S. Yu is interested not only in understanding visual perception from multiple perspectives, but also in using computer vision and machine learning to automate and exceed human expertise in practical applications. Her group is currently actively pursuing complex-valued deep learning, sound-vision integration, and actionable mid-level representation learning from non-curated data with minimal human annotations.

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