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researcher

S. Carlsson

2 papers hereh-index 339.6k citations109 works total

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

author position
  • sole author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedGeometry of Deep Convolutional Networks

3 citations · 3 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2019★ 3 cited

Geometry of Deep Convolutional Networks

Stefan Carlsson

We give a formal procedure for computing preimages of convolutional network outputs using the dual basis defined from the set of hyperplanes associated with the layers of the netwo…

cs.CV2015

Spotlight the Negatives: A Generalized Discriminative Latent Model

Hossein Azizpour, Mostafa Arefiyan, Sobhan Naderi Parizi +1

Discriminative latent variable models (LVM) are frequently applied to various visual recognition tasks. In these systems the latent (hidden) variables provide a formalism for model…

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