Alexander H. Berger
7 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Renaissance Researcher (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (10)
π§
Keyword Pioneer
π
Conference Pioneer
Conferences
MIDL (3)
MICCAI (2)
EMNLP (1)
WACV (1)
Top co-authors
Keywords
image segmentation
(1)
transfer learning
(1)
domain adaptation
(1)
model calibration
(1)
object detection
(1)
medical imaging
(1)
in-context learning
(1)
multimodal learning
(1)
relation prediction
(1)
graph transformer
(1)
vision-language model
(1)
graph attention network
(1)
task recognition
(1)
zero-shot classification
(1)
whole slide image
(1)
synthetic image generation
(1)
survival prediction
(1)
diabetic retinopathy
(1)
large language model
(1)
graph neural network
(1)
Papers
From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image Analysis
MIDL 2026
Synthetic Vasculature and Pathology Enhance Vision-Language Model Reasoning
MIDL 2026
Beyond scalar losses: calibrating segmentation models via gradient vector field surgery
MIDL 2026
Cross-Domain and Cross-Dimension Learning for Image-to-Graph Transformers
WACV 2025
Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis
MICCAI 2025
From Language to Pixels: Task Recognition and Task Learning in LLMs
EMNLP 2024
Topologically faithful multi-class segmentation in medical images
MICCAI 2024