Hunter Explains Malinowski Photo Mixup
نویسندگان
چکیده
منابع مشابه
Image Hunter at ImageCLEF 2012 Personal Photo Retrieval Task
This paper presents the participation of the Pattern Recognition and Application Group (PRA Group) and the Ambient Intelligence (AmILAB) in the ImageCLEF 2012 Personal Photo Retrieval Pilot Task. This is a pilot task that aims to provide a test bed for QBE-based retrieval scenarios in the scope of personal information retrieval based on a collection of 5,555 personal images plus rich meta-data....
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Large deep neural networks are powerful, but exhibit undesirable behaviors such as memorization and sensitivity to adversarial examples. In this work, we propose mixup, a simple learning principle to alleviate these issues. In essence, mixup trains a neural network on convex combinations of pairs of examples and their labels. By doing so, mixup regularizes the neural network to favor simple lin...
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ژورنال
عنوان ژورنال: Anthropology News
سال: 1976
ISSN: 1541-6151,1556-3502
DOI: 10.1111/an.1976.17.7.2.2