VISALOGY: Answering Visual Analogy Questions

@inproceedings{Sadeghi2015VISALOGYAV,
  title={VISALOGY: Answering Visual Analogy Questions},
  author={Fereshteh Sadeghi and C. Lawrence Zitnick and Ali Farhadi},
  booktitle={NIPS},
  year={2015}
}
Natural Image Analogies (Test on Unseen analogies to evaluate generalization) Synthesized Image Analogies ( variable distractor set size D) Analogy questions using natural images: Various Attributes & Actions 112 phrases (14 categories, 22 properties) Analogy questions using synthesize images of chairs Styles as categories, Poses as properties ( ~1400 styles, 31 poses) Question Our Answer Baseline (fc7 Alexnet) Baseline (fc7 Alexnet) Baseline (fc7 Alexnet) Our Answer Our Answer Question… CONTINUE READING
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