26 citations · 91 across the 22 of their papers we have counts for
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cs.CV2018
Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders
Edgar Schönfeld, Sayna Ebrahimi, Samarth Sinha +2
Many approaches in generalized zero-shot learning rely on cross-modal mapping between the image feature space and the class embedding space. As labeled images are expensive, one di…
cs.CV2018
Compositional GAN: Learning Image-Conditional Binary Composition
Samaneh Azadi, Deepak Pathak, Sayna Ebrahimi +1
Generative Adversarial Networks (GANs) can produce images of remarkable complexity and realism but are generally structured to sample from a single latent source ignoring the expli…