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cs.CV 1

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2025 1

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Task-Specific Adaptation with Restricted Model Access

cs.CV · 2025-02-02 · conditional · novelty 5.0

A new gray-box fine-tuning framework adapts frozen, hidden foundation models using only gradient access, with input/output adapters (DGA) or intermediate tokens (LGA), and matches full-access methods on several retrieval tasks.

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  • Task-Specific Adaptation with Restricted Model Access cs.CV · 2025-02-02 · conditional · none · ref 7

    A new gray-box fine-tuning framework adapts frozen, hidden foundation models using only gradient access, with input/output adapters (DGA) or intermediate tokens (LGA), and matches full-access methods on several retrieval tasks.