Blogs

Paper Summary: Maxout Networks [link]

Goodfellow, Ian, et al. “Maxout networks.” International conference on machine learning. PMLR, 2013

Paper Summary: Adam: A Method for Stochastic Optimization [link]

Kingma, Diederik P., and Jimmy Ba. arXiv preprint arXiv:1412.6980 (2014)

Paper Summary: On the importance of initialization and momentum in deep learning [link]

Sutskever, Ilya, et al. International conference on machine learning. PMLR, 2013

Paper Summary: Understanding the difficulty of training deep feedforward neural networks [link]

Krizhevsky, Alex, Ilya Sutskever, and Geoffrey E. Hinton. Advances in neural information processing systems 25 (2012)

Paper Summary: ImageNet Classification with Deep Convolutional Neural Networks [link]

Glorot, Xavier, and Yoshua Bengio. JMLR Workshop and Conference Proceedings, 2010