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Procedural Core: A Compact Recurrent Initialization for Vision Transformers

Shinnick, Zachary et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Transformers are typically trained from random initialization, requiring all their capabilities to emerge from large-scale optimization. Recent work showed that a small amount of abstract procedurally generated data can help acquire generic inductive structure at low cost. However, this adds a pretr
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