Instructor
 |
|---|
| Kevin McGuinness (KM) |
Slides
Video lecture
(to be added)
Related work
- Ioffe, Sergey, and Christian Szegedy. “Batch normalization: Accelerating deep network training by reducing internal covariate shift.” arXiv preprint arXiv:1502.03167 (2015). Review
- Zeiler, Matthew D., and Rob Fergus. “Stochastic pooling for regularization of deep convolutional neural networks.” ICLR 2013.
- Jaderberg, Max, Karen Simonyan, and Andrew Zisserman. Spatial transformer networks. Advances in Neural Information Processing Systems 2015. (Video and Slides by Victor Campos])
- Courbariaux, Matthieu, Yoshua Bengio, and Jean-Pierre David. “BinaryConnect: Training Deep Neural Networks with binary weights during propagations.” In Advances in Neural Information Processing Systems, pp. 3105-3113. 2015.