Cross-entropy loss is empirically load-bearing for the K-way energy probe outperforming softmax margins in predictive coding on CIFAR-10, with roughly two-thirds of the gap due to logit scale.
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Cross-Entropy Is Load-Bearing: A Pre-Registered Scope Test of the K-Way Energy Probe on Bidirectional Predictive Coding
Cross-entropy loss is empirically load-bearing for the K-way energy probe outperforming softmax margins in predictive coding on CIFAR-10, with roughly two-thirds of the gap due to logit scale.