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DAVIS17

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04:00
2026-09-25
arxiv.org
computer-vision

MoVISA: Multi-Token Reasoning for Video Object Segmentation

Researchers developed MoVISA, a multi-token reasoning method for video object segmentation that replaces the single SEG token used in Multimodal Large Language Model pipelines with multiple tokens suc…

04:00
2026-07-23
arxiv.org
computer-vision

Efficient Tracking and Understanding Object Transformations

Researchers propose FluxGraph, a reactive variant of TubeletGraph, that uses SAM2's internal multi-mask disagreement as a lightweight trigger for transformation detection, achieving ~3.3× speedup on V…

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