activity
20232026
most citedTowards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network

1 citations · 1 across the 6 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.CV2026

Breaking the Rigid Prior: Towards Articulated 3D Anomaly Detection

Jinye Gan, Bozhong Zheng, Xiaohao Xu +4

Existing 3D anomaly detection methods are built on a rigid prior: normal geometry is pose-invariant and can be canonicalized through registration or alignment. This prior does not…

cs.CV2026

Multi-turn Physics-informed Vision-language Model for Physics-grounded Anomaly Detection

Yao Gu, Xiaohao Xu, Yingna Wu

Vision-Language Models (VLMs) demonstrate strong general-purpose reasoning but remain limited in physics-grounded anomaly detection, where causal understanding of dynamics is essen…