Show, Attend and Tell: Neural Image CaptionGeneration …

Proceedings of the 32nd International Conference on Machine Learning, Lille, France, 2015. JMLR: W&CP volume 37. Copy-right 2015 by the author(s). Figure 1. Our model learns a words/image alignment. The visual-ized attentional maps (3) are explained in Sections3.1&5.4 ! …

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Connectionist Temporal Classification: Labelling ...

Connectionist Temporal Classification: Labelling Unsegmented Sequence Data with Recurrent Neural Networks Alex Graves1 alex@idsia.ch Santiago Fern´andez1 santiago@idsia.ch Faustino Gomez1 tino@idsia.ch Jurgen¨ Schmidhuber1,2 juergen@idsia.ch 1 Istituto Dalle Molle di Studi sull’Intelligenza Artificiale (IDSIA), Galleria 2, 6928 Manno-Lugano, Switzerland

An Empirical Exploration of Recurrent Network Architectures

Proceedings of the 32nd International Conference on Machine Learning, Lille, France, 2015. JMLR: W&CP volume 37. Copy-right 2015 by the author(s). train due to the exploding and the vanishing gradient prob-lems (Hochreiter,1991;Bengio et al.,1994). There have been a number of attempts to address the diffi-culty of training RNNs.

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