The work introduces the ORVOS task, the ORVOSB benchmark with causal annotations across 210 videos, and a baseline using updated prompts plus a temporal token reservoir.
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2 Pith papers cite this work. Polarity classification is still indexing.
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cs.CV 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
TAG-Head adds a lightweight transformer-plus-time-aligned-graph head to existing 3D backbones to reach new RGB-only state-of-the-art on FineGym and HAA500 while surpassing some multimodal baselines.
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Online Reasoning Video Object Segmentation
The work introduces the ORVOS task, the ORVOSB benchmark with causal annotations across 210 videos, and a baseline using updated prompts plus a temporal token reservoir.
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TAG-Head: Time-Aligned Graph Head for Plug-and-Play Fine-grained Action Recognition
TAG-Head adds a lightweight transformer-plus-time-aligned-graph head to existing 3D backbones to reach new RGB-only state-of-the-art on FineGym and HAA500 while surpassing some multimodal baselines.