Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks

Humans can effortlessly draw new categories from a single exemplar, a feat that has long posed a challenge for generative models. However, this gap has started to close with recent advances in diffusion models. This one-shot drawing task requires powerful inductive biases that have not been systemat...

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Hauptverfasser: Boutin, Victor, Mukherji, Rishav, Agrawal, Aditya, Muzellec, Sabine, Fel, Thomas, Serre, Thomas, VanRullen, Rufin
Format: Tagungsbericht
Sprache:eng
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