Mixture Density Networks 固定Basis函数的限制 处理分类问题的线性模型为 y(x,w)=f(∑j=1Mwjϕj(x)+w0)其中f(⋅) 为非线性激活函数。对于处理回归问题的线性模型来说, f(⋅) 是一个恒等映射。在线性模型中, {ϕi(x)} 是任选的非线性函数集合,并且我们希望这个非线性函数集合越大越好,越丰富越好...
Mixture Density Network for Phone-Level Prosody Modelling in Speech Synthesis 该文章是上海交通大学在2021.02.01更新的文章,主要优化声学模型韵律,使语音更加自然,具体的文章链接 https://arxiv.org/pdf/2102.00851.pdfarxiv.org/pdf/2102.00851.pdf 1 背景 为了使语音合成系统合成更加自然的语音,很多人研究...
为了解决这个问题,得到更加“纯净”的数据,之前的工作提出了attentional models,动态的凸显出图像或者视频中的显著部分。本文提出了RECURRENT MIXTURE DENSITY NETWORK ,动态的凸显出视频中应该注意到的部分,并且改进视频中的human action recognition。 visual attention model: 文中使用mixture of Gaussians,可以表示出每个...
In this paper, the use of MDNs (Mixture Density Networks) is proposed for deciding rating curves. This method is beneficial especially when a single curve is developed when the relation between stage and discharge exhibits hysteresis. The computational analyses performed for the Han River and Mokky...
mixture-density-network 例句 释义: 全部 更多例句筛选 1. Mixture density network based sea surface wind field retrieval from NSCAT scatterometer data 基于混合密度网络的NSCAT散射计海面风场反演 www.ilib.cn© 2024 Microsoft 隐私声明和 Cookie 法律声明 广告 帮助 反馈...
在自我视角(egocentric viewpoint)下,该任务最主要的难点源于手部的自遮挡。Hierarchical Mixture Density Network 这一工作提出了一种基于概率模型的方法来构造多值映射(multi-valued mapping),以建模被遮挡关节点在位置上的不确定性。 【博客文章全文的PDF版本见文末附件,下面正文的内容是从PDF页面直接导出的图像】...
Network (CNN) based on deep learning approaches and a trajectory prediction model based on Long Short-Term Memory (LSTM) and Mixture Density Networks (... H Li,SG Ali,J Zhang,... - 《Fractals-complex Geometry Patterns & Scaling in Nature & Society》 被引量: 0发表: 2022年 Safe reinforce...
Next, we estimate parameters of a mixture density distribu- tion at any continuous 2D location via a multi-layer percep- tron head, taking the bilinearly interpolated feature vector as input (middle). From this, we obtain a disparity as well as uncertainty map (right). We now explain our...
To overcome the defects of the slow time-varying system,a mixed neural network of parameters self-setting control strategy is proposed. 针对工业慢时变系统非线性、调节时间长、参数难以用常规PID控制方法整定等的特点,提出了一种混合神经网络参数自整定复合控制方案。 更多例句>> 5...
feasible hypotheses of the 3D pose from 2D this http URL contrast to existing deep learning approaches which minimize a mean square error based on an unimodal Gaussian distribution, our method is able to generate multiple feasible hypotheses of 3D pose based on a multimodal mixture density networks...