Nicholas Konz
5 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
🚀
Conference Pioneer
Conferences
EMNLP (1)
ICLR (1)
MICCAI (1)
MIDL (1)
WACV (1)
Top co-authors
Keywords
representation learning
(1)
image segmentation
(1)
domain adaptation
(1)
object detection
(1)
deep learning
(1)
magnetic resonance imaging
(1)
parameter prediction
(1)
language model
(1)
activation function
(1)
data harmonization
(1)
domain shift
(1)
zero-shot segmentation
(1)
generalization property
(1)
segmentation foundation model
(1)
failure mode analysis
(1)
representation dissimilarity
(1)
Papers
Quantifying the Limits of Segmentation Foundation Models: Modeling Challenges in Segmenting Tree-Like and Low-Contrast Objects
WACV 2026
The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images
ICLR 2024
Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models
MICCAI 2024
Understanding the Inner-workings of Language Models Through Representation Dissimilarity
EMNLP 2023
Reverse Engineering Breast MRIs: Predicting Acquisition Parameters Directly from Images
MIDL 2023