You should be able to have autograd calculate the jacobian for you in torch or tensorflow. Another thing I’ve done is a Monte Carlo version (sample near the encoding of a data point, propagate through decoder, inspect changes to output). Perhaps it would be useful to use tSNE to view the embeddings in 2D…
agent229 t1_iur2oqk wrote
Reply to [D] About the evaluation of the features extracted by an Autoencoder by Dear-Vehicle-3215
You should be able to have autograd calculate the jacobian for you in torch or tensorflow. Another thing I’ve done is a Monte Carlo version (sample near the encoding of a data point, propagate through decoder, inspect changes to output). Perhaps it would be useful to use tSNE to view the embeddings in 2D…