281 citations · 819 across the 24 of their papers we have counts for
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stat.ML2017★ 150 cited
Robust Loss Functions under Label Noise for Deep Neural Networks
Aritra Ghosh, Himanshu Kumar, P. S. Sastry
In many applications of classifier learning, training data suffers from label noise. Deep networks are learned using huge training data where the problem of noisy labels is particu…
cs.CV2017★ 1 cited
Transfer Learning in CNNs Using Filter-Trees
Suresh Kirthi Kumaraswamy, PS Sastry, KR Ramakrishnan
Convolutional Neural Networks (CNNs) are very effective for many pattern recognition tasks. However, training deep CNNs needs extensive computation and large training data. In this…