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researcher

M. Werman

29 papers hereh-index 408.7k citations202 works total

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

author position
  • first author1
  • middle author3
  • last author23

Across the 27 of 29 papers where every author was matched, so the position is known.

fields
  • cs.CV23
  • math.OC2
  • cs.DS1
  • cs.LG1
  • cs.NE1
  • math.PR1

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedIQ of Neural Networks

17 citations · 60 across the 23 of their papers we have counts for

collaborators
Showing 2022 · cs.CVShow all

2 papers · 2 filters

cs.CV2022★ 7 cited

An approach to robust ICP initialization

Alexander Kolpakov, Michael Werman

In this note, we propose an approach to initialize the Iterative Closest Point (ICP) algorithm to match unlabelled point clouds related by rigid transformations. The method is base…

cs.CV2022★ 1 cited

DecisioNet: A Binary-Tree Structured Neural Network

Noam Gottlieb, Michael Werman

Deep neural networks (DNNs) and decision trees (DTs) are both state-of-the-art classifiers. DNNs perform well due to their representational learning capabilities, while DTs are com…

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