Deep Learning

Differential Privacy/Pseudonymization in Federated Learning for Medical Data featured image

Privacy-Preserving ML

Differential Privacy/Pseudonymization in Federated Learning for Medical Data

Implementing differential privacy and pseudonymization in TensorFlow Federated to protect patient data while maintaining model performance

Mar 1, 2024 • 1 min read

Dataset Synthesis for Computer Vision with NVIDIA featured image

Computer Vision

Dataset Synthesis for Computer Vision with NVIDIA

Developed synthetic datasets using Blender/nvisii to improve LoFTR model accuracy by 12% and robustness by 10%

Jul 1, 2023 • 1 min read