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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 357 43

  2. conformal_prediction_via_label_ranking conformal_prediction_via_label_ranking Public

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

    Python 12 2

  3. CLIP_Calibration CLIP_Calibration Public

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

    Python 12 1

  4. ConvexConcaveLoss ConvexConcaveLoss Public

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

    Python 9

  5. Local-Perplexity-Ranking Local-Perplexity-Ranking Public

    [NeurIPS '24] On the Noise Robustness of In-Context Learning for Text Generation

    Python 3 1

  6. Fine-tuned-Score-Deviation Fine-tuned-Score-Deviation Public

    [ICLR'25] Fine-tuning can Help Detect Pretraining Data from Large Language Models

    Python 2

Repositories

Showing 6 of 6 repositories
  • TorchCP Public

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

    ml-stat-Sustech/TorchCP’s past year of commit activity
    Python 357 LGPL-3.0 43 4 2 Updated Mar 22, 2025
  • Fine-tuned-Score-Deviation Public

    [ICLR'25] Fine-tuning can Help Detect Pretraining Data from Large Language Models

    ml-stat-Sustech/Fine-tuned-Score-Deviation’s past year of commit activity
    Python 2 Apache-2.0 0 0 0 Updated Feb 26, 2025
  • Local-Perplexity-Ranking Public

    [NeurIPS '24] On the Noise Robustness of In-Context Learning for Text Generation

    ml-stat-Sustech/Local-Perplexity-Ranking’s past year of commit activity
    Python 3 Apache-2.0 1 1 0 Updated Feb 14, 2025
  • CLIP_Calibration Public

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

    ml-stat-Sustech/CLIP_Calibration’s past year of commit activity
    Python 12 MIT 1 0 0 Updated Jun 14, 2024
  • conformal_prediction_via_label_ranking Public

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

    ml-stat-Sustech/conformal_prediction_via_label_ranking’s past year of commit activity
    Python 12 2 1 0 Updated Jun 14, 2024
  • ConvexConcaveLoss Public

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

    ml-stat-Sustech/ConvexConcaveLoss’s past year of commit activity
    Python 9 0 0 0 Updated Jun 3, 2024

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