From Decoupled to Coupled: Robustness Verification for Learning-based Keypoint Detection with Joint Specifications

Xusheng Luo, Changliu Liu

Keypoint detection underpins many vision tasks, including pose estimation, viewpoint recovery, and 3D reconstruction, yet modern neural models remain vulnerable to small input pert…