Paolo Mandica

According to our database, Paolo Mandica authored at least 7 papers between 2023 and 2026.

Collaborative distances:

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

2026

GPart: End-to-End Isometric Fine-Tuning via Global Parameter Partitioning.

Paolo Mandica, Michal Brzozowski, Zuzanna Dubanowska, Neo Christopher Chung

CoRR, May, 2026

2025

Learning with uncertainty via Hyperbolic Neural Networks.

Paolo Mandica

PhD thesis, 2025

Representation-based Broad Hallucination Detectors Fail to Generalize Out of Distribution.

Zuzanna Dubanowska, Maciej Zelaszczyk, Michal Brzozowski, Paolo Mandica, Michal P. Karpowicz

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Hyperbolic Active Learning for Semantic Segmentation under Domain Shift.

Luca Franco, Paolo Mandica, Konstantinos Kallidromitis, Devin Guillory, Yu-Teng Li, Trevor Darrell, Fabio Galasso

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Hyperbolic Learning with Multimodal Large Language Models.

Paolo Mandica, Luca Franco, Konstantinos Kallidromitis, Suzanne Petryk, Fabio Galasso

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

2023

Hyperbolic Active Learning for Semantic Segmentation under Domain Shift.

Luca Franco, Paolo Mandica, Konstantinos Kallidromitis, Devin Guillory, Yu-Teng Li, Fabio Galasso

CoRR, 2023

Hyperbolic Self-paced Learning for Self-supervised Skeleton-based Action Representations.

Luca Franco, Paolo Mandica, Bharti Munjal, Fabio Galasso

Proceedings of the Eleventh International Conference on Learning Representations, 2023