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Nikolaos Dimitriadis

12 papers hereh-index 7247 citations14 works total

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

author position
  • first author4
  • middle author8

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.CL1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedThe Theoretical Expressiveness of Maxpooling

3 citations · 8 across the 11 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023

Flexible Channel Dimensions for Differentiable Architecture Search

Ahmet Caner Yüzügüler, Nikolaos Dimitriadis, Pascal Frossard

Finding optimal channel dimensions (i.e., the number of filters in DNN layers) is essential to design DNNs that perform well under computational resource constraints. Recent work i…

cs.LG2023★ 1 cited

SequeL: A Continual Learning Library in PyTorch and JAX

Nikolaos Dimitriadis, Francois Fleuret, Pascal Frossard

Continual Learning is an important and challenging problem in machine learning, where models must adapt to a continuous stream of new data without forgetting previously acquired kn…

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