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D3: Data Diversity Design for Systematic Generalization in Visual Question Answering
Systematic generalization is a crucial aspect of intelligence, which ref...
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Transformer Module Networks for Systematic Generalization in Visual Question Answering
Transformer-based models achieve great performance on Visual Question An...
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The Foes of Neural Network's Data Efficiency Among Unnecessary Input Dimensions
Datasets often contain input dimensions that are unnecessary to predict ...
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How Modular Should Neural Module Networks Be for Systematic Generalization?
Neural Module Networks (NMNs) aim at Visual Question Answering (VQA) via...
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