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Recognition and characterization of unstructured environmental sounds
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Mutual information estimation and its applications to machine learning
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Hashcode representations of natural language for relation extraction
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Empirical study of informational regularizations in learning useful and interpretable representations
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Data-driven 3D hair digitization
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Invariant representation learning for robust and fair predictions
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Spatiotemporal prediction with deep learning on graphs
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Interaction dynamics and coordination for behavioral analysis in dyadic conversations
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Deep generative models for image translation
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Inferring mobility behaviors from trajectory datasets
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