Improving Multi-Center Generalizability of GAN-Based Fat Suppression using Federated Learning

no code implementations • 10 Apr 2024 • Pranav Kulkarni, Adway Kanhere, Harshita Kukreja, Vivian Zhang, Paul H. Yi, Vishwa S. Parekh

Generative Adversarial Network (GAN)-based synthesis of fat suppressed (FS) MRIs from non-FS proton density sequences has the potential to accelerate acquisition of knee MRIs.

Federated Learning Generative Adversarial Network +1

BiasTestGPT: Using ChatGPT for Social Bias Testing of Language Models

no code implementations • 14 Feb 2023 • Rafal Kocielnik, Shrimai Prabhumoye, Vivian Zhang, Roy Jiang, R. Michael Alvarez, Anima Anandkumar

We thus enable seamless open-ended social bias testing of PLMs by domain experts through an automatic large-scale generation of diverse test sentences for any combination of social categories and attributes.

Sentence Text Generation