autoencoders相关论文
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......
Robust and Efficient Data Transmission over Noisy Communication Channels Using Stacked and Denoising
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......
