Safa C. Medin — accepted AI-conference papers

2022

MOST-GAN: 3D Morphable StyleGAN for Disentangled Face Image Manipulation

Safa C. Medin, Bernhard Egger, Anoop Cherian, Ye Wang, Joshua B. Tenenbaum, Xiaoming Liu +1

AAAI 2022technical

Recent advances in generative adversarial networks (GANs) have led to remarkable achievements in face image synthesis. While methods that use style-based GANs can generate strikingly photorealistic face images, it is often difficult to control the characteristics of the generated faces in a meaningf…

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2018

Optimal Stopping Times for Estimating Bernoulli Parameters with Applications to Active Imaging

Safa C. Medin, John Murray-Bruce, Vivek K. Goyal

ICASSP 2018accepted

We address the problem of estimating the parameter of a Bernoulli process. This arises in many applications, including photon-efficient active imaging where each illumination period is regarded as a single Bernoulli trial. We introduce a framework within which to minimize the mean-squared error (MSE…

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