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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...
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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...
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01/20/2020
Recovering Geometric Information with Learned Texture Perturbations
Regularization is used to avoid overfitting when training a neural netwo...
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10/21/2019
Coercing Machine Learning to Output Physically Accurate Results
Many machine/deep learning artificial neural networks are trained to sim...
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02/24/2019
3D Guided Fine-Grained Face Manipulation
We present a method for fine-grained face manipulation. Given a face ima...
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12/03/2018