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20182022
most citedDomain Adversarial Neural Networks for Domain Generalization: When It Works and How to Improve

14 citations · 33 across the 11 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

cs.CV2018

Conditional Recurrent Flow: Conditional Generation of Longitudinal Samples with Applications to Neuroimaging

Seong Jae Hwang, Zirui Tao, Won Hwa Kim +1

Generative models using neural network have opened a door to large-scale studies for various application domains, especially for studies that suffer from lack of real samples to ob…

cs.LG2018★ 1 cited

Sampling-free Uncertainty Estimation in Gated Recurrent Units with Exponential Families

Seong Jae Hwang, Ronak Mehta, Hyunwoo J. Kim +1

There has recently been a concerted effort to derive mechanisms in vision and machine learning systems to offer uncertainty estimates of the predictions they make. Clearly, there a…