Vandenhirtz, Moritz

18 publications

ICML 2025 From Logits to Hierarchies: Hierarchical Clustering Made Simple Emanuele Palumbo, Moritz Vandenhirtz, Alain Ryser, Imant Daunhawer, Julia E Vogt

ICML 2025 From Pixels to Perception: Interpretable Predictions via Instance-Wise Grouped Feature Selection Moritz Vandenhirtz, Julia E Vogt

ICLRW 2025 Measuring Leakage in Concept-Based Methods: An Information Theoretic Approach Mikael Makonnen, Moritz Vandenhirtz, Sonia Laguna, Julia E Vogt

ECML-PKDD 2025 TreeDiffusion: Hierarchical Generative Clustering for Conditional Diffusion Jorge da Silva Goncalves, Laura Manduchi, Moritz Vandenhirtz, Julia E. Vogt

NeurIPS 2024 Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable? Sonia Laguna, Ričards Marcinkevičs, Moritz Vandenhirtz, Julia E. Vogt

NeurIPSW 2024 Exploiting Interpretable Capabilities with Concept-Enhanced Diffusion and Prototype Networks Alba Carballo-Castro, Sonia Laguna, Moritz Vandenhirtz, Julia E Vogt

NeurIPSW 2024 Exploiting Interpretable Capabilities with Concept-Enhanced Diffusion and Prototype Networks Alba Carballo-Castro, Sonia Laguna, Moritz Vandenhirtz, Julia E Vogt

NeurIPSW 2024 Exploiting Interpretable Capabilities with Concept-Enhanced Diffusion and Prototype Networks Alba Carballo-Castro, Sonia Laguna, Moritz Vandenhirtz, Julia E Vogt

NeurIPS 2024 Stochastic Concept Bottleneck Models Moritz Vandenhirtz, Sonia Laguna, Ričards Marcinkevičs, Julia E. Vogt

ICMLW 2024 Stochastic Concept Bottleneck Models Moritz Vandenhirtz, Sonia Laguna, Ričards Marcinkevičs, Julia E Vogt

ICMLW 2024 Stochastic Concept Bottleneck Models Moritz Vandenhirtz, Sonia Laguna, Ričards Marcinkevičs, Julia E Vogt

ICMLW 2024 Structured Generations: Using Hierarchical Clusters to Guide Diffusion Models Jorge da Silva Gonçalves, Laura Manduchi, Moritz Vandenhirtz, Julia E Vogt

ICMLW 2024 scTree: Discovering Cellular Hierarchies in the Presence of Batch Effects in scRNA-Seq Data Moritz Vandenhirtz, Florian Barkmann, Laura Manduchi, Julia E Vogt, Valentina Boeva

ICMLW 2024 scTree: Discovering Cellular Hierarchies in the Presence of Batch Effects in scRNA-Seq Data Moritz Vandenhirtz, Florian Barkmann, Laura Manduchi, Julia E Vogt, Valentina Boeva

NeurIPSW 2023 Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable? Ričards Marcinkevičs, Sonia Laguna, Moritz Vandenhirtz, Julia Vogt

NeurIPS 2023 Tree Variational Autoencoders Laura Manduchi, Moritz Vandenhirtz, Alain Ryser, Julia Vogt

ICMLW 2023 Tree Variational Autoencoders Laura Manduchi, Moritz Vandenhirtz, Alain Ryser, Julia E Vogt

ICMLW 2023 Tree Variational Autoencoders Laura Manduchi, Moritz Vandenhirtz, Alain Ryser, Julia E Vogt