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cs.LG2022
Learning the joint distribution of two sequences using little or no paired data
Soroosh Mariooryad, Matt Shannon, Siyuan Ma +5
We present a noisy channel generative model of two sequences, for example text and speech, which enables uncovering the association between the two modalities when limited paired d…
cs.LG2020
Non-saturating GAN training as divergence minimization
Matt Shannon, Ben Poole, Soroosh Mariooryad +5
Non-saturating generative adversarial network (GAN) training is widely used and has continued to obtain groundbreaking results. However so far this approach has lacked strong theor…