Many Perception Tasks are Highly Redundant Functions of their Input Data

We show that many perception tasks, from visual recognition, semantic segmentation, optical flow, depth estimation to vocalization discrimination, are highly redundant functions of their input data. Images or spectrograms, projected into different subspaces, formed by orthogonal bases in pixel, Four...

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Bibliographische Detailangaben

Hauptverfasser:	Ramesh, Rahul, Bisulco, Anthony, DiTullio, Ronald W, Wei, Linran, Balasubramanian, Vijay, Daniilidis, Kostas, Chaudhari, Pratik
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning
Online-Zugang:	Volltext bestellen
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