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cs.CV2026
Binding Biometrics with AI Agent Identifiers for Delegation of Authority
Joseph Geo Benjamin, Anil K Jain, Karthik Nandakumar
The proliferation of agentic artificial intelligence (AI) systems has raised serious questions about the accountability for tasks performed by AI agents. Ideally, an AI agent must…
cs.CV2025
Foundation versus Domain-specific Models: Performance Comparison, Fusion, and Explainability in Face Recognition
Redwan Sony, Parisa Farmanifard, Arun Ross +1
In this paper, we address the following question: How do generic foundation models (e.g., CLIP, BLIP, GPT-4o, Grok-4) compare against a domain-specific face recognition model (viz.…
cs.CV2024
On Missing Scores in Evolving Multibiometric Systems
Melissa R Dale, Anil Jain, Arun Ross
The use of multiple modalities (e.g., face and fingerprint) or multiple algorithms (e.g., three face comparators) has shown to improve the recognition accuracy of an operational bi…