Jeremiah Liu comments

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                                            Jeremiah Liu

JAX SpectralNormalization shape error with vanilla nn.Dense layer

Thanks! Tagging author of JAX SpectralNormalization @fehiepsi

Questions about prediction of SGNP

Hi Jianxiang, Thanks for getting in touch! Sorry for the confusion about the mismatch between the paper and this implementation. Yes we made two changes for computational feasibility / performance...

Reproducing OOD scores for CIFAR-10 vs SVHN

Hi Christoph! So sorry for the late reply. Just want to make sure, did you treat OOD as positive label or negative label? (asking since AUPR is sensitive to label...

SNGP for additional layers: Con1D, GRU or LSTM

Hi! I believe the spectral normalization wrapper needs to be modified to work properly with Conv1D layer. It should not be too difficult to do (e.g, by modifying the implementation...

SNGP for additional layers: Con1D, GRU or LSTM

Hi! I believe the basic calculation should be the same (although I haven’t implemented it myself). To make it work for GRU layer, you probably need to subclass the official...

SNGP for additional layers: Con1D, GRU or LSTM

Hi! In general, I think the spectral normalization are mostly intended to be applied to the hidden layers (not the input layer or the output layer). In the context of...