Alessio Quercia

According to our database, Alessio Quercia authored at least 4 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Refining computer tomography data with super-resolution networks to increase the accuracy of respiratory flow simulations.

Xin Liu, Mario Rüttgers, Alessio Quercia, Romain Egele, Elisabeth Pfaehler, Rushikesh Shende, Marcel Aach, Wolfgang Schröder, Prasanna Balaprakash, Andreas Lintermann

Future Gener. Comput. Syst., 2024

Parameter-efficient Bayesian Neural Networks for Uncertainty-aware Depth Estimation.

Richard D. Paul, Alessio Quercia, Vincent Fortuin, Katharina Nöh, Hanno Scharr

CoRR, 2024

2023

SGD Biased towards Early Important Samples for Efficient Training.

Alessio Quercia, Abigail Morrison, Hanno Scharr, Ira Assent

Proceedings of the IEEE International Conference on Data Mining, 2023

2021

Preictal onset detection through unsupervised clustering for epileptic seizure prediction.

Alessio Quercia, Thomas Frick, Fabian Emanuel Egli, Nicholas Pullen, Isabelle Dupanloup, Jianbin Tang, Umar Asif, Stefan Harrer, Thomas Brunschwiler

Proceedings of the IEEE International Conference on Digital Health, 2021