Author

Boyang Albert Li

Nanyang Technological University

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Preprint Aug 2026

REZE: Recognition-Based Zero-Shot Extraction for Video Temporal Grounding

This work proposes REcognition-based Zero-shot Extraction (REZE), a simple training-free method that splits the video into short clips, asks the model for a clip-level confidence score for the query, and uses a deterministic algorithm to convert the resulting score curve into the output required by the task.

Boyang Albert Li, Chenhui Gou, Jianfei Cai · 0 citations