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Filtering by: Creator Sobsey, Mark D. Remove constraint Creator: Sobsey, Mark D. 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:
    |N (s) i | × d, and then linearly projects the intermediate feature map into compressed features X̂