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09/23/2020
Segmented Pairwise Distance for Time Series with Large Discontinuities
Time series with large discontinuities are common in many scenarios. How...
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09/23/2020
Learning Non-Unique Segmentation with Reward-Penalty Dice Loss
Semantic segmentation is one of the key problems in the field of compute...
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06/07/2018
Dimensionality-Driven Learning with Noisy Labels
Datasets with significant proportions of noisy (incorrect) class labels ...
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01/08/2018
Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality
Deep Neural Networks (DNNs) have recently been shown to be vulnerable ag...
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06/30/2017
Providing Effective Real-time Feedback in Simulation-based Surgical Training
Virtual reality simulation is becoming popular as a training platform in...
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03/04/2017