Giovanni Palla

According to our database, Giovanni Palla authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Scalable Single-Cell Gene Expression Generation with Latent Diffusion Models.

Giovanni Palla, Sudarshan Babu, Payam Dibaeinia, James D. Pearce, Donghui Li, Aly A. Khan, Theofanis Karaletsos, Jakub M. Tomczak

CoRR, November, 2025

A Large-Scale Benchmark of Cross-Modal Learning for Histology and Gene Expression in Spatial Transcriptomics.

Rushin H. Gindra, Giovanni Palla, Mathias Nguyen, Sophia J. Wagner, Manuel Tran, Fabian J. Theis, Dieter Saur, Lorin Crawford, Tingying Peng

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

2024

GraphCompass: spatial metrics for differential analyses of cell organization across conditions.

Mayar Ali, Merel Kuijs, Soroor Hediyeh-Zadeh, Tim Treis, Karin Hrovatin, Giovanni Palla, Anna C. Schaar, Fabian J. Theis

Bioinform., 2024

Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation.

Luca Eyring, Dominik Klein, Théo Uscidda, Giovanni Palla, Niki Kilbertus, Zeynep Akata, Fabian J. Theis

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Unbalanced Low-rank Optimal Transport Solvers.

Meyer Scetbon, Michal Klein, Giovanni Palla, Marco Cuturi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Uncertainty Quantification for Atlas-Level Cell Type Transfer.

Jan P. Engelmann, Leon Hetzel, Giovanni Palla, Lisa Sikkema, Malte Lücken, Fabian J. Theis

CoRR, 2022