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Kin-Man Lam

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Preprint Aug 2026

See the Change, Keep the Flow: Unsupervised Action Segmentation via Spectral-Temporal Representation Learning

Unsupervised action segmentation aims to discover latent action categories and their temporal organization without action annotations. Optimal transport-based methods provide structured frame-to-action assignments, however, their pseudo-label quality is fundamentally conditioned on the representation space used to cons...

Yun Li, Jun Xiao, Cong Zhang et al. · 0 citations

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