Publications

Sequential Posterior Sampling with Diffusion Models

Nolan, Oisín, Stevens, Tristan S.W., et al. (2024), Preprint

Active Diffusion Subsampling

Nolan, Oisín, Stevens, Tristan S.W., et al. (2024), Preprint

Dehazing Ultrasound using Diffusion Models

Stevens, Tristan S.W., et al. (2023), Dehazing Ultrasound using Diffusion Models, IEEE Transactions on Medical Imaging

Removing Structured Noise with Diffusion Models

Stevens, Tristan S.W., et al. (2022), Preprint

A Hybrid Deep Learning Pipeline for Improved Ultrasound Localization Microscopy

Stevens, Tristan S.W., et al. (2022), International Ultrasonics Symposium (IUS)

Accelerated Intravascular Ultrasound Imaging using Deep Reinforcement Learning

Stevens, Tristan S.W., et al. (2022), IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Deep Proximal Unfolding For Image Recovery from Under-Sampled Channel Data in Intravascular Ultrasound

Chennakeshava, Nish, et al. (2022), IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Automated Gain Control Through Deep Reinforcement Learning for Downstream Radar Object Detection

Stevens, Tristan S.W., et al. (2021), IEEE 29th European Signal Processing Conference (EUSIPCO)