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Differentiable Graphics With TensorFlow
Artificial Intelligence/Machine Learning
Gaming & Interactive
Research & Education
DescriptionWe present the TensorFlow Graphics library, containing a set of graphics-inspired differentiable components that allow us to build structured neural networks to solve various two- and three-dimensional graphics and vision problems. We augment the talks with real-time demos.
Prerequisites Some familiarity with deep learning, neural networks, and graphics pipelines would be beneficial.
Intended Audience Graphics and vision researchers, practitioners, and undergraduate/graduate students with some exposure to graphics and neural networks.