Vasilis Siomos

Orcid: 0009-0003-0985-2672

According to our database1, Vasilis Siomos authored at least 9 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
Addressing Data Heterogeneity in Federated Learning with Adaptive Normalization-Free Feature Recalibration.
CoRR, 2024

Ensembled Cold-Diffusion Restorations for Unsupervised Anomaly Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

ARIA: On the Interaction Between Architectures, Initialization and Aggregation Methods for Federated Visual Classification.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

DISYRE: Diffusion-Inspired Synthetic Restoration for Unsupervised Anomaly Detection.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023
Sample selection with noise rate estimation in noise learning of medical image analysis.
CoRR, 2023

ARIA: On the interaction between Architectures, Aggregation methods and Initializations in federated visual classification.
CoRR, 2023

Contribution Evaluation in Federated Learning: Examining Current Approaches.
CoRR, 2023

MIM-OOD: Generative Masked Image Modelling for Out-of-Distribution Detection in Medical Images.
Proceedings of the Deep Generative Models - Third MICCAI Workshop, 2023

2022
FeTS Challenge 2022 Task 1: Implementing FedMGDA + and a New Partitioning.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2022


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