SchoolOfMa :: 7/20/2016
Recurrent neural networks
- Feedforward vs. recurrent (0:00)
- RNNs predicting characters (7:31)
- Text generation: Shakespeare, XML, LaTeX, recipes, TED, dictionaries, sci-fi, emojis, Trump (12:18)
- Architectures: sequence to sequence, captioning images (32:00)
- Dense-captioning images (46:41)
- Sequence to unit and misc applications (52:42)
- Sound/music: sequencing audio and MIDI (1:01:50)