deepaksaini119 / dl_papers

Deep Learning Papers

Readings for the Deep Learning Course at IIT in second semester of 2016-2017 under Prof. Parag Singla Papers included(in order as the numbering of the filenames):

• Deep Residual Learning for Image Recognition
• Attention Is All You Need
• Deep Learning for Extreme Multi-label Text Classification
• WAVENET: A GENERATIVE MODEL FOR RAW AUDIO
• DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
• Structured prediction models for RNN based sequence labeling in clinical text
• Neural Turing Machines
• End-To-End Memory Networks
• Generative Adversarial Nets
• Auto-Encoding Variational Bayes
• Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
• Asynchronous Methods for Deep Reinforcement Learning