Video segmentation encompasses a wide range of categories of problem formulation, eg,
object, scene, actor-action and multimodal video segmentation, for delineating task-specific …

Early action recognition (action prediction) from limited preliminary observations plays a
critical role for streaming vision systems that demand real-time inference, as video actions …

Researchers have successfully improved the inference speed of deep learning models
through various algorithmic or hardware acceleration methods. However, the process of …

Learning to compare support and query feature sets for few-shot image and video
understanding has been shown to be a powerful approach. Typically, methods limit feature …