Supplementary Material of Neighborhood Reconstructing Autoencoders 1 Experimental Details

Neural Information Processing Systems 

For Table 2, we use the large dataset. For Table 4 and 5, we use the small dataset. In this paper, we use fully connected neural network and convolutional neural network. For W AE, we use the MMD loss and median heuristic. For Figure 4, we use the networks of size (2-1024-1024-1) and (1-1024-1024-2) with ReLU activation functions for the encoder and decoder, respectively.