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M. Mancas

14 papers hereh-index 191.9k citations145 works total

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

author position
  • first author1
  • middle author11

Across the 12 of 14 papers where every author was matched, so the position is known.

fields
  • cs.CV12
  • cs.HC1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20132025
most citedAn Experimental Study of the Impact of Pre-training on the Pruning of a Convolutional Neural Network

14 citations · 26 across the 14 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.CV2022

People Tracking and Re-Identifying in Distributed Contexts: Extension Study of PoseTReID

Ratha Siv, Matei Mancas, Bernard Gosselin +2

In our previous paper, we introduced PoseTReID which is a generic framework for real-time 2D multi-person tracking in distributed interaction spaces where long-term people's identi…

cs.CV2022

Improve Convolutional Neural Network Pruning by Maximizing Filter Variety

Nathan Hubens, Matei Mancas, Bernard Gosselin +2

Neural network pruning is a widely used strategy for reducing model storage and computing requirements. It allows to lower the complexity of the network by introducing sparsity in…

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