Proxy-FDA aligns the local neighborhood structure of pre-trained and fine-tuned feature spaces, generating synthetic proxies to reduce concept forgetting during fine-tuning.
Remote sensing image scene classification: Benchmark and state of the art
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Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting
Proxy-FDA aligns the local neighborhood structure of pre-trained and fine-tuned feature spaces, generating synthetic proxies to reduce concept forgetting during fine-tuning.