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M. Sabatelli

25 papers hereh-index 8249 citations57 works total

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

author position
  • first author3
  • middle author8
  • last author14

Across the 25 of 25 papers where every author was matched, so the position is known.

fields
  • cs.LG15
  • cs.CV3
  • cs.GT3
  • stat.ML2
  • cs.CL1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedMachine Learning Students Overfit to Overfitting

5 citations · 18 across the 23 of their papers we have counts for

collaborators
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2025★ 1 cited

Large-image Object Detection for Fine-grained Recognition of Punches Patterns in Medieval Panel Painting

Josh Bruegger, Diana Ioana Catana, Vanja Macovaz +3

The attribution of the author of an art piece is typically a laborious manual process, usually relying on subjective evaluations of expert figures. However, there are some situatio…

cs.CV2024

Video-Driven Graph Network-Based Simulators

Franciszek Szewczyk, Gilles Louppe, Matthia Sabatelli

Lifelike visualizations in design, cinematography, and gaming rely on precise physics simulations, typically requiring extensive computational resources and detailed physical input…

cs.CV2020

On the Transferability of Winning Tickets in Non-Natural Image Datasets

Matthia Sabatelli, Mike Kestemont, Pierre Geurts

We study the generalization properties of pruned neural networks that are the winners of the lottery ticket hypothesis on datasets of natural images. We analyse their potential und…

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