UCell: rethinking generalizability and scaling of bio-medical vision models

ArXi:2604.00243v1 Announce Type: new The modern deep learning field is a scale-centric one. Larger models have been shown to consistently perform better than smaller models of similar architecture. In many sub-domains of biomedical research, however, the model scaling is bottlenecked by the amount of available