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cs.CV2015
Seeing through the Human Reporting Bias: Visual Classifiers from Noisy Human-Centric Labels
Ishan Misra, C. Lawrence Zitnick, Margaret Mitchell +1
When human annotators are given a choice about what to label in an image, they apply their own subjective judgments on what to ignore and what to mention. We refer to these noisy "…
cs.CV2015★ 23 cited
Watch and Learn: Semi-Supervised Learning of Object Detectors from Videos
Ishan Misra, Abhinav Shrivastava, Martial Hebert
We present a semi-supervised approach that localizes multiple unknown object instances in long videos. We start with a handful of labeled boxes and iteratively learn and label hund…