Zero-shot learning (ZSL) aims at understanding unseen categories with no training examples from class-level descriptions. To improve the discriminative power of ZSL, Mohamed Elhoseiny discusses the visual learning process of unseen categories with inspiration from the psychology of human creativity for producing novel art.

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