2016-02-05から1日間の記事一覧

DRAW: A Recurrent Neural Network For Image Generation

1 Introduction We draw pictures not at once, but in a sequencial, iterative fashion.This work proposes an architecture to create a scene in a time series, and refine the sketches successively. The core of DRAW is a pair of recurrrent neura…

Show, Attend, and Tell: Neural Image Caption Generation with visual Attention

各种带隐藏变量的机器学习模型学会了吗? 神经网络,RBM,各种概率图 EM算法,变分推演,平均场等等套隐藏变量的求解方法 以上算法背后的凸优化方法 推公式 1 Introduction In the past, to solve image caption task, one always extracts features from im…