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Towards Lightweight Neural Animation : Exploration of Neural Network Pruning in Mixture of Experts-based Animation Models. (arXiv:2201.04042v1 [cs.CV])
cs.CV updates on arXiv.org arxiv.org
In the past few years, neural character animation has emerged and offered an
automatic method for animating virtual characters. Their motion is synthesized
by a neural network. Controlling this movement in real time with a user-defined
control signal is also an important task in video games for example. Solutions
based on fully-connected layers (MLPs) and Mixture-of-Experts (MoE) have given
impressive results in generating and controlling various movements with
close-range interactions between the environment and the virtual character.
However, a major …
animation arxiv cv exploration mixture of experts network neural network