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Giuseppe Serra

Affiliations:
  • Goethe University Frankfurt, German Cancer Consortium, Frankfurt am Main, Germany


According to our database1, Giuseppe Serra authored at least 5 papers between 2024 and 2026.

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

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2026
Non-Contrastive Vision-Language Learning with Predictive Embedding Alignment.
[BibTeX]
[DOI]
Lukas Kuhn
,
Giuseppe Serra
,
Florian Buettner
CoRR, February, 2026

2025
DATS: Distance-Aware Temperature Scaling for Calibrated Class-Incremental Learning.
[BibTeX]
[DOI]
Giuseppe Serra
,
Florian Büttner
CoRR, September, 2025

How to Leverage Predictive Uncertainty Estimates for Reducing Catastrophic Forgetting in Online Continual Learning.
[BibTeX]
[DOI]
Giuseppe Serra
,
Ben Werner
,
Florian Buettner
Trans. Mach. Learn. Res., 2025

Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond.
[BibTeX]
[DOI]
Giuseppe Serra
,
Florian Buettner
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024
Federated Continual Learning Goes Online: Leveraging Uncertainty for Modality-Agnostic Class-Incremental Learning.
[BibTeX]
[DOI]
Giuseppe Serra
,
Florian Buettner
CoRR, 2024


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