Martin Weigert

4 papers · 2020–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🚀 Conference Pioneer

Venues

CVPR (1) ECCV (1) MIDL (1) WACV (1)

Top co-authors

Gene Myers (1) Andrea Salati (1) Uwe Schmidt (1) Robert Haase (1) Gioele La Manno (1) Albert Dominguez Mantes (1) Maxine Leonardi (1) Louis-Alexandre Leger (1) Felix Naef (1) Ko Sugawara (1)

Research topics

Computer Vision (3) Domain-Specific (3) Deep Learning (2) Artificial Intelligence (1) Healthcare & Medicine (1) Analysis (1) Architectures (1) Core AI (1) Learning Types (1) Research (1)

Keywords

semantic segmentation (1) vision transformer (1) object detection (1) 3d vision (1) instance segmentation (1) state space model (1) sequence model (1) fluorescence microscopy (1) multi-resolution learning (1) rotary positional embedding (1) microscopy image analysis (1) cell nuclei detection (1) brightfield imaging (1) cell cycle prediction (1) label-free imaging (1) masked autoencoder pretraining (1)

Papers

MuViT: Multi-Resolution Vision Transformers for Learning Across Scales in Microscopy CVPR 2026 Sequence models for continuous cell cycle stage prediction from brightfield images MIDL 2025 Trackastra: Transformer-based cell tracking for live-cell microscopy ECCV 2024 Star-convex Polyhedra for 3D Object Detection and Segmentation in Microscopy WACV 2020