14 citations · 15 across the 2 of their papers we have counts for
3 papers
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…
cs.LG2011★ 14 cited
Classification of Sets using Restricted Boltzmann Machines
Jérôme Louradour, Hugo Larochelle
We consider the problem of classification when inputs correspond to sets of vectors. This setting occurs in many problems such as the classification of pieces of mail containing se…