Nico Stucki

3 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer

Conferences

ICLR (1) ICML (1) MICCAI (1)

Top co-authors

Johannes C. Paetzold (3) Ulrich Bauer (3) Suprosanna Shit (2) Daniel Rueckert (2) Laurin Lux (2) Bjoern Menze (1) Alexander H Berger (1) Vincent Bürgin (1) Alexander H. Berger (1) Anna Banaszak (1)

Keywords

image segmentation (1) deep learning (1) persistent homology (1) topological feature (1) betti number (1) persistence barcode (1) topology-aware method (1) betti matching (1)

Papers

Topograph: An Efficient Graph-Based Framework for Strictly Topology Preserving Image Segmentation ICLR 2025

Topologically faithful multi-class segmentation in medical images MICCAI 2024

Topologically Faithful Image Segmentation via Induced Matching of Persistence Barcodes ICML 2023