Transfer Learning Materials

Keep Updating…. Thesis: Deep Learning Models for Unsupervised and Transfer Learning PhD Thesis, University of Toronto, May 2017 Transfer Learning Techniques for Deep Neural Nets , Steven Michael Gutstein, 2010 Feature-based Transfer Learning and Real-world applications, Sinno Jialin Pan Survey: (with Reinforcement Learning 2009) (2009) (applications) (2017) (2017) (Multi-task Learning)…Read more »

What’s next: seq2seq models

The short blog contains my notes from Seq2seq Tutorial. Please leave comments if you are interested in this topic. Seq2seq model is a typical model which takes sequences as inputs and another sequence as the outputs. What are sequences? Think about an article as a sequence of words or a video file as a sequence…Read more »