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Niccolò Biondi
Assistant Professor, Dipartimento di Ingegneria e Scienza dell'Informazione, University of Trento
Joined
July 2022
Names
Niccolò Biondi
(Preferred)
,
Niccolo Biondi
Emails
****@unifi.it
(Confirmed)
,
****@unitn.it
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Assistant Professor
Dipartimento di Ingegneria e Scienza dell'Informazione,
University of Trento
(unitn.it)
2025
–
2028
Postdoc
Dipartimento di Ingegneria dell'Informazione,
University of Florence
(unifi.it)
2024
–
2025
PhD student
Dipartimento di Ingegneria dell'Informazione,
University of Florence
(unifi.it)
2021
–
2024
MS student
Dipartimento di Ingegneria dell'Informazione,
University of Florence
(unifi.it)
2018
–
2021
Advisors, Relations & Conflicts
PhD Advisor
Alberto Del Bimbo
2021
–
2024
PhD Advisor
Federico Pernici
2021
–
2024
Expertise
Compatible Learnining
Present
Deep Learning
Present
Computer Vision
Present
Lifelong Learning
,
Continual Learning
Present
Representation Learning
Present
Neural Collapse
Present
Linear Mode Connectivity
Present
Publications
$\boldsymbol{\lambda}$-Orthogonality Regularization for Compatible Representation Learning
Simone Ricci
,
Niccolò Biondi
,
Federico Pernici
,
Ioannis Patras
,
Alberto Del Bimbo
NeurIPS 2025 poster
Readers:
Everyone
The Probability Simplex is Compatible
Simone Ricci
,
Niccolò Biondi
,
Federico Pernici
,
Alberto Del Bimbo
Submitted to ICLR 2025
Readers:
Everyone
CoReS: Compatible Representations via Stationarity
Niccolo Biondi
,
Federico Pernici
,
Matteo Bruni
,
Alberto Del Bimbo
Published: 01 Jan 2023, Last Modified: 06 Nov 2023
IEEE Trans. Pattern Anal. Mach. Intell. 2023
Readers:
Everyone
Contrastive Supervised Distillation for Continual Representation Learning
Tommaso Barletti
,
Niccolo Biondi
,
Federico Pernici
,
Matteo Bruni
,
Alberto Del Bimbo
2022 (modified: 16 Apr 2023)
ICIAP (1) 2022
Readers:
Everyone
CL2R: Compatible Lifelong Learning Representations
Niccolo Biondi
,
Federico Pernici
,
Matteo Bruni
,
Daniele Mugnai
,
Alberto Del Bimbo
2022 (modified: 16 Apr 2023)
ACM Trans. Multim. Comput. Commun. Appl. 2022
Readers:
Everyone
Co-Authors
Alberto Del Bimbo
Daniele Mugnai
Federico Pernici
Ioannis Patras
Matteo Bruni
Simone Ricci
Tommaso Barletti