DREAM-CZSL: Disengaged representation and alignment model for CZSL

Key Points

• DREAM-CZSL shows improved performance in zero-shot learning tasks, enhancing representation quality.
• The alignment model achieves a significant 25% increase in accuracy over existing methods.
• Analysis employed a theoretical model to assess multimodal learning capabilities across various datasets.
• Implications include the potential for refined algorithms that better understand complex relationships in zero-shot learning tasks.