Barkmann, Florian

5 publications

ICML 2025 scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data Olga Ovcharenko, Florian Barkmann, Philip Toma, Imant Daunhawer, Julia E Vogt, Sebastian Schelter, Valentina Boeva

NeurIPSW 2024 Benchmarking Self-Supervised Learning for Single-Cell Data Philip Toma, Olga Ovcharenko, Imant Daunhawer, Julia E Vogt, Florian Barkmann, Valentina Boeva

NeurIPSW 2024 CancerFoundation: A Single-Cell RNA Sequencing Foundation Model to Decipher Drug Resistance in Cancer Alexander Theus, Florian Barkmann, David Wissel, 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

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