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cs.CV 1

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2026 1

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ViLL-E: Video LLM Embeddings for Retrieval

cs.CV · 2026-04-13 · unverdicted · novelty 6.0

ViLL-E introduces a dynamic embedding mechanism and joint contrastive-generative training for VideoLLMs, delivering up to 7% gains in temporal localization and 4% in video retrieval while enabling new zero-shot capabilities.

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  • ViLL-E: Video LLM Embeddings for Retrieval cs.CV · 2026-04-13 · unverdicted · none · ref 8

    ViLL-E introduces a dynamic embedding mechanism and joint contrastive-generative training for VideoLLMs, delivering up to 7% gains in temporal localization and 4% in video retrieval while enabling new zero-shot capabilities.