Visualizing Deep Convolutional Neural Networks Using Natural Pre-images

Author:

Mahendran AravindhORCID,Vedaldi Andrea

Funder

BP

ERC-STG

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Software

Reference55 articles.

1. Bishop, C. M. (1995). Neural networks for pattern recognition. Oxford: Clarendon Press.

2. Chatfield, K., Simonyan, K., Vedaldi, A., & Zisserman, A. (2014). Return of the devil in the details: Delving deep into convolutional nets. In Proceedings of BMVC.

3. Chen, Y., Ranftl, R., & Pock, T. (2014). A bi-level view of inpainting-based image compression. In Proceedings of computer vision winter workshop.

4. Csurka, G., Dance, C. R., Dan, L., Willamowski, J., & Bray, C. (2004). Visual categorization with bags of keypoints. In Proceedings of ECCV workshop on statistical learning in computer vision.

5. Dalal, N., & Triggs, B. (2005). Histograms of oriented gradients for human detection. In CVPR.

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