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02/27/2023
Approximately optimal domain adaptation with Fisher's Linear Discriminant Analysis
We propose a class of models based on Fisher's Linear Discriminant (FLD)...
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08/23/2022
The Value of Out-of-Distribution Data
More data helps us generalize to a task. But real datasets can contain o...
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01/31/2022
Deep discriminative to kernel generative modeling
The fight between discriminative versus generative goes deep, in both th...
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10/07/2021
Towards Accurate Cross-Domain In-Bed Human Pose Estimation
Human behavioral monitoring during sleep is essential for various medica...
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10/26/2020