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🔗 Source: forestlinma.com
📊 Size: 1.43 MB
👤 Author: Bairui Wang, Lin Ma, Wei Zhang, Wei Liu
⬇️ Downloads: 107

Summary

The encoder-decoder generates a sentence description based on encoded video semantic features, while the reconstructor reproduces the video features based on the decoder's hidden state sequence. The RecNet is trained end-to-end, jointly minimizing generation and reconstruction losses. Experimental results demonstrate significant gains in video caption accuracy. The contributions include proposing the RecNet architecture, customizing two types of reconstructors, and achieving state-of-the-art results on benchmark datasets.

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The encoder-decoder generates a sentence description based on encoded video semantic features, while the reconstructor reproduces the video features based on...

Technical Information

  • File Format: PDF
  • File Size: 1.43 MB
  • Pages: 10
  • Language: EN
  • Author: Bairui Wang, Lin Ma, Wei Zhang, Wei Liu
  • Total Downloads: 107
  • Last Updated: 6 days ago

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