Ultrasound Image Enhancement using CycleGAN and Perceptual Loss

1 code implementation • 18 Dec 2023 • Shreeram Athreya, Ashwath Radhachandran, Vedrana Ivezić, Vivek Sant, Corey W. Arnold, William Speier

These images are compared with paired images acquired from high resolution devices to demonstrate the model's ability to generate realistic high-quality images across organ systems.

Generative Adversarial Network Image Enhancement +1

Making Thermal Imaging More Equitable and Accurate: Resolving Solar Loading Biases

no code implementations • 18 Apr 2023 • Ellin Q. Zhao, Alexander Vilesov, Shreeram Athreya, Pradyumna Chari, Jeanette Merlos, Kendall Millett, Nia St. Cyr, Laleh Jalilian, Achuta Kadambi

Existing device manufacturers recommend that a subject who has been outdoors in sun re-acclimate to an indoor environment after a waiting period.

MIME: Minority Inclusion for Majority Group Enhancement of AI Performance

no code implementations • 1 Sep 2022 • Pradyumna Chari, Yunhao Ba, Shreeram Athreya, Achuta Kadambi

A common misconception is that minority inclusion does not increase performance for majority groups alone.