Does 'autoencoder' work?

[Research_ZZ]

two sample problems :

1. python - LSTM autoencoder always returns the average of the input sequence - Stack Overflow

2. this auto encoder loss is not decreasing, but can restore images.
   Convolution Autoencoder - Pytorch | Kaggle