Review for NeurIPS paper: Depth Uncertainty in Neural Networks
–Neural Information Processing Systems
Weaknesses: My main concern is mainly about the experiments section. It is great to see the demonstration of the method on ResNet-50. But I couldn't find the comparison of test accuracy through the paper. There is only log-likelihood included in the appendix. I would expect a comparison on test accuracy among DUN, MC-dropout, deep ensembles, deep ensembles with different depths.
Neural Information Processing Systems
Jan-25-2025, 23:37:54 GMT
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