Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning.

Mehdi Sajjadi Mehran Javanmardi Tolga Tasdizen

Published in: CoRR (2016)

Keyphrases

semi supervised learning
regularization framework
manifold regularization
semi supervised
unlabeled data
multi view learning
labeled data
semi supervised classification

supervised learning
active learning
machine learning
unsupervised learning
label propagation
co training
semi supervised learning algorithms
learning problems

labeled and unlabeled data
graph laplacian
training data
domain adaptation
improve the classification accuracy
semi supervised learning methods
graph based semi supervised learning

learning models
multi view
pairwise
reproducing kernel hilbert space
class labels
training set
object recognition