Vasilis Siomos

According to our database, Vasilis Siomos authored at least 6 papers between 2022 and 2023.

Collaborative distances:

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

2023

Sample selection with noise rate estimation in noise learning of medical image analysis.

Maolin Li, Giacomo Tarroni, Vasilis Siomos

CoRR, 2023

DISYRE: Diffusion-Inspired SYnthetic REstoration for Unsupervised Anomaly Detection.

Sergio Naval Marimont, Matthew Baugh, Vasilis Siomos, Christos Tzelepis, Bernhard Kainz, Giacomo Tarroni

CoRR, 2023

ARIA: On the interaction between Architectures, Aggregation methods and Initializations in federated visual classification.

Vasilis Siomos, Sergio Naval Marimont, Jonathan Passerat-Palmbach, Giacomo Tarroni

CoRR, 2023

Contribution Evaluation in Federated Learning: Examining Current Approaches.

Vasilis Siomos, Jonathan Passerat-Palmbach

CoRR, 2023

MIM-OOD: Generative Masked Image Modelling for Out-of-Distribution Detection in Medical Images.

Sergio Naval Marimont, Vasilis Siomos, Giacomo Tarroni

Proceedings of the Deep Generative Models - Third MICCAI Workshop, 2023

2022

FeTS Challenge 2022 Task 1: Implementing FedMGDA + and a New Partitioning.

Vasilis Siomos, Giacomo Tarroni, Jonathan Passerat-Palmbach

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2022