Houjun Liu

Neuroscience and AI

scene representation

artificial vs biological intelligence

  • Humans are few-shot learners (“sample efficiency”)

  • Humans can easily fine-tunable (“transfer flexibility”)

  • Human knowledge can transfer easily

  • AI are many-shot learners (“sample inefficiency”)

  • AI are specialized

  • AI is more precise, and can hold a lot in cache

biological learning

biological learning is mostly unsupervised, and yte can generalize

visual processing