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
RG-Flow: a hierarchical and explainable flow model based on renormalization group and sparse prior
Machine Learning-Science And Technology. 2022-09-01. Vol. 3, num. 3, p. 035009. DOI : 10.1088/2632-2153/ac8393.Attention-based domain adaptation for single-stage detectors
Machine Vision And Applications. 2022-09-01. Vol. 33, num. 5, p. 65. DOI : 10.1007/s00138-022-01320-y.Karl Jaspers and artificial neural nets: on the relation of explaining and understanding artificial intelligence in medicine
Ethics And Information Technology. 2022-09-01. Vol. 24, num. 3, p. 26. DOI : 10.1007/s10676-022-09650-1.On the robustness of randomized classifiers to adversarial examples
Machine Learning. 2022-08-02. DOI : 10.1007/s10994-022-06216-6.Introduction to the Special Issue on the Federated Learning: Algorithms, Systems, and Applications: Part 1
Acm Transactions On Intelligent Systems And Technology. 2022-08-01. Vol. 13, num. 4, p. 52. DOI : 10.1145/3514223.Computer Vision
Learning-based Point Cloud Registration for 6D Object Pose Estimation in the Real World
2022-10-23. European Conference on Computer Vision (ECCV2022), Tel-Aviv, Israel, Octobre 23-27, 2022.Attention-based domain adaptation for single-stage detectors
Machine Vision And Applications. 2022-09-01. Vol. 33, num. 5, p. 65. DOI : 10.1007/s00138-022-01320-y.MulT: An End-to-End Multitask Learning Transformer
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, USA, June 19- 25, 2022.Automated Detection Of Isolated Rem Sleep Behavior Disorder (Irbd) During Single Night In-Lab Video-Polysomnography (Psg) Using Computer Vision
2022-06-01. p. A282-A282.MASCDB, a database of images, descriptors and microphysical properties of individual snowflakes in free fall
Scientific Data. 2022-05-03. Vol. 9, num. 1, p. 186. DOI : 10.1038/s41597-022-01269-7.Digital Twin
Contact.engineering-Create, analyze and publish digital surface twins from topography measurements across many scales
Surface Topography-Metrology And Properties. 2022-09-01. Vol. 10, num. 3, p. 035032. DOI : 10.1088/2051-672X/ac860a.Generating LOD3 building models from structure-from-motion and semantic segmentation
Automation In Construction. 2022-09-01. Vol. 141, p. 104430. DOI : 10.1016/j.autcon.2022.104430.Optimum trajectory learning in musculoskeletal systems with model predictive control and deep reinforcement learning
Biological Cybernetics. 2022-08-11. DOI : 10.1007/s00422-022-00940-x.Exploring the concept of Cognitive Digital Twin from model-based systems engineering perspective
International Journal Of Advanced Manufacturing Technology. 2022-07-19. DOI : 10.1007/s00170-022-09610-5.Bibliometric Analysis of Model-Based Systems Engineering: Past, Current, and Future
Ieee Transactions On Engineering Management. 2022-07-13. DOI : 10.1109/TEM.2022.3186637.Intelligent Systems
Pedestrian-Robot Interactions on Autonomous Crowd Navigation: Reactive Control Methods and Evaluation Metrics
2022-10-23. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Kyoto, Japan, October 23-27, 2022.Introduction to the Special Issue on the Federated Learning: Algorithms, Systems, and Applications: Part 1
Acm Transactions On Intelligent Systems And Technology. 2022-08-01. Vol. 13, num. 4, p. 52. DOI : 10.1145/3514223.Exploring the concept of Cognitive Digital Twin from model-based systems engineering perspective
International Journal Of Advanced Manufacturing Technology. 2022-07-19. DOI : 10.1007/s00170-022-09610-5.Flexure Variable Stiffness Actuators
Advanced Intelligent Systems. 2022-06-22. p. 2100282. DOI : 10.1002/aisy.202100282.
Dual Stiffness Tensegrity Platform for Resilient Robotics
Advanced Intelligent Systems. 2022-05-13. p. 2200025. DOI : 10.1002/aisy.202200025.Machine Learning
Predicting poverty through time with publicly available data
2022-10-06
Deep learning-based monitoring of laser powder bed fusion process on variable time-scales using heterogeneous sensing and operando X-ray radiography guidance
Additive Manufacturing. 2022-10-01. Vol. 58, p. 103007. DOI : 10.1016/j.addma.2022.103007.D-Cliques: Compensating for Data Heterogeneity with Topology in Decentralized Federated Learning
2022-09-22. The 41st International Symposium on Reliable Distributed Systems (SRDS 2022), Vienna, Austria, September 19-22, 2022.Decoding the Mechanisms of Phase Transitions from In Situ Microscopy Observations
Small. 2022-09-05. p. 2104318. DOI : 10.1002/smll.202104318.Mapping forest in the Swiss Alps treeline ecotone with explainable deep learning
Remote Sensing of Environment. 2022-09-02. Vol. 281, p. 113217. DOI : 10.1016/j.rse.2022.113217.Robotics
Aeroelastic characterisation of a bio-inspired flapping membrane wing
Bioinspiration & Biomimetics. 2022-11-01. Vol. 17, num. 6, p. 065004. DOI : 10.1088/1748-3190/ac8632.drozBot: Using Ergodic Control to Draw Portraits
Ieee Robotics And Automation Letters. 2022-10-01. Vol. 7, num. 4, p. 11728-11734. DOI : 10.1109/LRA.2022.3186735.Robots’ Motion Planning in Human Crowds by Acceleration Obstacles
Ieee Robotics And Automation Letters. 2022-10-01. Vol. 7, num. 4, p. 11236-11243. DOI : 10.1109/LRA.2022.3199818.