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Better Knowledge Retention through Metric Learning
In continual learning, new categories may be introduced over time, and a...
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TrueImage: A Machine Learning Algorithm to Improve the Quality of Telehealth Photos
Telehealth is an increasingly critical component of the health care ecos...
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Learning to Communicate in a Noisy Environment
In this work we examine the problem of learning to cooperate in the cont...
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Harmless interpolation of noisy data in regression
A continuing mystery in understanding the empirical success of deep neur...
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Are All Training Examples Created Equal? An Empirical Study
Modern computer vision algorithms often rely on very large training data...
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Kailas Vodrahalli
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