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Perla Doubinsky

3 papers hereh-index 224 citations4 works total

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

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2023

Semantic Generative Augmentations for Few-Shot Counting

Perla Doubinsky, Nicolas Audebert, Michel Crucianu +1

With the availability of powerful text-to-image diffusion models, recent works have explored the use of synthetic data to improve image classification performances. These works sho…

cs.CV2023

Wasserstein Loss for Semantic Editing in the Latent Space of GANs

Perla Doubinsky, Nicolas Audebert, Michel Crucianu +1

The latent space of GANs contains rich semantics reflecting the training data. Different methods propose to learn edits in latent space corresponding to semantic attributes, thus a…

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