Strengthening temporal action segmentation through diffusion models

doi:10.1016/j.engappai.2025.113163

Strengthening temporal action segmentation through diffusion models

2025-11-17

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DOI：10.1016/j.engappai.2025.113163

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• Our enhanced frame-level feature extraction further improves the action segmentation task. • A novel diffusion-based approach improves the feature robustness and diversity. • The multi-stage and multi-task strategies achieve targeted fine-tuning of frame-level feature extraction.

Strengthening temporal action segmentation through diffusion models

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