Jonas Dippel
5 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
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Interdisciplinary Bridge
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (2)
ICLR (1)
ICML (1)
MICCAI (1)
Top co-authors
Keywords
representation learning
(1)
few-shot learning
(1)
anomaly detection
(1)
weakly supervised learning
(1)
explainable ai
(1)
multiple instance learning
(1)
human similarity judgment
(1)
layer-wise relevance propagation
(1)
neural network
(1)
neural network representation
(1)
global-local transform
(1)
biomarker prediction
(1)
Papers
Objective drives the consistency of representational similarity across datasets
ICML 2025
MeDi: Metadata-Guided Diffusion Models for Mitigating Biases in Tumor Classification
MICCAI 2025
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
NIPS 2024
Improving neural network representations using human similarity judgments
NIPS 2023
Human alignment of neural network representations
ICLR 2023