Giovanni Palla
@giopll.bsky.social
Research Scientist AI/ML @cziscience.bsky.social , PhD @www.helmholtz-munich.de , OSS @scverse.bsky.social
giovannipalla.com
giovannipalla.com
For further details, check out:
📜 our paper: arxiv.org/abs/2511.02986
💻 our code: github.com/czi-ai/scldm
🖥️ a blogpost: biohub.org/blog/scldm-a...
🤖 a model card: virtualcellmodels.cziscience.com/model/scldm
📜 our paper: arxiv.org/abs/2511.02986
💻 our code: github.com/czi-ai/scldm
🖥️ a blogpost: biohub.org/blog/scldm-a...
🤖 a model card: virtualcellmodels.cziscience.com/model/scldm
Scalable Single-Cell Gene Expression Generation with Latent Diffusion Models
Computational modeling of single-cell gene expression is crucial for understanding cellular processes, but generating realistic expression profiles remains a major challenge. This difficulty arises fr...
arxiv.org
November 7, 2025 at 7:20 PM
For further details, check out:
📜 our paper: arxiv.org/abs/2511.02986
💻 our code: github.com/czi-ai/scldm
🖥️ a blogpost: biohub.org/blog/scldm-a...
🤖 a model card: virtualcellmodels.cziscience.com/model/scldm
📜 our paper: arxiv.org/abs/2511.02986
💻 our code: github.com/czi-ai/scldm
🖥️ a blogpost: biohub.org/blog/scldm-a...
🤖 a model card: virtualcellmodels.cziscience.com/model/scldm
Fantastic collaboration with @jmtomczak.bsky.social , the Biohub Chicago team sudarshan babu Payam Dibaeinia Aly A. Kahn and the team in the Bay Area James Douglas Pearce Donghui Li, PhD Theofanis Karaletsos.
Scalable Single-Cell Gene Expression Generation with Latent Diffusion Models
Computational modeling of single-cell gene expression is crucial for understanding cellular processes, but generating realistic expression profiles remains a major challenge. This difficulty arises fr...
arxiv.org
November 7, 2025 at 7:20 PM
Fantastic collaboration with @jmtomczak.bsky.social , the Biohub Chicago team sudarshan babu Payam Dibaeinia Aly A. Kahn and the team in the Bay Area James Douglas Pearce Donghui Li, PhD Theofanis Karaletsos.
We are excited because it presents a novel way to learn "latent tokens" of gene expression variation, overcoming many of the limitations of order(less) tokenization and learning schemes. We show its performance in generative and representation learning tasks.
November 7, 2025 at 7:20 PM
We are excited because it presents a novel way to learn "latent tokens" of gene expression variation, overcoming many of the limitations of order(less) tokenization and learning schemes. We show its performance in generative and representation learning tasks.
Been hearing this often lately: 'Did you see Valentine’s blogging again?' 🎉
March 29, 2025 at 1:42 AM
Been hearing this often lately: 'Did you see Valentine’s blogging again?' 🎉
hi @davidsebfischer.bsky.social could I be added? thanks!
January 14, 2025 at 5:29 PM
hi @davidsebfischer.bsky.social could I be added? thanks!