Features of a CNN overlap, reducing this leads to better generalization
arxiv.org2 pointsby iamaaditya0 comments
Model Q+I [1] Q+I+C [1] ATT 1000 ATT Full
ACC. 0.2678 0.2939 0.4838 0.4651
Model Q+I [1] Q+I+C [1] ATT 1000 ATT Full
ACC. 0.2678 0.2939 0.4838 0.4651
Chen, K., Wang, J., Chen, L. C., Gao, H., Xu, W., & Nevatia, R. (2015). ABC- CNN: An Attention Based Convolutional Neural Network for Visual Question Answering. arXiv preprint arXiv:1511.05960.
Xu, Huijuan, and Kate Saenko. "Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering." arXiv preprint arXiv:1511.05234(2015).