Jonas Dippel

5 papers · 2023–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) ICLR (1) ICML (1) MICCAI (1)

Top co-authors

Simon Kornblith (3) Lukas Muttenthaler (3) Lorenz Linhardt (3) Frederick Klauschen (2) Laure Ciernik (2) Klaus-Robert Müller (2) Julius Hense (2) David Jacob Drexlin (1) Andreas Mock (1) Robert A. Vandermeulen (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Machine Learning (3) Core AI (3) Learning Types · Deep Learning (2) Learning Types · Machine Learning (2) Computer Vision (1) Architectures (1) Core Methods (1) Domain-Specific (1)

Keywords

representation learning (3) neural network representation (2) anomaly detection (1) computer vision (1) weakly supervised learning (1) explainable ai (1) multiple instance learning (1) generalization (1) foundation model (1) human similarity judgment (1) behavioral response (1) objective function (1) human alignment (1) representational similarity (1) layer-wise relevance propagation (1) neural network (1) global-local transform (1) biomarker prediction (1) self-supervised (1) few-shot learning (1)

Papers

MeDi: Metadata-Guided Diffusion Models for Mitigating Biases in Tumor Classification MICCAI 2025 Objective drives the consistency of representational similarity across datasets ICML 2025 xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology NeurIPS 2024 Human alignment of neural network representations ICLR 2023 Improving neural network representations using human similarity judgments NeurIPS 2023