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04/11/2023
The Capacity and Robustness Trade-off: Revisiting the Channel Independent Strategy for Multivariate Time Series Forecasting
Multivariate time series data comprises various channels of variables. T...
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01/15/2023
On Pseudo-Labeling for Class-Mismatch Semi-Supervised Learning
When there are unlabeled Out-Of-Distribution (OOD) data from other class...
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06/01/2022
Contrastive Principal Component Learning: Modeling Similarity by Augmentation Overlap
Traditional self-supervised contrastive learning methods learn embedding...
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01/13/2022
Approximate the individually fair k-center with outliers
In this paper, we propose and investigate the individually fair k-center...
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08/10/2021
MotionInput v2.0 supporting DirectX: A modular library of open-source gesture-based machine learning and computer vision methods for interacting and controlling existing softwa
Touchless computer interaction has become an important consideration dur...
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11/30/2020
Revisiting Unsupervised Meta-Learning: Amplifying or Compensating for the Characteristics of Few-Shot Tasks
Meta-learning becomes a practical approach towards few-shot image classi...
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05/15/2020