PiercingEye: Dual-Space Video Violence Detection with Hyperbolic Vision-Language Guidance

Jiaxu Leng, Zhanjie Wu, Mingpi Tan +5

Existing weakly supervised video violence detection (VVD) methods primarily rely on Euclidean representation learning, which often struggles to distinguish visually similar yet sem…