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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yi-Bo Zhao

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Preprint Sep 2026

AnyGS2Mesh: Feed-Forward Mesh Reconstruction from 3D Gaussian Splatting with Arbitrary-Resolution Views

AnyGS2Mesh is presented, the first feed-forward framework for directly reconstructing 3D meshes from 3D Gaussian Splatting representations with support for arbitrary input image resolutions, and demonstrates the potential of combining Gaussian representations and feed-forward Transformer architectures for scalable 3D g...

Yuxuan Song, Fan Gao, Yi-Bo Zhao et al. · 0 citations
Book Open access Jul 2026

Unsupervised 2D Image-Based 3D Model Retrieval via Decision Boundary Alignment and Graph Semantic Propagation

Unsupervised 2D image-based 3D model retrieval (IBMR) aims to retrieve semantically relevant 3D shapes for a given 2D image query when 3D annotations are unavailable. This setting is challenging due to severe modality gaps, category-imbalanced mini-batches, inconsistent cross-domain decision boundaries, and mismatched...

Nian Hu, Yibo Zhao, Xinhui Li et al. · 0 citations
Open access Jul 2026

A Temporal Action Detection Framework Based on Multi-Scale Temporal-Channel Collaboration

A Multi-scale Temporal-Channel Collaboration (MTCC) detection framework based on the Mamba architecture with state space models (SSMs), which efficiently capture long-range temporal dependencies in video sequences and a module designed to extract features from the channel dimension of video.

Yi-Bo Zhao, Wen Zhang, Chun-Jie Ma et al. · 0 citations

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