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2019-08-13-PAPER-REVIEW-0003.md

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PAPER-REVIEW-0003, Attention on Attention for Image Captioning
RESEARCH
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RESEARCH

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Contents

{:.no_toc}

  • ToC {:toc}

## **Abstract** - information vector - attention gate - attended information





1. Introduction





2. Related Work

2.1. Image Captioning





2.2. Attention Mechanisms





2.3. Other Work





2.4. Summarization





3. Method

3.1. Attention on Attention





3.2. AoANet for Image Captioning




3.2.1 Encoder with AoA




3.2.2 Decoder with AoA





3.3. Training and Objectives





3.4. Implementation Details





## **4. Experiments** ### ***4.1. Dataset***




4.2. Quantitative Analysis





4.3. Qualitative Analysis





4.4. Ablative Analysis





4.5. Human Evaluation





4.6. Generalization





5. Conclusion





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