Laurin Lux

4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer

Conferences

MICCAI (2) ICLR (1) WACV (1)

Top co-authors

Johannes C. Paetzold (4) Daniel Rueckert (3) Alexander H. Berger (3) Suprosanna Shit (2) Martin J. Menten (2) Nico Stucki (2) Ulrich Bauer (2) Vincent Bürgin (1) Mert R. Sabuncu (1) Anna Banaszak (1)

Keywords

transfer learning (1) domain adaptation (1) object detection (1) relation prediction (1) graph transformer (1) graph neural network (1) image-to-graph transformation (1)

Papers

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

Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis MICCAI 2025

Cross-Domain and Cross-Dimension Learning for Image-to-Graph Transformers WACV 2025

Topologically faithful multi-class segmentation in medical images MICCAI 2024