Search Results for author: Shixuan Li

Found 3 papers, 1 papers with code

Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning

no code implementations15 Apr 2024 Xiongye Xiao, Gengshuo Liu, Gaurav Gupta, Defu Cao, Shixuan Li, Yaxing Li, Tianqing Fang, Mingxi Cheng, Paul Bogdan

Integrating and processing information from various sources or modalities are critical for obtaining a comprehensive and accurate perception of the real world in autonomous systems and cyber-physical systems.

Binary Classification Representation Learning

Exploring Neuron Interactions and Emergence in LLMs: From the Multifractal Analysis Perspective

1 code implementation14 Feb 2024 Xiongye Xiao, Chenyu Zhou, Heng Ping, Defu Cao, Yaxing Li, Yizhuo Zhou, Shixuan Li, Paul Bogdan

Prior studies on the emergence in large models have primarily focused on how the functional capabilities of large language models (LLMs) scale with model size.

Neuro-Inspired Hierarchical Multimodal Learning

no code implementations27 Sep 2023 Xiongye Xiao, Gengshuo Liu, Gaurav Gupta, Defu Cao, Shixuan Li, Yaxing Li, Tianqing Fang, Mingxi Cheng, Paul Bogdan

Integrating and processing information from various sources or modalities are critical for obtaining a comprehensive and accurate perception of the real world.

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