Recent advances in SLAM systems based on 3D Gaussian Splatting have enabled dense and photorealistic scene reconstruction. However, 3DGS‐based methods still suffer from limited geometric awareness due to the lack of normal rendering support, view inconsistency and weak depth constraints, ultimately hindering high‐f...
Wei-Qing Yan, Tian-Hao Xie, Liang Liao et al.· CAAI Transactions on Intelli...· 0 citations
IASR is proposed, an Instance-Aligned Semantic Reconstruction framework for IMVC that formulates missing-view recovery as a cross-view token alignment generator, and introduces a stable–active dual-encoder representation architecture with a generative-adaptive contrastive learning strategy that tightly couples view com...
Wei-Qing Yan, Yong-Teng Du, Peng Song et al.· Proceedings of the Thirty-Fi...· 0 citations
A two-stage framework, termed hybrid conditional diffusion with implicit repair for IMVC (HCDIR-IMVC), which simplifies the integration of diffusion models while improving the consistency and robustness of the recovered features and incorporates contrastive learning into the diffusion framework.
Wei-Qing Yan, Kang-Long Liu, Chang Tang et al.· IEEE Transactions on Neural...· 0 citations
A Spot-Adaptive Structural Rectification method that projects gene expression profiles onto a unit hypersphere to maximize angular distances, effectively separating spots falsely clustered by high total counts and surpasses state-of-the-art methods in spatial clustering.
Huan-Jia Zhao, Shang-Hui Deng, Shunfanyi Li et al.· Proceedings of the Thirty-Fi...· 0 citations
Protein-ligand binding affinity (PLA) prediction aims to guide rational drug design by estimating the strength of interaction. The effectiveness of the representation learning of protein and ligand is key to successful PLA prediction. To this end, attention mechanism, as a powerful architectural paradigm, has been intr...
Changming Yao, Shunfanyi Li, Shanghui Deng et al.· IEEE transactions on computa...· 0 citations
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