Michael Baumgartner
5 papers · 2024–2025 · 2 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐ฃ Hot Topic Early Bird ๐งญ Keyword Pioneer ๐ Conference Polyglot (2) ๐บ๏ธ Taxonomy Completionist (13)
๐
Cross-Pollinator
(3)
๐ฅ
Mega-Team
(53)
โ
The Questioner
๐
Conference Pioneer
Conferences
NIPS (3)
MICCAI (2)
Top co-authors
Keywords
benchmark evaluation
(1)
domain generalization
(1)
image retrieval
(1)
medical image segmentation
(1)
out-of-distribution generalization
(1)
selective classification
(1)
semantic similarity
(1)
confidence scoring
(1)
risk coverage
(1)
rejection threshold
(1)
generalized risk
(1)
computed tomography
(1)
representational similarity
(1)
metric evaluation
(1)
spatial invariance
(1)
neural network
(1)
neural network representation
(1)
abdominal organ segmentation
(1)
medical segmentation
(1)
representational similarity matrix
(1)
Papers
The Missing Piece: A Case for Pre-Training in 3D Medical Object Detection
MICCAI 2025
Overcoming Common Flaws in the Evaluation of Selective Classification Systems
NIPS 2024
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NIPS 2024
Decoupling Semantic Similarity from Spatial Alignment for Neural Networks.
NIPS 2024
nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation
MICCAI 2024