bring EM algorithm and conducted a better routing mechanism than original Dynamic Routing
impair SGD and loss function plays the most important role in neural network
generic definition of Capsule in Deep Learning
Discussion date: 12th March
The capsule network is still in the very beginning, and the original accepted paper and its open source code from the author are inconsistent (see Sarasra/models, "no routing is used between Conv1 and PrimaryCapsules" from paper, but the code uses routing), we should pay attention whether it is valuable to discuss it or not. The most interesting idea from CapsNet its self-explanable and self-evident, it brings the idea of built-in interpretability for building deep models.
The capsule network is still in the very beginning, and the original accepted paper and its open source code from the author are inconsistent (see Sarasra/models, "no routing is used between Conv1 and PrimaryCapsules" from paper, but the code uses routing), we should pay attention whether it is valuable to discuss it or not. The most interesting idea from CapsNet its self-explanable and self-evident, it brings the idea of built-in interpretability for building deep models.