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Multiscale Deep Equilibrium Models #90

Open AkiraTOSEI opened 3 years ago

AkiraTOSEI commented 3 years ago

TL;DR

Segmentation, ImageNetで高精度を達成できる They propose an MDEQ that extends DEQ, which can be trained at practically infinite depths, to image-based tasks. By using equilibrium states at multiple resolutions, one model can support multiple tasks. The actual depth is only one ResBlock. And high Accuracy can be achievedthed on segmentation, ImageNet.

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Paper URL

https://arxiv.org/abs/2006.08656

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