24 citations · 66 across the 10 of their papers we have counts for
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cs.CV2026
MAETrack: Unleashing the Potential of Pretrained Geometric Priors for 3D Single Object Tracking
Sifan Zhou, Qiwei Wang, Linyue Tan +3
Large-scale pre-training has transformed representation learning in 2D vision, yet its transferability to 3D single object tracking (SOT) remains insufficiently understood. Directl…
cs.CV2026
SAVTrack: Selective Vote Aggregation for Reliability-Aware Point Cloud Tracking
Sifan Zhou, Linyue Tan, Qiwei Wang +2
3D single object tracking (SOT) in LiDAR point clouds is essential for autonomous systems, but remains challenging under sparse and incomplete observations. In such cases, differen…
cs.CV2026
COAL: Counterfactual and Observation-Enhanced Alignment Learning for Discriminative Referring Multi-Object Tracking
Shukun Jia, Shiyu Hu, Yipei Wang +3
Referring Multi-Object Tracking (RMOT) faces a fundamental structural contradiction between the high-discriminability demand and the sparse semantic supervision. This mismatch is p…