Author

Xiang-Kun Shi

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Preprint Oct 2026

Fovea-JEPA: Overcoming Geometric Blind Spots in V-JEPA for Camera Motion Recognition

Camera motion recognition requires separating viewpoint changes caused by camera translation, rotation, or zoom from object motion and scene dynamics. Video-language models often rely on semantic cues and struggle with the geometric evidence needed for this task. Joint-Embedding Predictive Architectures such as V-JEPA...

Xiang-Kun Shi, Han-Hui Li, Shi-Yue Zhang et al. · 0 citations