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10/04/2019
SELF: Learning to Filter Noisy Labels with Self-Ensembling
Deep neural networks (DNNs) have been shown to over-fit a dataset when b...
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09/28/2019
DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision
Deep neural network (DNN) based salient object detection in images based...
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06/01/2019
Robust Learning Under Label Noise With Iterative Noise-Filtering
We consider the problem of training a model under the presence of label ...
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10/31/2018
Anomaly DetectionWith Multiple-Hypotheses Predictions
In one-class-learning tasks, only the normal case (foreground) can be mo...
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10/31/2018