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Advancing Video-Text Pretraining with Multi-View Captions

Thoker, Fida M. et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Video-text pretraining has achieved remarkable progress through the scaling of models and datasets, yet the quality of language supervision remains underexplored. Existing web-scale datasets often provide only a single sparse caption per video that fails to capture rich spatiotemporal semantics, whi
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