Instructor
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| Elisa Sayrol (ES) |
Slides
Related Work & Resources
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Glorot, Xavier, Antoine Bordes, and Yoshua Bengio. “Deep sparse rectifier neural networks.” In International Conference on Artificial Intelligence and Statistics, pp. 315-323. 2011.
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Vincent Dumoulin, Francesco Visin, “A guide to convolution arithmetic for deep learning”. arXiv:1603.07285 (2016)
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He, Kaiming, Xiangyu Zhang, Shaoqing Ren, and Jian Sun. “Delving deep into rectifiers: Surpassing human-level performance on imagenet classification.” In Proceedings of the IEEE International Conference on Computer Vision, pp. 1026-1034. 2015.
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Mallat, Stéphane. “Understanding deep convolutional networks.” Phil. Trans. R. Soc. A 374, no. 2065 (2016): 20150203.