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cs.CV2025
Chain-of-Anomaly Thoughts with Large Vision-Language Models
Pedro Domingos, João Pereira, Vasco Lopes +2
Automated video surveillance with Large Vision-Language Models is limited by their inherent bias towards normality, often failing to detect crimes. While Chain-of-Thought reasoning…
cs.CV2025
Self-ReS: Self-Reflection in Large Vision-Language Models for Long Video Understanding
Joao Pereira, Vasco Lopes, David Semedo +1
Large Vision-Language Models (LVLMs) demonstrate remarkable performance in short-video tasks such as video question answering, but struggle in long-video understanding. The linear…