Carsten Marr

7 papers · 2024–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🚀 Conference Pioneer

Venues

MICCAI (4) AISTATS (1) ICML (1) MIDL (1)

Top co-authors

Muhammed Furkan Dasdelen (2) Hyesu Lim (1) Lisa Helen Beer (1) Andrea Loddo (1) Ilya Shpitser (1) Tingying Peng (1) Nutan Chen (1) Salome Kazeminia (1) Matthias Hehr (1) Fatih Ozlugedik (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Learning Types (2) Healthcare & Medicine (1) Mathematics & Optimization (1) Bayesian & Probabilistic (1) Clinical (1) Core AI (1) Optimization (1) Techniques (1)

Keywords

representation learning (1) domain generalization (1) attention mechanism (1) feature importance (1) multiple instance learning (1) structural risk minimization (1) multi-objective optimization (1) probabilistic graphical model (1) whole slide image (1) missing data (1) predictive performance (1) pareto dominance (1) output feedback (1) computational pathology (1) model agnostic (1) fmig (1) measurement policy (1)

Papers

MoA: Mixture of Aggregators Improves Slide-Level Diagnosis in Computational Pathology MIDL 2026 CytoSAE: Interpretable Cell Embeddings for Hematology MICCAI 2025 Feature Importance Metrics in the Presence of Missing Data ICML 2025 M-HOF-Opt: Multi-Objective Hierarchical Output Feedback Optimization via Multiplier Induced Loss Landscape Scheduling AISTATS 2025 RedDino: A foundation model for red blood cell analysis MICCAI 2025 DinoBloom: A Foundation Model for Generalizable Cell Embeddings in Hematology MICCAI 2024 Neural Cellular Automata for Lightweight, Robust and Explainable Classification of White Blood Cell Images MICCAI 2024