Humans and animals excel at generalizing from limited data, a capability yet to be fully replicated in artificial intelligence. This perspective investigates generalization in biological and ...

We are likely to be trapped in the fallacy of hasty generalization in our daily lives, sometimes causing catastrophes. If this fallacy is aggravated by vicious terrorists or religious extremists, it ...

Abstract: Effective clinical deployment of deep learning models in healthcare demands high generalization performance to ensure accurate diagnosis and treatment planning. In recent years, significant ...

Large language models (LLMs) appear to solve certain novel tasks with appropriately formatted prompts, which is an ability known as out-of-distribution generalization. However, the underlying ...

The delicate balance between discrimination and generalization of responses is crucial for survival in our ever-changing environment. In particular, it is important to understand how stimulus ...