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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| Main Authors: | , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2021
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| Subjects: | |
| Online Access: | 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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| Institution: | Singapore Management University |
| Language: | English |