Code DAO
Apr 22, 2022 · Artificial Intelligence
Review: Semi‑Supervised Learning with Ladder Networks and Virtual Adversarial Training (VAT)
This article reviews Ladder Networks and the Γ‑Model for semi‑supervised learning, explains how they minimize supervised and unsupervised costs, presents experimental results on MNIST, CIFAR‑10 and SVHN, and details the Virtual Adversarial Training method with TensorFlow code.
CIFAR-10Ladder NetworksMNIST
0 likes · 9 min read