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TP-LSM uses convolutional and linear levels to build a multi-dimensional pyramid community, combining the hierarchical construction With all the pyramid characteristic framework [36] for dense multi-label temporal action detection. We concentrate on the training of steps of different durations through multi-scale and multi-dimensional cross samplin