OpenCodePapers

unsupervised-action-segmentation-on-breakfast

Action LocalizationAction SegmentationUnsupervised Action Segmentation
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PaperCodeF1AccJSDPrecisionRecallmIoUModelNameReleaseDate
Learning Probabilistic Embeddings for Unsupervised Action Segmentation✓ Link40.560.7PEOT2026-07-06
CLOT: Closed Loop Optimal Transport for Unsupervised Action Segmentation✓ Link40.160.1CLOT2025-07-04
Hierarchical Vector Quantization for Unsupervised Action Segmentation✓ Link39.754.482.535.644.9HVQ2024-12-23
FIS-OT: Feature-Induced Optimal Transport for Unsupervised Action Segmentation✓ Link38.857.9FIS-OT2026-08-30
Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation✓ Link38.356.194.936.740.118.6ASOT2024-04-01
Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment Alignment✓ Link3852.1UFSA2023-05-31
Action Shuffle Alternating Learning for Unsupervised Action Segmentation37.952.5ASAL2021-04-05
Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering✓ Link31.047.590.237.726.3TOT2021-05-27
Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering✓ Link30.339.085.626.236.0TOT+TCL2021-05-27
Unsupervised learning of action classes with continuous temporal embedding✓ Link26.441.887.425.827.0CTE2019-04-08
A Perceptual Prediction Framework for Self Supervised Event Segmentation✓ Link42.946.9LSTM+AL2018-11-12
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