Shuffle and Learn: Unsupervised Learning using Temporal Order Verification

Preprint English OPEN
Misra, Ishan; Zitnick, C. Lawrence; Hebert, Martial;
(2016)
  • Subject: Computer Science - Computer Vision and Pattern Recognition | Computer Science - Artificial Intelligence | Computer Science - Learning
    acm: ComputingMethodologies_PATTERNRECOGNITION

In this paper, we present an approach for learning a visual representation from the raw spatiotemporal signals in videos. Our representation is learned without supervision from semantic labels. We formulate our method as an unsupervised sequential verification task, i.e... View more
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