Palma, Alessandro

6 publications

ICML 2025 Enforcing Latent Euclidean Geometry in Single-Cell VAEs for Manifold Interpolation Alessandro Palma, Sergei Rybakov, Leon Hetzel, Stephan Günnemann, Fabian J Theis

NeurIPS 2025 Modeling Microenvironment Trajectories on Spatial Transcriptomics with NicheFlow Kristiyan Sakalyan, Alessandro Palma, Filippo Guerranti, Fabian J Theis, Stephan Günnemann

ICLR 2025 Multi-Modal and Multi-Attribute Generation of Single Cells with CFGen Alessandro Palma, Till Richter, Hanyi Zhang, Manuel Lubetzki, Alexander Tong, Andrea Dittadi, Fabian J Theis

AISTATS 2024 Mixed Models with Multiple Instance Learning Jan P. Engelmann, Alessandro Palma, Jakub M. Tomczak, Fabian Theis, Francesco Paolo Casale

ICLRW 2024 cellFlow: A Generative Flow-Based Model for Single-Cell Count Data Alessandro Palma, Till Richter, Hanyi Zhang, Andrea Dittadi, Fabian J Theis

NeurIPSW 2023 Modelling Single-Cell RNA-Seq Trajectories on a Flat Statistical Manifold Alessandro Palma, Sergei Rybakov, Leon Hetzel, Fabian J Theis