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researcher

Federica Freddi

2 papers hereh-index 323 citations5 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedMeta-Learning with MAML on Trees

4 citations · 4 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2021★ 4 cited

Meta-Learning with MAML on Trees

Jezabel R. Garcia, Federica Freddi, Feng-Ting Liao +5

In meta-learning, the knowledge learned from previous tasks is transferred to new ones, but this transfer only works if tasks are related. Sharing information between unrelated tas…

cs.CV2020

Cyclic orthogonal convolutions for long-range integration of features

Federica Freddi, Jezabel R Garcia, Michael Bromberg +4

In Convolutional Neural Networks (CNNs) information flows across a small neighbourhood of each pixel of an image, preventing long-range integration of features before reaching deep…

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