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Neural-Symbolic VQA - Disentangling Reasoning from Vision and Language Understanding

Neural-Symbolic VQA - Disentangling Reasoning from Vision and Language Understanding

UCF CRCV via YouTube Direct link

Quantitative results on CLEVR

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Quantitative results on CLEVR

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Neural-Symbolic VQA - Disentangling Reasoning from Vision and Language Understanding

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  1. 1 Intro
  2. 2 Visual Question Answering
  3. 3 Task Breakdown
  4. 4 Architecture Overview
  5. 5 Question Parsing
  6. 6 Program Execution
  7. 7 Training
  8. 8 Quantitative results on CLEVR
  9. 9 CLEVR-Humans & Results
  10. 10 New Scenes: Minecraft
  11. 11 Summary

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