Geoffrey Hinton has finally expressed what many have been uneasy about. In a recent AI conference, Hinton remarked that he was “deeply suspicious” of back-propagation, and said “My view is throw it…
In the second part of our "A Mathless Guide to Neural Networks," we’ll take a look at why high-quality, labeled data is so important, where it comes from,..
by Computer Vision Department of NTRLab Suppose we are given a set of distinct points P = {(xi, yi) ∈ ℝm ×ℝ}i=1,...,n which we regard as a set of test samples xi ∈ ℝm with known answers yi ∈ ℝ.
Part I: Intuition (you are reading it now) Part II: How Capsules Work Part III: Dynamic Routing Between Capsules Part IV: CapsNet Architecture (coming soon) Quick announcement about our new…
H. Lin, M. Tegmark, and D. Rolnick. (2016)cite arxiv:1608.08225Comment: Replaced to match version published in Journal of Statistical Physics: https://link.springer.com/article/10.1007/s10955-017-1836-5 Improved refs & discussion, typos fixed. 16 pages, 3 figs.
V. Patraucean, A. Handa, and R. Cipolla. (2015)cite arxiv:1511.06309Comment: The experiments section has been extended and a direct application to weakly-supervised video segmentation through label propagation has been included.
K. Zhang, M. Sun, T. Han, X. Yuan, L. Guo, and T. Liu. (2016)cite arxiv:1608.02908Comment: IEEE Transactions on Circuits and Systems for Video Technology 2017.