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Riski Nur Azizah

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Open access 2026

Joint Smoothed Cross-Entropy and Soft-DTW Learning for TimeSformer-Based Video Action Recognition

: Video-based action recognition remains challenging because of variations in action execution speed and overfitting to static spatial cues. Although the TimeSformer architecture effectively captures long-range spatiotemporal dependencies, the standard cross-entropy loss lacks mechanisms to align dynamic temporal seque...

Riski Nur Azizah, Bong-Soo Sohn · 0 citations

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