Search Results for author: Jiahua Wang

Found 4 papers, 2 papers with code

MARS: Multimodal Active Robotic Sensing for Articulated Characterization

1 code implementation1 Jul 2024 Hongliang Zeng, Ping Zhang, Chengjiong Wu, Jiahua Wang, Tingyu Ye, Fang Li

Precise perception of articulated objects is vital for empowering service robots.

Masked Generative Extractor for Synergistic Representation and 3D Generation of Point Clouds

no code implementations25 Jun 2024 Hongliang Zeng, Ping Zhang, Fang Li, Jiahua Wang, Tingyu Ye, Pengteng Guo

Subsequently, we design a sliding masking ratios to smooth the transition from representation learning to generative learning.

3D Generation Few-Shot Learning +2

FSMR: A Feature Swapping Multi-modal Reasoning Approach with Joint Textual and Visual Clues

no code implementations29 Mar 2024 Shuang Li, Jiahua Wang, Lijie Wen

Multi-modal reasoning plays a vital role in bridging the gap between textual and visual information, enabling a deeper understanding of the context.

Image-text matching Language Modelling +1

Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPs

1 code implementation18 Dec 2022 Chenxiao Yang, Qitian Wu, Jiahua Wang, Junchi Yan

Graph neural networks (GNNs), as the de-facto model class for representation learning on graphs, are built upon the multi-layer perceptrons (MLP) architecture with additional message passing layers to allow features to flow across nodes.

Representation Learning

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