While fine-tuning pretrained models has become common practice, these models often
underperform outside their specific domains. Recently developed model merging …

Darwinian evolution of the biological brain is documented through multiple lines of
evidence, although the modes of evolutionary changes remain unclear. Drawing inspiration …

The evolution of artificial intelligence (AI) has profoundly impacted human society, driving
significant advancements in multiple sectors. Yet, the escalating demands on AI have …

Neural architecture search (NAS) automates neural network design by using optimization
algorithms to navigate architecture spaces, reducing the burden of manual architecture …

Drawing inspiration from the philosophy of Yi **g, the Yin-Yang pair optimization (YYPO)
algorithm has been shown to achieve competitive performance in single objective …

While fine-tuning pretrained models has become common practice, these models often
underperform outside their specific domains. Recently developed model merging …

Model merging has emerged as an effective approach to combine multiple single-task
models into a multitask model. This process typically involves computing a weighted …