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cs.CV2025
The 3D Mirage: Probing and Taming 3D Hallucinations
Hoang Nguyen, Xiaohao Xu, Xiaonan Huang
Monocular depth foundation models achieve remarkable generalization by learning large-scale semantic priors, but this creates a critical vulnerability: they hallucinate illusory 3D…
cs.CV2024
CathAction: A Benchmark for Endovascular Intervention Understanding
Baoru Huang, Tuan Vo, Chayun Kongtongvattana +35
Real-time visual feedback from catheterization analysis is crucial for enhancing surgical safety and efficiency during endovascular interventions. However, existing datasets are of…