SALI: Shot-Aware Late Interaction for Cross-Shot Relation Matching in Text-to-Video Retrieval using Film-Grammar Knowledge

arXiv:2609.29721 · cs.CV, cs.IR, cs.MM · Submitted 2026-09-24 · Read on arXiv

cs.CV, cs.IR, cs.MM

Submitted: 2026-09-24

Updated: 2026-09-24

Code: https://github.com/Breakthrough/PySceneDetect

Terminology

• Embeddings — 15× in this paper · explained in 2 episodes
• Optimal Transport — 7× in this paper · explained in 5 episodes
• Shot-Aware Late Interaction — 4× in this paper
• Fine-Tuning — 3× in this paper · explained in 5 episodes
• Benchmark — 2× in this paper · explained in 2 episodes
• Optimal Transport (OT) — 2× in this paper · explained in 4 episodes
• Transformer — 2× in this paper · explained in 2 episodes
• Ablation — 1× in this paper · explained in 1 episode
• Alignment — 1× in this paper · explained in 1 episode
• Clustering — 1× in this paper · explained in 2 episodes
• Cosine Similarity — 1× in this paper · explained in 3 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Grounding — 1× in this paper · explained in 3 episodes
• Representation Learning — 1× in this paper · explained in 2 episodes

Sources

• Disentangled Representation Learning for Text-Video Retrieval

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