10 citations · 15 across the 4 of their papers we have counts for
4 papers
Controllable One-Shot Face Video Synthesis With Semantic Aware Prior
Kangning Liu, Yu-Chuan Su, Wei +3
The one-shot talking-head synthesis task aims to animate a source image to another pose and expression, which is dictated by a driving frame. Recent methods rely on warping the app…
One-Shot Generation of Near-Optimal Topology through Theory-Driven Machine Learning
Ruijin Cang, Hope Yao, Yi Ren
We introduce a theory-driven mechanism for learning a neural network model that performs generative topology design in one shot given a problem setting, circumventing the conventio…
Improving Direct Physical Properties Prediction of Heterogeneous Materials from Imaging Data via Convolutional Neural Network and a Morphology-Aware Generative Model
Ruijin Cang, Hechao Li, Hope Yao +2
Direct prediction of material properties from microstructures through statistical models has shown to be a potential approach to accelerating computational material design with lar…
Microstructure Representation and Reconstruction of Heterogeneous Materials via Deep Belief Network for Computational Material Design
Ruijin Cang, Yaopengxiao Xu, Shaohua Chen +3
Integrated Computational Materials Engineering (ICME) aims to accelerate optimal design of complex material systems by integrating material science and design automation. For tract…