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Xiaobin Liu

3 accepted papers

2026

Bridging the Gap Between Gaussian Splatting and SLAM: A Geometric Gaussian Field-based Gaussian Splatting SLAM System

IJCAI 2026

Recent works in Gaussian Splatting (GS) SLAM highlight the importance of geometric structure. However, existing methods often rely on either 2D or 3D Gaussian primitives, lacking the balance between geometry and appearance, thus failing to precisely model spatial structures. Furthermore, current fra

Cited by 0Scholar
2025

BMW: Bidirectionally Memory bank reWriting for Unsupervised Person Re-Identification

NeurIPS 2025poster

Recent works show that contrastive learning based on memory banks is an effective framework for unsupervised person Re-IDentification (ReID). In existing methods, memory banks are typically initialized with cluster centroids and rewritten with positive samples via the momentum mechanism along with t…

Cited by 0SourcecodeScholar
2021

Graph Consistency Based Mean-Teaching for Unsupervised Domain Adaptive Person Re-Identification

IJCAI 2021poster

Recent works show that mean-teaching is an effective framework for unsupervised domain adaptive person re-identification. However, existing methods perform contrastive learning on selected samples between teacher and student networks, which is sensitive to noises in pseudo labels and neglects the re…