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Huh et al.'s conjecture on depth and effective-rank embeddings
Let the final-layer embeddings of a deep network be represented by their Gram matrix, and measure its complexity by effective rank. Huh et al. observe that this Gram matrix has low…
Conjectureopendeep-learning low-rank-methods representation-learningarXiv posted 2 days ago

Huh et al.'s conjecture on depth and effective-rank embeddings