Boeva, Valentina

7 publications

NeurIPS 2025 Generalized Linear Mode Connectivity for Transformers Alexander Theus, Alessandro Cabodi, Sotiris Anagnostidis, Antonio Orvieto, Sidak Pal Singh, Valentina Boeva

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

CVPRW 2024 Histopathological Image Classification with Cell Morphology Aware Deep Neural Networks Andrey Ignatov, Josephine Yates, 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