STAT946F17/ Learning a Probabilistic Latent Space of Object Shapes via 3D GAN
Introduction
Model
Theory of Recurrent Neural Networks
RNN Architecture by Graves, 2013
Long Short-Term Memory Recurrent Neural Network (LSTM)
Input and Output Data Transformation
Training and Results
Training Method
Scoring Method
Results
Some developments of LSTM
Open questions
Source
Sutskever, I. Vinyals, O. & Le. Q. V. Sequence to sequence learning with neural networks. In Proc. Advances in Neural Information Processing Systems 27 3104–3112 (2014). <references />