Deep Neural Networks

• SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization (ICML 2017)

• Sentiment Analysis

Memory Issue

• https://www.topbots.com/how-solve-memory-challenges-deep-learning-neural-networks-graphcore/
• Security Risks in Deep Learning Implementations

Sequence to sequence

• Convolutional Sequence to Sequence Learning (ICML 2017)
• Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control (ICML 2017)
• Sequence to Better Sequence: Continuous Revision of Combinatorial Structures (ICML 2017)

Sequence/Stream Classification

• A Brief Survey on Sequence Classification
• Data Stream Clustering: A Survey
• A survey on data stream clustering and classification
• Pattern Based Sequence Classification

RNN assisted Archtecture design

• Learning Memory Access Patterns