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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 230 32

  2. CLIP_Calibration CLIP_Calibration Public

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

    Python 10

  3. conformal_prediction_via_label_ranking conformal_prediction_via_label_ranking Public

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

    Python 9 3

  4. ConvexConcaveLoss ConvexConcaveLoss Public

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

    Python 7

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

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

    Python 3 1

Repositories

Showing 5 of 5 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 230 LGPL-3.0 32 2 0 Updated Nov 8, 2024
  • 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 0 0 Updated Oct 28, 2024
  • CLIP_Calibration Public

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

    ml-stat-Sustech/CLIP_Calibration’s past year of commit activity
    Python 10 MIT 0 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 9 3 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 7 0 0 0 Updated Jun 3, 2024

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