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Author

Moritz Vandenhirtz

Observed name: Vandenhirtz, Moritz
Institution: ETH Zurich
Observed institution: ETH Zurich
ORCID: 0000-0002-7137-8081
Observed ORCID: 0000-0002-7137-8081
OpenAlex ID: A5001881723
Two Decades of Active Surveillance for Prostate Cancer in a Single-Center Cohort: Favorable Outcomes after Transurethral Resection of the Prostate
2022 · Sarah Hagmann, Venkat Ramakrishnan, et al. · Cancers · 22
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RadVLM: a multitask conversational vision-language model for radiology
2026 · Nicolas Deperrois, Hidetoshi Matsuo, et al. · Scientific Reports · 15
Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable?
2024 · Sonia Laguna, Ricards Marcinkevics, et al. · neural information processing systems · 7
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Tree Variational Autoencoders
2023 · Manduchi, Laura, Vandenhirtz, Moritz, et al. · arXiv (Cornell University) · 6
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This Reads Like That: Deep Learning for Interpretable Natural Language Processing
2023 · Claudio Fanconi, Moritz Vandenhirtz, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 4
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scTree: Discovering Cellular Hierarchies in the Presence of Batch Effects in scRNA-seq Data
2024 · Vandenhirtz, Moritz, Barkmann, Florian, et al. · arXiv (Cornell University) · 3
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TreeDiffusion: Hierarchical Generative Clustering for Conditional Diffusion
2025 · Jorge da Silva Gonçalves, Laura Manduchi, et al. · Lecture notes in computer science · 1
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Interpretable Diffusion Models with B-cos Networks
2025 · Bernold, Nicola, Vandenhirtz, Moritz, et al. · arXiv (Cornell University) · 1
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Measuring Leakage in Concept-Based Methods: An Information Theoretic Approach
2025 · Makonnen, Mikael, Vandenhirtz, Moritz, et al. · arXiv (Cornell University) · 1
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From Logits to Hierarchies: Hierarchical Clustering made Simple
2024 · Palumbo, Emanuele, Vandenhirtz, Moritz, et al. · arXiv (Cornell University) · 1
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Structured Generations: Using Hierarchical Clusters to guide Diffusion Models
2024 · Goncalves, Jorge da Silva, Manduchi, Laura, et al. · arXiv (Cornell University) · 1
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Stochastic Concept Bottleneck Models
2024 · Vandenhirtz, Moritz, Laguna, Sonia, et al. · arXiv (Cornell University) · 1
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Residual Stochastic Concept Bottleneck Models
2026 · Marcou, Stephen, Zarlenga, Mateo Espinosa, et al. · arXiv (Cornell University)
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Reading the Whole Heart: Latent-Attention Masked Autoencoders for Multimodal Cardiac Representation Learning
2026 · Agostini, Andrea, Böhi, Simon, et al. · arXiv (Cornell University)
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Bowel Obstruction Detection and Localization on Abdominal CT with Deep Learning
2026 · Vandenhirtz, Moritz, Agostini, Andrea, et al. · arXiv (Cornell University)
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Beyond Independent Frames: Latent Attention Masked Autoencoders for Multi-View Echocardiography
2026 · Böhi, Simon, Cannistraci, Irene, et al. · arXiv (Cornell University)
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Foundation Model for Cardiac Time Series via Masked Latent Attention
2026 · Vandenhirtz, Moritz, Ruipérez-Campillo, Samuel, et al. · arXiv (Cornell University)
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Models Designed to Forget: Machine Unlearning via Key Deletion
2026 · Laguna, Sonia, Goncalves, Jorge da Silva, et al. · arXiv (Cornell University)
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Multimodal Generative Recommendation for Fusing Semantic and Collaborative Signals
2026 · Vandenhirtz, Moritz, Hassani, Kaveh, et al. · arXiv (Cornell University)
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Structure is Supervision: Multiview Masked Autoencoders for Radiology
2025 · Laguna Cillero, Sonia, Agostini, Andrea, et al. · Repository for Publications and Research Data (ETH Zurich)
Structure is Supervision: Multiview Masked Autoencoders for Radiology
2025 · Laguna Cillero, Sonia, Agostini, Andrea, et al. · Repository for Publications and Research Data (ETH Zurich)
Post-hoc Stochastic Concept Bottleneck Models
2025 · Hoffmann, Wiktor Jan, Laguna Cillero, Sonia, et al. · arXiv (Cornell University)
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Leveraging the Structure of Medical Data for Improved Representation Learning
2025 · Agostini, Andrea, Laguna Cillero, Sonia, et al. · Repository for Publications and Research Data (ETH Zurich)
From Pixels to Perception: Interpretable Predictions via Instance-wise Grouped Feature Selection
2025 · Vandenhirtz, Moritz, Vogt, Julia E. · arXiv (Cornell University)
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Tree Variational Autoencoders
2023 · Laura Manduchi, Moritz Vandenhirtz, et al. · neural information processing systems
Works count: 39
Citation count: 75
H-index: 5
I10-index: 3
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