CPG-PAD uses XAI-derived visual concepts to guide prompt learning in VLMs, enabling better cross-domain generalization for presentation attack detection on nine benchmarks.
Contrastive context-aware learning for 3d high- fidelity mask face presentation attack detection,
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CPG-PAD: Concept-Informed Prompts Guided Presentation Attack Detection
CPG-PAD uses XAI-derived visual concepts to guide prompt learning in VLMs, enabling better cross-domain generalization for presentation attack detection on nine benchmarks.