Introduces adversarial contrastive training for cross-domain few-shot class-incremental audio classification, with encoder frozen after base session and classifier updated across sessions, outperforming SOTA on six dataset pairs.
Few-shot class- incremental audio classifica tion using dynamically expanded classifier with self-attention modified prototypes,
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Cross Domain Few-Shot Class-Incremental Audio Classification Via Adversarial Contrastive Learning
Introduces adversarial contrastive training for cross-domain few-shot class-incremental audio classification, with encoder frozen after base session and classifier updated across sessions, outperforming SOTA on six dataset pairs.