Federico Pernici

Federico Pernici

Università degli Studi di Firenze

H-index: 16

Europe-Italy

About Federico Pernici

Federico Pernici, With an exceptional h-index of 16 and a recent h-index of 11 (since 2020), a distinguished researcher at Università degli Studi di Firenze, specializes in the field of Deep Learning, Machine Learning, Computer Vision, Pattern Recognition.

His recent articles reflect a diverse array of research interests and contributions to the field:

Cores: Compatible representations via stationarity

CL2R: Compatible Lifelong Learning Representations

Fine-grained adversarial semi-supervised learning

Contrastive supervised distillation for continual representation learning

Regular polytope networks

Class-incremental learning with pre-allocated fixed classifiers

Temporal binary representation for event-based action recognition

Soft pseudo-labeling semi-supervised learning applied to fine-grained visual classification

Federico Pernici Information

University

Position

Phd

Citations(all)

967

Citations(since 2020)

354

Cited By

735

hIndex(all)

16

hIndex(since 2020)

11

i10Index(all)

25

i10Index(since 2020)

12

Email

University Profile Page

Università degli Studi di Firenze

Google Scholar

View Google Scholar Profile

Federico Pernici Skills & Research Interests

Deep Learning

Machine Learning

Computer Vision

Pattern Recognition

Top articles of Federico Pernici

Title

Journal

Author(s)

Publication Date

Cores: Compatible representations via stationarity

IEEE Transactions on Pattern Analysis and Machine Intelligence

Niccolo Biondi

Federico Pernici

Matteo Bruni

Alberto Del Bimbo

2023/3/20

CL2R: Compatible Lifelong Learning Representations

ACM Transactions on Multimedia Computing, Communications and Applications

Niccoló Biondi

Federico Pernici

Matteo Bruni

Daniele Mugnai

Alberto Del Bimbo

2023/1/6

Fine-grained adversarial semi-supervised learning

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)

Daniele Mugnai

Federico Pernici

Francesco Turchini

Alberto Del Bimbo

2022/1/25

Contrastive supervised distillation for continual representation learning

Tommaso Barletti

Niccoló Biondi

Federico Pernici

Matteo Bruni

Alberto Del Bimbo

2022/5/15

Regular polytope networks

IEEE Transactions on Neural Networks and Learning Systems

Federico Pernici

Matteo Bruni

Claudio Baecchi

Alberto Del Bimbo

2021/2/19

Class-incremental learning with pre-allocated fixed classifiers

Federico Pernici

Matteo Bruni

Claudio Baecchi

Francesco Turchini

Alberto Del Bimbo

2021/1/10

Temporal binary representation for event-based action recognition

Simone Undri Innocenti

Federico Becattini

Federico Pernici

Alberto Del Bimbo

2021/1/10

Soft pseudo-labeling semi-supervised learning applied to fine-grained visual classification

Daniele Mugnai

Federico Pernici

Francesco Turchini

Alberto Del Bimbo

2021

Self-supervised on-line cumulative learning from video streams

Computer Vision and Image Understanding

Federico Pernici

Matteo Bruni

Alberto Del Bimbo

2020/8/1

See List of Professors in Federico Pernici University(Università degli Studi di Firenze)

Co-Authors

H-index: 73
Tsuhan Chen

Tsuhan Chen

National University of Singapore

H-index: 65
Alberto Del Bimbo

Alberto Del Bimbo

Università degli Studi di Firenze

H-index: 50
Marco Cristani

Marco Cristani

Università degli Studi di Verona

H-index: 39
Luigi Chisci

Luigi Chisci

Università degli Studi di Firenze

H-index: 38
Marco Bertini

Marco Bertini

Università degli Studi di Firenze

H-index: 37
Andrew D. Bagdanov

Andrew D. Bagdanov

Università degli Studi di Firenze

academic-engine