23 citations · 50 across the 13 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.LG2018★ 23 cited
Text-to-Image-to-Text Translation using Cycle Consistent Adversarial Networks
Satya Krishna Gorti, Jeremy Ma
Text-to-Image translation has been an active area of research in the recent past. The ability for a network to learn the meaning of a sentence and generate an accurate image that d…
stat.ML2018★ 1 cited
ReGAN: RE[LAX|BAR|INFORCE] based Sequence Generation using GANs
Aparna Balagopalan, Satya Gorti, Mathieu Ravaut +1
Generative Adversarial Networks (GANs) have seen steep ascension to the peak of ML research zeitgeist in recent years. Mostly catalyzed by its success in the domain of image genera…
stat.ML2018★ 5 cited
Gradient descent revisited via an adaptive online learning rate
Mathieu Ravaut, Satya Gorti
Any gradient descent optimization requires to choose a learning rate. With deeper and deeper models, tuning that learning rate can easily become tedious and does not necessarily le…