Machine Learning for Computer Graphics An brief introduction. By Dr. Zhang Hongxin State Key Lab of CAD&CG, ZJU . Outline. Background What is Machine Learning? Is it really useful for computer graphics? Our plan. The largest challenge of Today’s CG&A.
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By Dr. Zhang Hongxin
State Key Lab of CAD&CG, ZJU
Statistics and Bayesian methods
Control and information
Different than standard CS: want to implement unknown function, only have access to sample input-output pairs (training examples)
Learning scenarios differ according to the available information in training examples