ViTAL-X: Video-Text Alignment with Cross-Modal Temporal Edits
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arXiv:2609.00505v1 Announce Type: new Abstract: Video-text models adapted from image-text architectures (e.g., CLIP) frequently exhibit temporal blindness, the inability to perceive fundamental cues like order, direction, and motion dynamics. Standard datasets mask this limitation by enabling model…
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- 2026-09-02 04:00 · arXiv cs.CV
ViTAL-X: Video-Text Alignment with Cross-Modal Temporal Edits