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researcher

F. Pernici

18 papers hereh-index 16925 citations63 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author6
  • middle author11
  • last author1

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.CV14
  • cs.LG4

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedClass-incremental Learning with Pre-allocated Fixed Classifiers

33 citations · 117 across the 14 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.CV2020

Temporal Binary Representation for Event-Based Action Recognition

Simone Undri Innocenti, Federico Becattini, Federico Pernici +1

In this paper we present an event aggregation strategy to convert the output of an event camera into frames processable by traditional Computer Vision algorithms. The proposed meth…

cs.LG2020★ 33 cited

Class-incremental Learning with Pre-allocated Fixed Classifiers

Federico Pernici, Matteo Bruni, Claudio Baecchi +2

In class-incremental learning, a learning agent faces a stream of data with the goal of learning new classes while not forgetting previous ones. Neural networks are known to suffer…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.