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2026-03-02 12:40:45
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CVPR'22 Tutorial on Human-Centered AI for Computer Vision CVPR 2022 Tutorial on Human-Centered AI for Computer Vision Great Hall A, Afternoon Session, June 20, 2022 Tutorial Lecturers Bolei Zhou UCLA Olga Russakovsky Princeton Ruth Fong Princeton Judy Hoffman Georgia Tech Overview Deep learning models such as ConvNet and transformers have made huge progress in many computer vision applications, from image recognition, image generation, toself-driving vehicles. Through this progress, researchers and developers mainly focus on building AI models to improve the accuracy and evaluation numbers on various benchmarks. As the data-driven models are going deeper in search of better recognition accuracy, it becomes even more difficult for humans to examine the model behaviors. Human-centered AI (HCAI) represents a fresh way of thinking. HCAI puts the human users at the center of AI model design, emphasizing the meaningful interactions and mutual understandings between hum...
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