Publications

Algorithm and Hardware Co-Design for Efficient Complex-Valued Uncertainty Estimation

Advancing AI-assisted Hardware Design with Hierarchical Decentralized Training and Personalized Inference-Time Optimization

Accelerating MRI Uncertainty Estimation with Mask-Based Bayesian Neural Network

Hardware-Aware Neural Dropout Search for Reliable Uncertainty Prediction on FPGA

Acceleration of T2* mapping on an MR Linac using a self-supervised convolutional neural network

Fast Uncertainty Estimation of IVIM Parameters using Bayesian Neural Networks