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deep learning, computer vision
CVPR21_PASS. PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"
121Awesome-Failure-Detection. A list of papers that studies out-of-distribution (OOD) detection and misclassification detection (MisD)
53IL2A. PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"
40OpenMix. PyTorch implementation of our CVPR2023 paper "OpenMix: Exploring Out-of-Distribution samples for Misclassification Detection"
27FMFP. PyTorch implementation of our ECCV 2022 paper "Rethinking Confidence Calibration for Failure Prediction"
26RCL. PyTorch implementation of our CVPR2024 paper "RCL: Reliable Continual Learning for Unified Failure Detection"
5ICME21_calibrateCIL. PyTorch implementation of our ICME2021 (oral) paper "Calibration for Non-exemplar Based Class-incremental Learning"
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