Lehmann, Robert

4 publications

ICLR 2025 Interpretable Causal Representation Learning for Biological Data in the Pathway Space Jesus de la Fuente Cedeño, Robert Lehmann, Carlos Ruiz-Arenas, Jan Voges, Irene Marín-Goñi, Xabier Martinez de Morentin, David Gomez-Cabrero, Idoia Ochoa, Jesper Tegnér, Vincenzo Lagani, Mikel Hernaez

ICLRW 2025 SPELL: Spatial Prompting with Chain-of-Thought for Zero-Shot Learning in Spatial Transcriptomics Sumeer Ahmad Khan, Xabier Martinez de Morentin, Vincenzo Lagani, Robert Lehmann, Abdel Rahman Alsabbagh, Mahmoud Zahran, Narsis A. Kiani, David Gomez-Cabrero, Jesper Tegnér

ICLRW 2025 stDiffusion: A Diffusion Based Model for Generative Spatial Transcriptomics Sumeer Ahmad Khan, Xabier Martínez de Morentin, Vincenzo Lagani, Robert Lehmann, Narsis A. Kiani, David Gomez-Cabrero, Jesper Tegnér

NeurIPSW 2024 Interpretable Causal Representation Learning for Biological Data in the Pathway Space Jesus de la Fuente Cedeño, Robert Lehmann, Carlos Ruiz-Arenas, Irene Marín-Goñi, Jan Voges, Xabier Martinez de Morentin, David Gomez-Cabrero, Idoia Ochoa, Jesper Tegnér, Vincenzo Lagani, Mikel Hernaez