2 papers
cs.CV2026
Reasoning-Guided Grounding: Elevating Video Anomaly Detection through Multimodal Large Language Models
Sakshi Agarwal, Aishik Konwer, Ankit Parag Shah
Video Anomaly Detection (VAD) has traditionally been framed as binary classification or outlier detection, providing neither interpretable reasoning nor precise spatial localizatio…
cs.CV2026
Show, Don't Tell: Detecting Novel Objects by Watching Human Videos
James Akl, Jose Nicolas Avendano Arbelaez, James Barabas +16
How can a robot quickly identify and recognize new objects shown to it during a human demonstration? Existing closed-set object detectors frequently fail at this because the object…