GEXIA expands a single-grained video-text dataset into multiple granularities and aligns them with granularity-dependent iterative attention, achieving strong long-form video understanding results.
Hiervl: Learning hierarchical video- language embeddings
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GEXIA: Granularity Expansion and Iterative Approximation for Scalable Multi-grained Video-language Learning
GEXIA expands a single-grained video-text dataset into multiple granularities and aligns them with granularity-dependent iterative attention, achieving strong long-form video understanding results.