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timestamp_to_single_index(timestamp): Return the frame index corresponding to the given timestamp (in seconds)

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cs.CV 1

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2025 1

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EMCompress: Video-LLMs with Endomorphic Multimodal Compression

cs.CV · 2025-08-27 · unverdicted · novelty 7.0

EMCompress introduces EMC as an endomorphic sufficient-statistic transformation for VideoQA that preserves answer invariance, releases a dedicated benchmark, and reports a ReSimplifyIt baseline with 0.40 F-1 gains plus efficiency improvements.

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  • EMCompress: Video-LLMs with Endomorphic Multimodal Compression cs.CV · 2025-08-27 · unverdicted · none · ref 13

    EMCompress introduces EMC as an endomorphic sufficient-statistic transformation for VideoQA that preserves answer invariance, releases a dedicated benchmark, and reports a ReSimplifyIt baseline with 0.40 F-1 gains plus efficiency improvements.