schedules for the thresholding and you find out the exponential scale it's better for language but linear scale works better for images that's that's something very empirical diversity constrains how did how do you control the diversity constraints for making sure that you have effective data augmentation they use a lot of hacks like minimizing the entropy and your decoding using the softmax temperature controlling and confidence based masking for your image image net case where they found the outer distribution dataset