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cs.CV2025
CellPainTR: Generalizable Representation Learning for Cross-Dataset Cell Painting Analysis
Cedric Caruzzo, Jong Chul Ye
Large-scale biological discovery requires integrating massive, heterogeneous datasets like those from the JUMP Cell Painting consortium, but technical batch effects and a lack of g…
cs.CV2025
PCPO: Proportionate Credit Policy Optimization for Aligning Image Generation Models
Jeongjae Lee, Jong Chul Ye
While reinforcement learning has advanced the alignment of text-to-image (T2I) models, state-of-the-art policy gradient methods are still hampered by training instability and high…