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Ditch motion cues: CLIP-guided semantic filtering slashes ghosting artifacts in 3D Gaussian Splatting by identifying transient objects, even when parallax throws motion-based methods off track.
Get 2.2x memory savings in your video VLMs without sacrificing accuracy by proactively pruning the KV-cache using optical flow and saliency, *before* computing attention.