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10/08/2021
Active Learning of Neural Collision Handler for Complex 3D Mesh Deformations
We present a robust learning algorithm to detect and handle collisions i...
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12/04/2020
Multiscale Mesh Deformation Component Analysis with Attention-based Autoencoders
Deformation component analysis is a fundamental problem in geometry proc...
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11/06/2020
LCollision: Fast Generation of Collision-Free Human Poses using Learned Non-Penetration Constraints
We present LCollision, a learning-based method that synthesizes collisio...
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10/04/2019
DeepMNavigate: Deep Reinforced Multi-Robot Navigation Unifying Local Global Collision Avoidance
We present a novel algorithm (DeepMNavigate) for global multi-agent navi...
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09/26/2019
Realtime Simulation of Thin-Shell Deformable Materials using CNN-Based Mesh Embedding
We address the problem of accelerating thin-shell deformable object simu...
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09/13/2017
Variational Autoencoders for Deforming 3D Mesh Models
3D geometric contents are becoming increasingly popular. In this paper, ...
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09/13/2017