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What if, in this age of pixelation and avatarization of our lives, we were to return to objects? Object-based learning (OBL): a new way of learning ...

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Abstract: Given the widespread adoption of depth-sensing acquisition devices, RGB-D videos and related data/media have gained considerable traction in various aspects of daily life. Consequently, ...

Abstract: The task of live video analytics relies on real-time object tracking that typically involves computationally expensive deep neural network (DNN) models. In practice, it has become essential ...

New VOS project: Putting the Object Back into Video Object Segmentation: https://github.com/hkchengrex/Cutie We frame Video Object Segmentation (VOS), first and ...