In this task, you are given a paper review. Based on the review, your job is to identify language and generate "en" if the review is in English or generate "es" if the review is in Spanish. Note that URLs in the text have been replaced with [Link].
Q: Summary of the paper The paper studies the invertiblity of convolutional neural network in the random model. A reconstruction algorithm similar to IHT is proposed for layer-wise inversion of the network. Clarity: - The paper is confusing wrt to standard notations in deep learning. Comments: The paper makes two simplifications in the analysis of a CNN, that makes it map to a model based compressive sensing framework: 1- The non linearity (RELU) is dropped. This is a big simplification, for random gaussian weights for instance we know by JL that we can preserve L_2 distance, when RELU is applied the metric changes (see for instance the kernel for n=1 in
A:
en