Automated Gain Control Through Deep Reinforcement Learning for Downstream Radar Object Detection. - Tristan S. W. Stevens; R. Firat Tigrek; Eric S. Tammam; Ruud J. G. van Sloun (EUSIPCO, 2021)

Deep Proximal Unfolding For Image Recovery from Under-Sampled Channel Data in Intravascular Ultrasound. - Nishith Chennakeshava; Tristan S. W. Stevens; Frederik J. de Bruijn; Andrew Hancock; Martin Pekar; Yonina C. Eldar; Massimo Mischi; Ruud J. G. van Sloun (ICASSP, 2022)

Accelerated Intravascular Ultrasound Imaging using Deep Reinforcement Learning. - Tristan S. W. Stevens; Nishith Chennakeshava; Frederik J. de Bruijn; Martin Pekar; Ruud J. G. van Sloun (ICASSP, 2022)

Removing Structured Noise with Diffusion Models. - Tristan S. W. Stevens; Jean-Luc Robert; Faik C. Meral; Jason Yu; Jun Seob Shin; Ruud J. G. van Sloun (CoRR, 2023)

ULTRA-SR Challenge: Assessment of Ultrasound Localization and TRacking Algorithms for Super-Resolution Imaging. - Marcelo Lerendegui; Kai Riemer; Georgios Papageorgiou 001; Bingxue Wang; Lachlan Arthur; Arthur Chavignon; Tao Zhang; Olivier Couture; Pingtong Huang; Md Ashikuzzaman; Stefanie Dencks; Christopher Dunsby; et al. (IEEE Trans. Medical Imaging, 2024)

Dehazing Ultrasound Using Diffusion Models. - Tristan S. W. Stevens; Faik C. Meral; Jason Yu; Iason Zacharias Apostolakis; Jean-Luc Robert; Ruud J. G. van Sloun (IEEE Trans. Medical Imaging, 2024)

Sequential Posterior Sampling with Diffusion Models. - Tristan S. W. Stevens; Oisín Nolan; Jean-Luc Robert; Ruud J. G. van Sloun (ICASSP, 2025)

Active Diffusion Subsampling. - Oisín Nolan; Tristan S. W. Stevens; Wessel L. van Nierop; Ruud van Sloun (Trans. Mach. Learn. Res., 2025)

Removing Structured Noise using Diffusion Models. - Tristan S. W. Stevens; Hans Van Gorp; Faik C. Meral; Jun Seob Shin; Jason Yu; Jean-Luc Robert; Ruud van Sloun (Trans. Mach. Learn. Res., 2025)

High Volume Rate 3D Ultrasound Reconstruction with Diffusion Models. - Tristan S. W. Stevens; Oisín Nolan; Oudom Somphone; Jean-Luc Robert; Ruud J. G. van Sloun (CoRR, 2025)