Search Results for author: Gengshuo Liu

Found 3 papers, 2 papers with code

Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning

1 code implementation15 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

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.

Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations

1 code implementation4 Mar 2023 Xiongye Xiao, Defu Cao, Ruochen Yang, Gaurav Gupta, Gengshuo Liu, Chenzhong Yin, Radu Balan, Paul Bogdan

Coupled partial differential equations (PDEs) are key tasks in modeling the complex dynamics of many physical processes.

Operator learning

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