in between training examples mix-up also reduces the memorization of corrupt labels increases the robustness of adversarial example mix match uses mix-up with a slight modification as the final step of its algorithm yes okay brilliant so uh thank you sapna for um giving a brief introduction about the paper before i get into the algorithm i wanted to just stop for a bit and ask if there are any questions anybody has so far okay i guess not so i start from um talking about more on the algorithm bits where if you see this is an image taken