Wow! I didn’t know it! It is really good; impressive work. I have just adapted the SLOGAN loss to my net (for language generation) and now I can train it with 2 RNNs. It seems to be stabilizing, though it gets into a hard mode collapse. Lets wait a bit still…  Thanks!!!