research
∙
06/21/2023
Addressing Discontinuous Root-Finding for Subsequent Differentiability in Machine Learning, Inverse Problems, and Control
There are many physical processes that have inherent discontinuities in ...
share
research
∙
05/05/2023
Software-based Automatic Differentiation is Flawed
Various software efforts embrace the idea that object oriented programmi...
research
∙
01/25/2022
Analytically Integratable Zero-restlength Springs for Capturing Dynamic Modes unrepresented by Quasistatic Neural Networks
We present a novel paradigm for modeling certain types of dynamic simula...
research
∙
01/17/2022
A Robust Grid-Based Meshing Algorithm for Embedding Self-Intersecting Surfaces
The creation of a volumetric mesh representing the interior of an input ...
research
∙
06/08/2020
Skinning a Parameterization of Three-Dimensional Space for Neural Network Cloth
We present a novel learning framework for cloth deformation by embedding...
research
∙
01/20/2020
Recovering Geometric Information with Learned Texture Perturbations
Regularization is used to avoid overfitting when training a neural netwo...
research
∙
10/21/2019
Coercing Machine Learning to Output Physically Accurate Results
Many machine/deep learning artificial neural networks are trained to sim...
research
∙
03/01/2019
Local Geometric Indexing of High Resolution Data for Facial Reconstruction from Sparse Markers
When considering sparse motion capture marker data, one typically strugg...
research
∙
02/02/2019
A Robust Volume Conserving Method for Character-Water Interaction
We propose a novel volume conserving framework for character-water inter...
research
∙
12/20/2018
Three Dimensional Reconstruction of Botanical Trees with Simulatable Geometry
We tackle the challenging problem of creating full and accurate three di...
research
∙
12/07/2018
Deep Energies for Estimating Three-Dimensional Facial Pose and Expression
While much progress has been made in capturing high-quality facial perfo...
research
∙
12/07/2018
Improved Search Strategies for Determining Facial Expression
It is well known that popular optimization techniques can lead to overfi...
research
∙
12/06/2018
High-Quality Face Capture Using Anatomical Muscles
Muscle-based systems have the potential to provide both anatomical accur...
research
∙
12/03/2018