Repositories list

• TorchCP

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

  graphregressionclassification+ 3uncertainty-quantificationconformal-predictionlarge-language-models

  Python

  •

  GNU Lesser General Public License v3.0

  •49•421•4•1•Updated Aug 31, 2025Aug 31, 2025

• Parametric-Scaling-Law-CP-Tuning

  Public
  [ICML'25] Parametric Scaling Law of Tuning Bias in Conformal Prediction

  Python

  •0•1•0•0•Updated Jul 2, 2025Jul 2, 2025

• Outlier-Calibration

  Public
  [ICML25] Understanding and Mitigating Miscalibration in Prompt Tuning for Vision-Language Models

  Python

  •

  MIT License

  •1•6•0•0•Updated Jun 9, 2025Jun 9, 2025

• Fine-tuned-Score-Deviation

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

  Python

  •

  Apache License 2.0

  •0•4•1•0•Updated Feb 26, 2025Feb 26, 2025

• Local-Perplexity-Ranking

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

  Python

  •

  Apache License 2.0

  •1•4•1•0•Updated Feb 14, 2025Feb 14, 2025

• CLIP_Calibration

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

  Python

  •

  MIT License

  •2•15•0•0•Updated Jun 14, 2024Jun 14, 2024

• conformal_prediction_via_label_ranking

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

  Python

  •3•12•1•0•Updated Jun 14, 2024Jun 14, 2024

• ConvexConcaveLoss

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

  Python

  •0•9•0•0•Updated Jun 3, 2024Jun 3, 2024