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Aggregating Visual Information with Optimal Transport for VideoLM Token Compression
Not provided in the abstract
compressionoptimal transportvideo understandingmultimodal
2608.20473
Builder Relevance
2h ago80%
Abstract
The paper introduces a method for compressing video token sequences while preserving visual information using optimal transport.
Reality Card
Core Claim
AVIOT effectively compresses video representations while maintaining or improving performance on video-understanding benchmarks compared to uncompressed baselines.
Method / Result
AVIOT matches or outperforms the uncompressed baseline on multiple video-understanding benchmarks at varying compression ratios.
Limitations
The abstract does not specify limitations or reproducibility concerns.
Paper to code
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