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catastrophic forgetting 1continual learning 1heterogeneous tasks 1medical visual question answering 1task ordering 1

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20242026
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cs.SD2026

ZEBRA: Zero-Shot Entropy-Regularized Prompt Learning for Base-to-Novel Generalization in Audio-Language Models

Asif Hanif, Mohammad Yaqub

Audio-Language Models (ALMs) achieve strong zero-shot performance by aligning audio with textual class descriptions. Although prompt learning improves accuracy on base classes thro…