Direct differentiable augmentation search
Data augmentation has been an indispensable tool to improve the performance of deep neural networks, however the augmentation can hardly transfer among different tasks and datasets. Consequently, a recent trend is to adopt AutoML technique to learn proper augmentation policy without extensive hand-c...
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| المؤلفون الرئيسيون: | , , , , |
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| التنسيق: | text |
| اللغة: | English |
| منشور في: |
Institutional Knowledge at Singapore Management University
2021
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| الموضوعات: | |
| الوصول للمادة أونلاين: | https://ink.library.smu.edu.sg/sis_research/6261 https://ink.library.smu.edu.sg/context/sis_research/article/7264/viewcontent/Direct_Differentiable_Augmentation_Search.pdf |
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| المؤسسة: | Singapore Management University |
| اللغة: | English |