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06/27/2023
Transferability Metrics for Object Detection
Transfer learning aims to make the most of existing pre-trained models t...
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07/27/2022
Towards Clear Expectations for Uncertainty Estimation
If Uncertainty Quantification (UQ) is crucial to achieve trustworthy Mac...
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06/21/2022
Performance Prediction Under Dataset Shift
ML models deployed in production often have to face unknown domain chang...
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06/28/2021
Ensembling Shift Detectors: an Extensive Empirical Evaluation
The term dataset shift refers to the situation where the data used to tr...
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04/19/2019
Who wrote this book? A challenge for e-commerce
Modern e-commerce catalogs contain millions of references, associated wi...
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02/19/2018