文件名称：Generating Sequences With Recurrent Neural Networks（英文原版）
文件大小：3.34MB
文件格式：PDF
更新时间：2021-07-24 09:41:22
seq2seq Generative Neural Netwo 深度学习
一篇较好的描述seq2seq模式的英文资料。This paper shows how Long Short-term Memory recurrent neural net- works can be used to generate complex sequences with long-range struc- ture, simply by predicting one data point at a time. The approach is demonstrated for text (where the data are discrete) and online handwrit- ing (where the data are real-valued). It is then extended to handwriting synthesis by allowing the network to condition its predictions on a text sequence. The resulting system is able to generate highly realistic cursive handwriting in a wide variety of styles.