Thomas M. Breuel — accepted AI-conference papers

2015

Long short term memory neural network for keyboard gesture decoding

Ouais Alsharif, Tom Ouyang, Françoise Beaufays, Shumin Zhai, Thomas M. Breuel, Johan Schalkwyk

ICASSP 2015accepted

Gesture typing is an efficient input method for phones and tablets using continuous traces created by a pointed object (e.g., finger or stylus). Translating such continuous gestures into textual input is a challenging task as gesture inputs exhibit many features found in speech and handwriting such…

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2015

Scene Labeling With LSTM Recurrent Neural Networks

Wonmin Byeon, Thomas M. Breuel, Federico Raue, Marcus Liwicki

CVPR 2015poster

This paper addresses the problem of pixel-level segmentation and classification of scene images with an entirely learning-based approach using Long Short Term Memory (LSTM) recurrent neural networks, which are commonly used for sequence classification. We investigate two-dimensional (2D) LSTM networ…

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