Understanding deep learning (still) requires rethinking generalization
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DOI: 10.1145/3446776
Abstract: Despite their massive size, successful deep artificial neural networks can exhibit a remarkably small gap between training and test performance. Conventional wisdom attributes small generalization error either to properties of the model family or to… read more here.
Keywords: learning still; generalization; understanding deep; neural networks ... See more keywords
A deeper understanding of deep learning
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DOI: 10.1145/3530686
Abstract: Kernel methods clarify why neural networks generalize so well. read more here.
Keywords: deeper understanding; deep learning; understanding deep;
New Understanding of Deep Structures in Jiyang Depression
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DOI: 10.12677/ag.2024.144044
Abstract: With the acceleration of exploration and development, the deep layers of Jiyang Depression have gradually become an important replacement position for exploration and development. In response to the problems existing in the deep layers, combined… read more here.
Keywords: understanding deep; jiyang depression; new understanding; deep structures ... See more keywords
Understanding Deep Endometriosis: From Molecular to Neuropsychiatry Dimension
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DOI: 10.3390/ijms26020839
Abstract: Endometriosis is a widely spread disease that affects about 8% of the world’s female population. This condition may be described as a spread of endometrial tissue apart from the uterine cavity, but this process’s pathomechanism… read more here.
Keywords: understanding deep; deep endometriosis; molecular neuropsychiatry; endometriosis ... See more keywords
Understanding deep learning - challenges and prospects.
Sign Up to like & getrecommendations! Published in 2022 at "JPMA. The Journal of the Pakistan Medical Association"
DOI: 10.47391/jpma.aku-12
Abstract: The developments in Artificial Intelligence have been on the rise since its advent. The advancements in this field have been the innovative research area across a wide range of industries, making its incorporation in dentistry… read more here.
Keywords: deep learning; learning challenges; intelligence; understanding deep ... See more keywords