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职业迁徙
个人简介
My research interests span the areas of signal processing and machine learning. More specifically, the overarching goal of my research endeavors is to devise efficient and reliable algorithms for analyzing high-dimensional and large-scale datasets. These datasets could be generated by medical imaging modalities, satellite cameras, remote sensing sensors, internet applications, etc. My work is interdisciplinary and touches upon topics at the intersection of convex/nonconvex optimization theory and Bayesian representation learning, high-dimensional probability theory, image processing, computer vision, etc. My latest research interests are in the areas of adversarial learning and inverse problems using deep generative models.
研究兴趣
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CoRR (2023): 27585-27610
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2023 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS, ICCVW (2023): 3376-3384
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