Walter Hugo Lopez Pinaya

2 papers · 2021–2022 · 1 conference · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

MIDL (2)

Top co-authors

M. Jorge Cardoso (2) Sébastien Ourselin (2) Parashkev Nachev (2) Petru-Daniel Tudosiu (2) Rolf Jager (1) Robert Gray (1) Mark S Graham (1) David Werring (1) Paul Wright (1) Yee H Mah (1)

Keywords

unsupervised learning (1) generative modeling (1) transformer architecture (1) image segmentation (1) anomaly detection (1) uncertainty quantification (1) variational autoencoder (1) out-of-distribution detection (1) anomaly segmentation (1) brain mri (1)

Papers

Transformer-based out-of-distribution detection for clinically safe segmentation MIDL 2022

Unsupervised Brain Anomaly Detection and Segmentation with Transformers MIDL 2021