korrents

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Depth is not free: past a point, deeper neural networks are harder to train rather than simply better.

Drawn from what Jian Sun and Kaiming He said

What this subject means

neural networks The architecture almost all modern machine learning is built on, and what changes when it gets deeper.

S-curves and diminishing returns

What they actually said

  1. Jian Sun Computer vision researcher Deeper neural networks are more difficult to train. He, Zhang, Ren & Sun, "Deep Residual Learning for Image Recognition" (arXiv)arxiv.org · 10 Dec 2015All 8 korrents from this piece
    Deeper neural networks are more difficult to train.
  2. Kaiming He Associate professor at MIT and first author of the residual networks paper Deeper neural networks are more difficult to train. He, Zhang, Ren & Sun, "Deep Residual Learning for Image Recognition" (arXiv)arxiv.org · 10 Dec 2015All 8 korrents from this piece
    Deeper neural networks are more difficult to train.

Added to korrents 9 Sept 2026 · How quotes work · Something wrong? Tell us

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