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Preprint Jul 2026

GeoTrace: Geometry-Aware Trajectory Token Compression for Video Large Language Models

Although Video Large Language Models (Video LLMs) have shown strong performance in video understanding, their efficiency is still limited by the large number of visual tokens. Existing video token compression methods typically rely on frame-wise saliency or heuristic token merging, which can over-focus on locally salie...

Guo-Sen Xie, Mengqi Lei, Chuan Shi et al. · 0 citations

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