Search Results for author: Perla Doubinsky

Found 3 papers, 2 papers with code

Semantic Generative Augmentations for Few-Shot Counting

1 code implementation26 Oct 2023 Perla Doubinsky, Nicolas Audebert, Michel Crucianu, Hervé Le Borgne

This requires to generate images that correspond to a given input number of objects.

Ranked #4 on Object Counting on FSC147 (using extra training data)

Image Classification Object Counting

Multi-Attribute Balanced Sampling for Disentangled GAN Controls

1 code implementation28 Oct 2021 Perla Doubinsky, Nicolas Audebert, Michel Crucianu, Hervé Le Borgne

We propose to address disentanglement by subsampling the generated data to remove over-represented co-occuring attributes thus balancing the semantics of the dataset before training the classifiers.

Attribute Disentanglement

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