Scholar

Christian Ledig

Google Scholar ID: oKhGz8UAAAAJ

Full Professor, University of Bamberg

Machine LearningComputer VisionMedical Image Analysis

Homepage↗Google Scholar↗

Citations & Impact

All-time

Citations

23,780

H-index

33

i10-index

48

Publications

20

Co-authors

0

Contact

No contact links provided.

Publications

11 items

Layer Selection in VLMs for Zero-Shot OOD Detection via Multi-Resolution Entropy Estimation

2026

Cited

0

Simple, Safe, and Overlooked: Reclaiming Sustainable Domain Generalization with Statistical Color Matching

2026

Cited

0

TRUE-Colon: Exposing a Consistent Transfer Asymmetry in Real-Time Polyp Detection

2026

Cited

0

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification

2026

Cited

0

Vertical Fusion: Condensing Internal Representations for Robust ViT Classification

2026

Cited

0

MaRS: Robust Out-of-Distribution Detection via Mahalanobis Residual Scoring

2026

Cited

0

HypCBC: Domain-Invariant Hyperbolic Cross-Branch Consistency for Generalizable Medical Image Analysis

2026

Cited

0

Stylizing ViT: Anatomy-Preserving Instance Style Transfer for Domain Generalization

2026

Cited

0

Resume (English only)

Co-authors

0 total

Co-authors: 0 (list not available)