基本信息
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职业迁徙
个人简介
Ultimately, my research interest lies in Computer Vision, especially its intersection with Machine Learning.
For machine learning models such as a deep neural network, it is not uncommon to train separate models for each vision task ad-hoc. In contrast, the human brain is simultaneously able to perform a multitude of vision tasks. New categories can be learned seamlessly with the old ones, and knowledge from all sources helps to gain insight into one another. Constructing a learning algorithm that gradually grows its visual knowledge and adapts to new circumstances is an interesting research area, as well as a grand vision in AI agent design.
For machine learning models such as a deep neural network, it is not uncommon to train separate models for each vision task ad-hoc. In contrast, the human brain is simultaneously able to perform a multitude of vision tasks. New categories can be learned seamlessly with the old ones, and knowledge from all sources helps to gain insight into one another. Constructing a learning algorithm that gradually grows its visual knowledge and adapts to new circumstances is an interesting research area, as well as a grand vision in AI agent design.
研究兴趣
论文共 17 篇作者统计合作学者相似作者
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CVPR 2024 (2024)
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user-618b9067e554220b8f259598(2021)
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user-618b9067e554220b8f259598(2020)
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D-Core
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