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ml-stat-Sustech

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  1. TorchCP TorchCP Public

    A Python toolbox for conformal prediction research on deep learning models, using PyTorch.

    Python 433 50

  2. CLIP_Calibration CLIP_Calibration Public

    [ICML'24] Open-Vocabulary Calibration for Fine-tuned CLIP

    Python 15 2

  3. conformal_prediction_via_label_ranking conformal_prediction_via_label_ranking Public

    [ICML'24] Conformal Prediction for Deep Classifier via Label Ranking

    Python 12 3

  4. ConvexConcaveLoss ConvexConcaveLoss Public

    [ICML'24] Mitigating Privacy Risk in Membership Inference by Convex-Concave Loss

    Python 10

  5. Outlier-Calibration Outlier-Calibration Public

    [ICML’25] Understanding and Mitigating Miscalibration in Prompt Tuning for Vision-Language Models

    Python 7 1

  6. Disagreement-Aware-Calibration Disagreement-Aware-Calibration Public

    [NeurIPS'25] Your Pre-trained LLM is Secretly an Unsupervised Confidence Calibrator

    Python 5

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