Oceania
ProbablyApproximatelyCorrectConstrainedLearning
Neural Information Processing Systems
As these systems become ubiquitous, so does the need tocurtail their behavior.
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972cda1e62b72640cb7ac702714a115f-Paper.pdf
Neural Information Processing Systems
Invariant Risk Minimization (IRM) is a recently proposed framework for outof-distribution (o.o.d) generalization.
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StochasticNormalization
Neural Information Processing Systems
Withthetwo-branch architecture, itnaturally incorporates pre-trained moving statistics in BN layers during fine-tuning, exploiting more priorknowledge ofpre-trained networks.
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Getting ViT in Shape: Scaling Laws for Compute-Optimal Model Design
Neural Information Processing Systems
However, the simple power-law relation becomes more complicated when compute is considered.
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