Matteo Pennisi

Orcid: 0000-0002-6721-4383

According to our database1, Matteo Pennisi authored at least 20 papers between 2021 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
<i>FedER</i>: Federated Learning through Experience Replay and privacy-preserving data synthesis.
Comput. Vis. Image Underst., January, 2024

Diffexplainer: Towards Cross-modal Global Explanations with Diffusion Models.
CoRR, 2024

Selective Attention-based Modulation for Continual Learning.
CoRR, 2024

Wake-Sleep Consolidated Learning.
CoRR, 2024

2023
On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning.
CoRR, 2023

A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

FeDZIO: Decentralized Federated Knowledge Distillation on Edge Devices.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

Selective Freezing for Efficient Continual Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Experience Replay as an Effective Strategy for Optimizing Decentralized Federated Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Dynamic Graph Attention: Unraveling Spatio-Temporal Synchrony in EEG Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
Decentralized Distributed Learning with Privacy-Preserving Data Synthesis.
CoRR, 2022

Effects of Auxiliary Knowledge on Continual Learning.
CoRR, 2022

GAN Latent Space Manipulation and Aggregation for Federated Learning in Medical Imaging.
Proceedings of the Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, 2022

Effects of Auxiliary Knowledge on Continual Learning.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Transfer Without Forgetting.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Bringing AI pipelines onto cloud-HPC: setting a baseline for accuracy of COVID-19 AI diagnosis.
CoRR, 2021

An Explainable AI System for Automated COVID-19 Assessment and Lesion Categorization from CT-scans.
CoRR, 2021

An explainable AI system for automated COVID-19 assessment and lesion categorization from CT-scans.
Artif. Intell. Medicine, 2021

Self-improving classification performance through GAN distillation.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

HPC Application Cloudification: The StreamFlow Toolkit (Invited Paper).
Proceedings of the 12th Workshop on Parallel Programming and Run-Time Management Techniques for Many-core Architectures and 10th Workshop on Design Tools and Architectures for Multicore Embedded Computing Platforms, 2021


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