Oula Puonti

4 papers · 2024–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer

Conferences

ECCV (1) ICCV (1) ICLR (1) MICCAI (1)

Top co-authors

Peirong Liu (3) Xiaoling Hu (3) Juan Eugenio Iglesias (2) Juan E. Iglesias (2) Malte Hoffmann (1) Karthik Gopinath (1) Daniel C. Alexander (1) Koen Van Leemput (1) Annabel Sorby-Adams (1) Xiangrui Zeng (1)

Keywords

domain randomization (1) brain image segmentation (1) synthetic datum (1) data synthesis (1) image augmentation (1) hypergradient optimization (1)

Papers

Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients for Brain Image Segmentation ICCV 2025

Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging ICLR 2025

Brain-ID: Learning Contrast-agnostic Anatomical Representations for Brain Imaging ECCV 2024

PEPSI: Pathology-Enhanced Pulse-Sequence-Invariant Representations for Brain MRI MICCAI 2024