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03/29/2023
Machine Learning for Uncovering Biological Insights in Spatial Transcriptomics Data
Development and homeostasis in multicellular systems both require exquis...
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06/17/2021
Multi-Modal Prototype Learning for Interpretable Multivariable Time Series Classification
Multivariable time series classification problems are increasing in prev...
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01/14/2019
Interpretable machine learning: definitions, methods, and applications
Machine-learning models have demonstrated great success in learning comp...
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11/13/2018
Brain-Computer Interface in Virtual Reality
We study the performance of brain computer interface (BCI) system in a v...
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11/12/2017
Robust Image Registration via Empirical Mode Decomposition
Spatially varying intensity noise is a common source of distortion in im...
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11/07/2017
Interpreting Convolutional Neural Networks Through Compression
Convolutional neural networks (CNNs) achieve state-of-the-art performanc...
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05/20/2017