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06/24/2023
Thinking Like an Annotator: Generation of Dataset Labeling Instructions
Large-scale datasets are essential to modern day deep learning. Advocate...
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04/12/2021
Image-Level or Object-Level? A Tale of Two Resampling Strategies for Long-Tailed Detection
Training on datasets with long-tailed distributions has been challenging...
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08/17/2020
Alpha Net: Adaptation with Composition in Classifier Space
Deep learning classification models typically train poorly on classes wi...
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09/05/2018