601. Digital Twins of Stone Masonry Buildings for Damage Assessment
B. G. Pantoja Rosero; R. Achanta; K. Beyer
2024. 13th International Conference on Structural Analysis of Historical Constructions, Kyoto, Japan, September 12-15, 2023. p. 1437-1445. DOI : 10.1007/978-3-031-39603-8_115. Garment Recovery with Shape and Deformation Priors
R. Li; C. Dumery; B. Guillard; P. Fua
2024. The IEEE/CVF Conference on Computer Vision and Pattern Recognition, Seattle, WA, USA, June 17-21, 2024. Visual complexity of urban streetscapes: human vs computer vision
P. Florio; T. Leduc; Y. Sutter; R. Bremond
Machine Vision And Applications. 2024-01-01. Vol. 35, num. 1, p. 7. DOI : 10.1007/s00138-023-01484-1.
Digital Twin
Digital Twins of Stone Masonry Buildings for Damage Assessment
B. G. Pantoja Rosero; R. Achanta; K. Beyer
2024. 13th International Conference on Structural Analysis of Historical Constructions, Kyoto, Japan, September 12-15, 2023. p. 1437-1445. DOI : 10.1007/978-3-031-39603-8_115. Experimental Investigation on Size-Effect of Rubble Stone Masonry Walls Under In-Plane Horizontal Loading: Overview and Preliminary Results
S. Saloustros; K. Beyer
2024. 13th International Conference on Structural Analysis of Historical Constructions, Kyoto, Japan, 12-15, September, 2023. p. 463-471. DOI : 10.1007/978-3-031-39603-8_38. Simulating intra-household interactions for in- and out-of-home activity scheduling
N. Rezvany; M. Bierlaire; T. Hillel
Transportation Research Part C-Emerging Technologies. 2023-10-14. Vol. 157, p. 104362. DOI : 10.1016/j.trc.2023.104362. A Study on Gradient-based Meta-learning for Robust Deep Digital Twins
R. P. Theiler; M. Viscione; O. Fink
20230901. The 33rd European Safety and Reliability Conference (ESREL 2023), Southampton, UK, September 3-7,2023. p. 2419-2420. DOI : 10.3850/978-981-18-8071-1.
Intelligent Systems
Hybrid Simulator for Capturing Dynamics of Synthetic Populations
M. Kukic; M. Bierlaire
2024-02-13. 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Bilbao, Spain, 24-28 Sept. 2023. DOI : 10.1109/ITSC57777.2023.10422198. Complex Representation Learning with Graph Convolutional Networks for Knowledge Graph Alignment
D. Sakong; T. T. Huynh; T. T. Nguyen; T. T. Nguyen; J. Jo et al.
International Journal Of Intelligent Systems. 2023-12-02. Vol. 2023, p. 5494961. DOI : 10.1155/2023/5494961. Unsupervised Graph Representation Learning with Cluster-aware Self-training and Refining
Y. Zhu; Y. Xu; F. Yu; Q. Liu; S. Wu
Acm Transactions On Intelligent Systems And Technology. 2023-10-01. Vol. 14, num. 5, p. 82. DOI : 10.1145/3608480. Feasibility of the EDICAM camera for runaway electron detection in JT-60SA disruptions
S. Olasz; M. Hoppe; T. Szepesi; K. Kamiya; P. Balazs et al.
Fusion Engineering And Design. 2023-10-01. Vol. 195, p. 113940. DOI : 10.1016/j.fusengdes.2023.113940.
Machine Learning
A Predictive Model for Tactile Force Estimation Using Audio-Tactile Data
L. Niederhauser; A. Prabhakar; D. Reber; A. Billard
Ieee Robotics And Automation Letters. 2024-02-01. Vol. 9, num. 2, p. 1596-1603. DOI : 10.1109/LRA.2023.3340614. PLUS-IS-LESS project: Procalcitonin and Lung UltraSonography-based antibiotherapy in patients with Lower rESpiratory tract infection in Swiss Emergency Departments: study protocol for a pragmatic stepped-wedge cluster-randomized trial
C. Bessat; R. Bingisser; M. Schwendinger; T. Bulaty; Y. Fournier et al.
Trials. 2024-01-25. Vol. 25, num. 1, p. 86. DOI : 10.1186/s13063-023-07795-y.
Robotics
Towards Motion Forecasting with Real-World Perception Inputs: Are End-to-End Approaches Competitive?
Y. Xu; L. Chambon; E. zablocki; M. Chen; A. Alahi et al.
2024-05-15. International Conference on Robotics and Automation (ICRA), yokohama, japan, May 13- May 17, 2024. Sense in Motion with Belief Clustering: Efficient Gas Source Localization with Mobile Robots
W. Jin; A. Martinoli
2024-05-13. 2024 IEEE International Conference on Robotics and Automation (ICRA), Yokohama, Japan, May 13-17, 2024. A Predictive Model for Tactile Force Estimation Using Audio-Tactile Data
L. Niederhauser; A. Prabhakar; D. Reber; A. Billard
Ieee Robotics And Automation Letters. 2024-02-01. Vol. 9, num. 2, p. 1596-1603. DOI : 10.1109/LRA.2023.3340614. VDMNav: Software Architecture for Aerodynamically Constrained Navigation on Small Fixed-Wing Drones
G. F. Laupré; A. Sharma; J. Skaloud
IEEE Robotics and Automation Letters. 2024-01-25. Vol. 9, num. 3, p. 2869 – 2876. DOI : 10.1109/LRA.2024.3358758.