Adaptive Cold-Start Stage: construct multimodal and textual reasoning examples with trace lengths scaled to task difficulty, so the model learns a notion of difficulty awareness. Empirical results ...

ColiFormer is a transformer-based model for codon optimization of protein sequences in Escherichia coli. Built on top of CodonTransformer (a multi-species BigBird model trained on over 1 million ...

Contributed by Howard Y. Chang; received November 19, 2024; accepted February 20, 2025; reviewed by Jellert Gaublomme and David A. Quigley The spatial organization of cells within tissues plays a ...