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Denzel Elden Wijaya

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Preprint Aug 2026

TRINITY: A Multi-Perspective Benchmark for Personal-Style Video Highlight Detection

A multi-perspective benchmark that decomposes highlight saliency into three complementary dimensions, Event, Emotion, and Nature, within a unified temporal framework, and proposes a shared-backbone multi-branch architecture designed for parallel multi-perspective prediction via view-specific experts.

Qian-Qian Chen, Hyun Bin Kim, Denzel Elden Wijaya et al. · 0 citations

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