2026
CapeNext: Rethinking and Refining Dynamic Support Information for Category-Agnostic Pose Estimation
AAAI 2026technical
Recent research in Category-Agnostic Pose Estimation (CAPE) has adopted fixed textual keypoint description as semantic prior for two-stage pose matching frameworks. While this paradigm enhances robustness and flexibility by disentangling the dependency of support images, our critical analysis reveal