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Attention-based Preprocessing Framework for Improving Rare Transient Classification

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Deep learning-based astronomical multimodal data fusion: A comprehensive review

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Testing and combining transient spectral classification tools on 4MOST-like blended spectra

A Milligan, I Hook, C Frohmaier, M Smith, G Dimitriadis, Y -L Kim, K Maguire, A Möller, M Nicholl, S J Smartt, J Storm, M Sullivan, E Tempel, P Wiseman, L P Cassarà, R Demarco, A Fritz and J Jiang
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Leveraging pre-trained vision Transformers for multi-band photometric light curve classification

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ORACLE: A Real-time, Hierarchical, Deep Learning Photometric Classifier for the LSST

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Uncertainty estimation for time series classification

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Transfer learning for transient classification: from simulations to real data and ZTF to LSST

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Maven: a multimodal foundation model for supernova science

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