Zero-Shot Recognition via Structured Prediction

@inproceedings{Zhang2016ZeroShotRV,
  title={Zero-Shot Recognition via Structured Prediction},
  author={Ziming Zhang and Venkatesh Saligrama},
  booktitle={ECCV},
  year={2016}
}
• Test-time: For each image feature , identify max scoring source descriptor from a collection of (unseen) classes, and label the test image using the label of the source descriptor. This Paper : Transductive Zero-Shot Recognition • Problem: projection domain shift between source and target data leads to ZSR degradation. • Solution: Model domain shift as small distortion in predicted cluster centers based on seen classes. Then solve a structured matching problem to improve alignment between… CONTINUE READING
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