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个人简介
I am a Professor within IPAB in the School of Informatics at the University of Edinburgh, where I head the Machine Intelligence Research group; Principal Scientist at Samsung AI Research Centre, Cambridge; Turing Fellow of the Alan Turing Institute.
My research focuses on data-efficient and robust machine learning using techniques such as meta-learning and lifelong transfer-learning, in both probabilistic and deep learning contexts. I have looked at a variety application areas including computer vision, vision and language, reinforcement learning for robot control, finance and beyond.
My research focuses on data-efficient and robust machine learning using techniques such as meta-learning and lifelong transfer-learning, in both probabilistic and deep learning contexts. I have looked at a variety application areas including computer vision, vision and language, reinforcement learning for robot control, finance and beyond.
研究兴趣
论文共 306 篇作者统计合作学者相似作者
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IEEE Trans. Pattern Anal. Mach. Intell.no. 3 (2024): 1319-1326
Hmrishav Bandyopadhyay,Ayan Kumar Bhunia,Pinaki Nath Chowdhury,Aneeshan Sain, Tao Xiang,Timothy Hospedales,Yi-Zhe Song
CVPR 2024 (2024)
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IEEE Transactions on Pattern Analysis and Machine Intelligenceno. 3 (2024): 1319-1326
ICLR 2023 (2023)
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CVPR 2023 (2023): 23349-23358
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