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Human - AI Interaction
Developing and evaluating tools and systems to democratize AI and provide human-centered experiences.
AIive: Interactive Visualization and Sonification of Neural Networks in Virtual Reality
Zhuoyue Lyu, Jiannan Li, Bryan Wang | Demo Track, The 4th IEEE International Conference on Artificial Intelligence and Virtual Reality (IEEE AIVR 2021)
Artificial Intelligence (AI), especially Neural Networks (NNs), has become increasingly popular. However, people usually treat AI as a tool, focusing on improving outcome, accuracy, and performance while paying less attention to the representation of AI itself. We present AIive, an interactive visualization of AI in Virtual Reality (VR) that brings AI "alive". AIive enables users to manipulate the parameters of NNs with virtual hands and provides auditory feedback for the real-time values of loss, accuracy, and hyperparameters. Thus, AIive contributes an artistic and intuitive way to represent AI by integrating visualization, sonification, and direct manipulation in VR, potentially targeting a wide range of audiences.
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