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F. M. Thoker

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#small language model Preprint Sep 2026

Advancing Video-Text Pretraining with Multi-View Captions

This work proposes a large-scale multimodal large language model-based supervision generation framework that improves supervision diversity, fidelity, and semantic coverage, and introduces a granularity-aware text representation with separate CLS tokens for summary and detailed views.

F. M. Thoker, Renaud Vandeghen, Karen Sanchez et al. · 0 citations

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