Piao Hu

2 accepted papers

2024

A Framework for Inference Inspired by Human Memory Mechanisms

Xiangyu Zeng, Jie Lin, Piao Hu, Ruizheng Huang, Zhicheng Zhang

ICLR 2024poster

How humans and machines make sense of current inputs for relation reasoning and question-answering while putting the perceived information into context of our past memories, has been a challenging conundrum in cognitive science and artificial intelligence. Inspired by human brain's memory system and…

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2024

SDMTR: A Brain-inspired Transformer for Relation Inference

Xiangyu Zeng, Jie Lin, Piao Hu, Zhihao Li, Tianxi Huang

AISTATS 2024poster

Deep learning has seen a movement towards the concepts of modularity, module coordination and sparse interactions to fit the working principles of biological systems. Inspired by Global Workspace Theory and long-term memory system in human brain, both are instrumental in constructing biologically pl…

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