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    11 repositories

    • TorchCP

      Public
      A Python toolbox for conformal prediction research on deep learning models, using PyTorch.
      graphregressionclassificationuncertainty-quantificationconformal-predictionlarge-language-models
      Python
      •
      GNU Lesser General Public License v3.0
      •50•433•4•2•Updated Nov 1, 2025Nov 1, 2025

    • Sample-Torch-Project

      Public
      Sample Deep Learning Project
      Python
      •0•0•0•0•Updated Oct 30, 2025Oct 30, 2025

    • Efficient-Dataset-Pruning

      Public
      [ICLR'25] Exploring Learning Complexity for Efficient Downstream Dataset Pruning
      Python
      •
      MIT License
      •0•1•0•0•Updated Oct 19, 2025Oct 19, 2025

    • Disagreement-Aware-Calibration

      Public
      [NeurIPS'25] Your Pre-trained LLM is Secretly an Unsupervised Confidence Calibrator
      Python
      •
      MIT License
      •0•4•0•0•Updated Oct 16, 2025Oct 16, 2025

    • Parametric-Scaling-Law-CP-Tuning

      Public
      [ICML'25] Parametric Scaling Law of Tuning Bias in Conformal Prediction
      Python
      •0•0•0•0•Updated Jul 2, 2025Jul 2, 2025

    • Outlier-Calibration

      Public
      [ICML’25] Understanding and Mitigating Miscalibration in Prompt Tuning for Vision-Language Models
      Python
      •
      MIT License
      •1•7•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•10•0•0•Updated Jun 3, 2024Jun 3, 2024