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Search results for computer vision uncertainty quantification
computer-vision
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uncertainty-quantification
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9 search results found
Conformal Prediction
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349
Lightweight, useful implementation of conformal prediction on real data.
Conformal_classification
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159
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
Masksembles
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90
Official repository for the paper "Masksembles for Uncertainty Estimation" (CVPR2021).
Conffusion
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37
Official Implementation for the "Conffusion: Confidence Intervals for Diffusion Models" paper.
Conformal Risk
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33
Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vision and natural language processing.
Bayescap
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32
(ECCV 2022) BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks
Vatl4pose Wacv2024
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19
[WACV2024] Official PyTorch implimentation for ``Active Transfer Learning for Efficient Video-Specific Human Pose Estimation''
Hardest
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12
The HARDness ESTimation package: A library for ranking images from a dataset by hardness with respect to a specific detector.
Deeplabv3plus Muad Pytorch
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8
Deeplab V3+ on the MUAD dataset
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