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20132023
most citedMultiple Document Datasets Pre-training Improves Text Line Detection With Deep Neural Networks

44 citations · 133 across the 13 of their papers we have counts for

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cs.LG2013★ 1 cited

Curriculum Learning for Handwritten Text Line Recognition

Jérôme Louradour, Christopher Kermorvant

Recurrent Neural Networks (RNN) have recently achieved the best performance in off-line Handwriting Text Recognition. At the same time, learning RNN by gradient descent leads to sl…

cs.CV2013

Dropout improves Recurrent Neural Networks for Handwriting Recognition

Vu Pham, Théodore Bluche, Christopher Kermorvant +1

Recurrent neural networks (RNNs) with Long Short-Term memory cells currently hold the best known results in unconstrained handwriting recognition. We show that their performance ca…