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cs.CV2026
PANC: Prior-Aware Normalized Cut via Anchor-Augmented Token Graphs
Juan Gutiérrez, Victor Gutiérrez-García, José Luis Blanco-Murillo
Unsupervised segmentation from self-supervised ViT patches holds promise but lacks robustness: multi-object scenes confound saliency cues, and low-semantic images weaken patch rele…
cs.CV2025
An Evaluation of Hybrid Annotation Workflows on High-Ambiguity Spatiotemporal Video Footage
Juan Gutiérrez, Victor Gutiérrez, Ángel Mora +2
Manual annotation remains the gold standard for high-quality, dense temporal video datasets, yet it is inherently time-consuming. Vision-language models can aid human annotators an…