Lumic: Latent diffusion for multiplexed images of cells.bioRxiv, pages 2024–11, 2024

Albert Z Hung, Charles J Zhang, Jonathan Z Sexton, Matthew James O’Meara, Joshua D Welch · 2024

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cs.LG · 2026-03-23 · unverdicted · novelty 5.0 · 2 refs

CellFluxRL post-trains the CellFlux model with RL using seven biological reward functions to generate more biologically valid virtual cell images.

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CellFluxRL: Biologically-Constrained Virtual Cell Modeling via Reinforcement Learning cs.LG · 2026-03-23 · unverdicted · none · ref 15 · 2 links
CellFluxRL post-trains the CellFlux model with RL using seven biological reward functions to generate more biologically valid virtual cell images.