We study a class of deep neural networks with architectures that form a directed acyclic graph(DAG).For backpropagation ......

随着移动设备的广泛应用,当今的位置跟踪系统不断产生大量的轨迹数据.同时,许多应用亟需具备从移动物体的轨迹数据中挖掘出一起旅......

We study the effects of quantization and additive white Gaussian noise(AWGN) in transmitting latent representations of i......

语气作为一种重要情感表达信息,对说话人内容的表达起着重要作用。目前语音合成系统缺乏对语气的良好支持,合成语音也表现出乏味、......

在实际应用场景中越来越多的数据具有多标签的特性，且特征维度较高，包含大量冗余信息．为提高多标签数据挖掘的效率，多标签特征提取已经......

Generative Models have been shown to be extremely useful in learning features from unlabeled data. In particular, variat......