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Filtering by: Creator Bogan, Michael T. Remove constraint Creator: Bogan, Michael T. Committee Member Tadepalli, Prasad Remove constraint Committee Member: Tadepalli, Prasad Creator Aziere, Nicolas Remove constraint Creator: Aziere, Nicolas

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  • Action Segmentation in Videos: Deep Models, Prediction Diffusion, and Deep-Temporal Augmentations

    Creator:
    Aziere, Nicolas
    Abstract:
    This paper addresses the high model complexity and overconfident frame labeling of state-of-the-art (SOTA) action segmenters. Their complexity is typically justified by the need to sequentially refine action segmentation through multiple stages of a deep architecture. However, this multistage refinement does not take into account uncertainty of frame labeling predicted...
    Resource Type:
    Dissertation
    Full Text:
    computation. . . . . . . . . . . . . 10 3.1 An overview of our TCTr with the C-T-T-T-T (or CT4 for shorthand