1 code implementation • 26 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)
no code implementations • 22 Mar 2023 • Perla Doubinsky, Nicolas Audebert, Michel Crucianu, Hervé Le Borgne
The latent space of GANs contains rich semantics reflecting the training data.
1 code implementation • 28 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.