Ellen Grant

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

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

ICLR (1) ICML (1) MIDL (1) WACV (1)

Top co-authors

Benjamin Billot (3) Polina Golland (3) Neel Dey (3) Esra Abaci Turk (2) Shilong Dong (1) Sheng He (1) Rina Bao (1) Adrian V Dalca (1) Zhenfang Chen (1) Yangming Ou (1)

Keywords

instance segmentation (1) domain randomization (1) synthetic data generation (1) biomedical imaging (1) 3d segmentation (1) star-convex shape (1)

Papers

Learning General-purpose Biomedical Volume Representations using Randomized Synthesis ICLR 2025

Visual and Domain Knowledge for Professional-level Graph-of-Thought Medical Reasoning ICML 2025

Network conditioning for synergistic learning on partial annotations MIDL 2024

AnyStar: Domain Randomized Universal Star-Convex 3D Instance Segmentation WACV 2024