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cs.CV2025
Cross3DReg: Towards a Large-scale Real-world Cross-source Point Cloud Registration Benchmark
Zongyi Xu, Zhongpeng Lang, Yilong Chen +6
Cross-source point cloud registration, which aims to align point cloud data from different sensors, is a fundamental task in 3D vision. However, compared to the same-source point c…
cs.CV2024
Non-target Divergence Hypothesis: Toward Understanding Domain Gaps in Cross-Modal Knowledge Distillation
Yilong Chen, Zongyi Xu, Xiaoshui Huang +4
Compared to single-modal knowledge distillation, cross-modal knowledge distillation faces more severe challenges due to domain gaps between modalities. Although various methods hav…