首页>
外国专利>
TRANSFORMING SOURCE DISTRIBUTION TO TARGET DISTRIBUTION USING SOBOLEV DESCENT
TRANSFORMING SOURCE DISTRIBUTION TO TARGET DISTRIBUTION USING SOBOLEV DESCENT
展开▼
机译:使用Sobolev下降法将源分布转换为目标分布
展开▼
页面导航
摘要
著录项
相似文献
摘要
Systems, computer-implemented methods, and computer program products for transforming a source distribution to a target distribution. A system can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can comprise a sampling component that receives a source distribution having a source sample and a target distribution having a target sample. The computer executable components can further comprise an optimizer component that employs a neural network to find a critic that dynamically discriminates between the source sample and the target sample, while constraining a gradient of the neural network. The computer executable components can further comprise a morphing component that generates a first product distribution by morphing the source distribution along the gradient of the neural network to the target distribution.
展开▼