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03/29/2023
Towards Understanding the Effect of Pretraining Label Granularity
In this paper, we study how pretraining label granularity affects the ge...
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02/25/2023
Agile Modeling: Image Classification with Domain Experts in the Loop
Machine learning is not readily accessible to domain experts from many f...
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03/15/2020
NoiseRank: Unsupervised Label Noise Reduction with Dependence Models
Label noise is increasingly prevalent in datasets acquired from noisy ch...
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01/19/2016
Adaptive Image Denoising by Mixture Adaptation
We propose an adaptive learning procedure to learn patch-based image pri...
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06/30/2014