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Sam Leroux

14 papers hereh-index 17665 citations69 works total

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

author position
  • first author5
  • middle author9

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.CV6
  • cs.LG3
  • cs.NE2
  • cs.AI1
  • cs.RO1
  • cs.SE1
same name
  • Sam Leroux — 7 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedDecoupled Appearance and Motion Learning for Efficient Anomaly Detection in Surveillance Video

2 citations · 5 across the 9 of their papers we have counts for

collaborators
Showing cs.NEShow all

2 papers · 1 filter

cs.NE2017

Transfer Learning with Binary Neural Networks

Sam Leroux, Steven Bohez, Tim Verbelen +3

Previous work has shown that it is possible to train deep neural networks with low precision weights and activations. In the extreme case it is even possible to constrain the netwo…

cs.NE2016

Efficiency Evaluation of Character-level RNN Training Schedules

Cedric De Boom, Sam Leroux, Steven Bohez +3

We present four training and prediction schedules from the same character-level recurrent neural network. The efficiency of these schedules is tested in terms of model effectivenes…

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