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08/15/2023
Domain Adaptation via Minimax Entropy for Real/Bogus Classification of Astronomical Alerts
Time domain astronomy is advancing towards the analysis of multiple mass...
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08/09/2023
Multi-Class Deep SVDD: Anomaly Detection Approach in Astronomy with Distinct Inlier Categories
With the increasing volume of astronomical data generated by modern surv...
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04/04/2022
Con^2DA: Simplifying Semi-supervised Domain Adaptation by Learning Consistent and Contrastive Feature Representations
In this work, we present Con^2DA, a simple framework that extends recent...
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08/07/2020
Alert Classification for the ALeRCE Broker System: The Real-time Stamp Classifier
We present a real-time stamp classifier of astronomical events for the A...
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09/25/2019
Adversarial Variational Domain Adaptation
In this work we address the problem of transferring knowledge obtained f...
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11/08/2018
Labeling Bias in Galaxy Morphologies
We present a metric to quantify systematic labeling bias in galaxy morph...
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01/02/2017