Video Panoptic Segmentation
Video panoptic segmentation requires consistently segmenting and tracking objects over time. Due to the quadratic dependency on input size, directly applying self-attention to video panoptic segmentation with high-resolution input features poses significant challenges, often leading to insufficient GPU memory capacity.
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