Deep Learning Advancements: 5 Advancements to Keep Your Eye on 2021

There are obviously many more deep learning advancements that are fascinating and exciting. There is no doubt 2021 will bring many more advancements.

2021 is here, and deep learning is as active as ever; research in the field is speeding up exponentially. There are obviously many more deep learning advancements that are fascinating and exciting. To me, though, the five presented demonstrate a central undercurrent in ongoing deep learning research: how necessary is the largeness of deep learning models?

1. GrowNet
2. TabNet
3. EfficientNet
4. The Lottery Ticket Hypothesis
5. The Top-Performing Model With Zero Training

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What is the difference between machine learning and artificial intelligence and deep learning? Supervised learning is best for classification and regressions Machine Learning models. You can read more about them in this article.

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What is the difference between AI ML and DL. What is ANI vs AGI. When will general artificial intelligence be a reality? What can narrow artificial intelligence do today that is better than human intelligence?