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# Optimizing Active Learning in Vision-Language Models via Parameter-Efficient Uncertainty Calibration
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![GitHub License](https://img.shields.io/github/license/IntelLabs/C_PEAL)
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[![OpenSSF Scorecard](https://api.scorecard.dev/projects/github.com/IntelLabs/C_PEAL/badge)](https://scorecard.dev/viewer/?uri=github.com/IntelLabs/C_PEAL)
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![GitHub License](https://img.shields.io/github/license/IntelLabs/C_PEAL?style=flat)
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![OpenSSF Scorecard](https://api.scorecard.dev/projects/github.com/IntelLabs/C_PEAL/badge)
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<!-- UNCOMMENT AS NEEDED
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[![Unit Tests](https://github.com/IntelLabs/ConvAssist/actions/workflows/run_unittests.yaml/badge.svg?branch=covassist-cleanup)](https://github.com/IntelLabs/ConvAssist/actions/workflows/run_unittests.yaml)
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[![pytorch](https://img.shields.io/badge/PyTorch-v2.4.1-green?logo=pytorch)](https://pytorch.org/get-started/locally/)

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