Revisiting ResNets: Improved Training and Scaling Strategies — mentioned by polyrand

Wed, 17 Mar 2021 14:27:57 GMT

The main challenge with medical data is still the access and ownership. ViT transformers looked good, but only when training on huge amounts of data. Another problem is the distribution of the data, having good results with an internal dataset of a hospital does no guarantee getting the same results with another hospital's dataset. I didn't know about the HATNet mentioned in the article, but it looks an interesting paper to read. There's a recent article[0] showing that a good training strategy with a ResNet can be better than novel architectures. From my experience, a ResNet-34 / ResNet-50…

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Revisiting ResNets: Improved Training and Scaling Strategies · HackerPapers discussions

Revisiting ResNets: Improved Training and Scaling Strategies — mentioned by polyrand