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Popular repositories

  1. CVPR21_PASS CVPR21_PASS Public

    PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"

    Python 98 18

  2. Awesome-Failure-Detection Awesome-Failure-Detection Public

    A list of papers that studies out-of-distribution (OOD) detection and misclassification detection (MisD)

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  3. IL2A IL2A Public

    PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"

    Python 32 5

  4. FMFP FMFP Public

    PyTorch implementation of our ECCV 2022 paper "Rethinking Confidence Calibration for Failure Prediction"

    Python 21 2

  5. OpenMix OpenMix Public

    PyTorch implementation of our CVPR2023 paper "OpenMix: Exploring Out-of-Distribution samples for Misclassification Detection"

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  6. ICME21_calibrateCIL ICME21_calibrateCIL Public

    PyTorch implementation of our ICME2021 (oral) paper "Calibration for Non-exemplar Based Class-incremental Learning"

    Python 3