Karan Jain
Prev. MLE @ Amazon AGI | Computer Science + Machine Learning @ UMD
- Role
- Undergraduate Machine Learning Research Assistant at Umiacs
- Location
- College Park, MD, US
- LinkedIn followers
- 500 followers
About Karan Jain
Passionate and driven computer science student specializing in deep learning software…
Experience
Undergraduate Machine Learning Research Assistant
Sep 2022 — Present · College Park, MD, US
Developed a deep learning model to enhance the generation of synthetic data for autonomous vehicle training using diffusion networksHelped optimize GANs for semantic segmentation, expression recognition, and scene generation by introducing an asymmetric frameworkIntroduced a Diffusion model for a 60% increase in GPU memory efficiency by coupling invertible 3D U-Nets with invertible attention modules in PyTorchAdvised By Dr. Mohammad N. Teli
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