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Sam Leroux

23 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 author15
  • last author3

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • cs.CV11
  • cs.LG6
  • cs.NE2
  • cs.RO2
  • cs.AI1
  • cs.SE1
same name
  • Sam Leroux — 3 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
20162026
most citedDecoupled Appearance and Motion Learning for Efficient Anomaly Detection in Surveillance Video

2 citations · 7 across the 15 of their papers we have counts for

collaborators
Showing 2017Show 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.AI2017

Decoupled Learning of Environment Characteristics for Safe Exploration

Pieter Van Molle, Tim Verbelen, Steven Bohez +3

Reinforcement learning is a proven technique for an agent to learn a task. However, when learning a task using reinforcement learning, the agent cannot distinguish the characterist…

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