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P roto L ens: Advancing prototype learning for fine-grained interpretability in text classification

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cs.LG 1

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2026 1

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ProtoTTA: Prototype-Guided Test-Time Adaptation

cs.LG · 2026-04-16 · unverdicted · novelty 6.0

ProtoTTA is a test-time adaptation framework for prototype models that uses intermediate prototype signals and entropy minimization to improve robustness and semantic focus under distribution shifts.

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  • ProtoTTA: Prototype-Guided Test-Time Adaptation cs.LG · 2026-04-16 · unverdicted · none · ref 24

    ProtoTTA is a test-time adaptation framework for prototype models that uses intermediate prototype signals and entropy minimization to improve robustness and semantic focus under distribution shifts.