Real-Time Neural Cloth Deformation Using a Compact Latent Space and a Latent Vector Predictor

Keyphrases

• Latent Space 100%
• Cloth Deformation 100%
• Blendshapes 100%
• Graph Neural Network 66%
• Latent Vector 66%
• Training Process 33%
• Decoder 33%
• Neural Network 33%
• Computation Overhead 33%
• Computational Efficiency 33%
• Learning Methods 33%
• Game Engine 33%
• Inference Time 33%
• Trainable 33%
• Time Use 33%
• Interactive Applications 33%
• Cloth 33%
• Two-stage Training 33%
• Cloth Simulation 33%
• Vertex Feature 33%
• Mesh Convolution 33%
• Convolution Network 33%
• Garment Deformation 33%

Computer Science

• Graph Neural Network 100%
• Training Process 50%
• Neural Network 50%
• Computational Efficiency 50%
• Speed-up 50%
• Interactive Application 50%
• Cloth Simulation 50%
• Convolution 50%

Engineering

• Computational Efficiency 100%