Ask Your Neurons: A Neural-Based Approach to Answering Questions about Images

@article{Malinowski2015AskYN,
  title={Ask Your Neurons: A Neural-Based Approach to Answering Questions about Images},
  author={Mateusz Malinowski and Marcus Rohrbach and Mario Fritz},
  journal={2015 IEEE International Conference on Computer Vision (ICCV)},
  year={2015},
  pages={1-9}
}
We address a question answering task on real-world images that is set up as a Visual Turing Test. By combining latest advances in image representation and natural language processing, we propose Neural-Image-QA, an end-to-end formulation to this problem for which all parts are trained jointly. In contrast to previous efforts, we are facing a multi-modal problem where the language output (answer) is conditioned on visual and natural language input (image and question). Our approach Neural-Image… CONTINUE READING
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