Johannes Stegmaier

5 papers · 2025–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze ⭐ Rising Star (5)

Venues

MICCAI (2) AAAI (1) ICML (1) MIDL (1)

Top co-authors

Rüveyda Yilmaz (2) Er Jin (2) Yuli Wu (2) Volkmar Schulz (1) Yang Zhang (1) Fucheng Liu (1) Peter Walter (1) Björn Kampa (1) Philip Torr (1) Yongli Mou (1)

Research topics

Computer Vision (3) Artificial Intelligence (2) Core AI (2) Deep Learning (1) Machine Learning (1) Analysis (1) Domain-Specific (1) Generation (1) Learning Types (1) Models (1)

Keywords

image generation (1) explainable ai (1) visual reasoning (1) generative model (1) vision-language model (1) generative model evaluation (1) concept erasure (1) industrial inspection (1) frechet inception distance (1) logical anomaly detection (1) text feature extraction (1) distributional distance (1) back propagation (1) retinal image synthesis (1) downstream task evaluation (1) biomedical image generation (1) neuron masking (1)

Papers

A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis MIDL 2026 CellStyle: Improved Zero-Shot Cell Segmentation via Style Transfer MICCAI 2025 HoloPointNet: A Deep Learning Framework for Efficient 3D Point Cloud Holography MICCAI 2025 LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction AAAI 2025 Minimalist Concept Erasure in Generative Models ICML 2025