Paper-Conference

CoNAN: A Complementary Neighboring-based Attention Network for Referring Expression Generation
Daily scenes are complex in the real world due to occlusion, undesired lighting conditions, etc. Although humans handle those …
Jungjun Kim, Hanbin Ko, Jialin Wu
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Self-Critical Reasoning for Robust Visual Question Answering
Visual Question Answering (VQA) deep-learning systems tend to capture superficial statistical correlations in the training data because …
Jialin Wu, Raymond J. Mooney
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Generating Question Relevant Captions to Aid Visual Question Answering
Visual question answering (VQA) and image captioning require a shared body of general knowledge connecting language and vision. We …
Jialin Wu, Zeyuan Hu, Raymond J. Mooney
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Dynamic Filtering with Large Sampling Field for Convnets
We propose a dynamic filtering strategy with large sampling field for ConvNets (LS-DFN), where the position-specific kernels learn from …
Jialin Wu, Dai Li, Yu Yang, Chandrajit Bajaj, Xiangyang Ji
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