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09/13/2023
Deep Attentive Time Warping
Similarity measures for time series are important problems for time seri...
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08/17/2023
MixBag: Bag-Level Data Augmentation for Learning from Label Proportions
Learning from label proportions (LLP) is a promising weakly supervised l...
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02/17/2023
Learning from Label Proportion with Online Pseudo-Label Decision by Regret Minimization
This paper proposes a novel and efficient method for Learning from Label...
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11/05/2021
Dynamic Data Augmentation with Gating Networks
Data augmentation is a technique to improve the generalization ability o...
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03/28/2021
Attention to Warp: Deep Metric Learning for Multivariate Time Series
Deep time series metric learning is challenging due to the difficult tra...
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03/08/2021