This was first proposed by Miceli Barone (2016) , who initially used an adversarial network similar to <cite>Conneau et al. (2018)</cite> , and found that the mapper (which is also the encoder) translates everything to a single embedding, known commonly as the mode collapse issue (Goodfellow, 2017) .