Deep and fast: Deep learning hashing with semi-supervised graph construction.
Jingkuan SongLianli GaoFuhao ZouYan YanNicu SebePublished in: Image Vis. Comput. (2016)
Keyphrases
- deep learning
- graph construction
- semi supervised
- unsupervised learning
- semi supervised learning
- weakly supervised
- unsupervised feature learning
- graph based semi supervised learning
- semi supervised classification
- nearest neighbor search
- labeled data
- supervised learning
- label propagation
- k nearest neighbor
- pairwise
- knn
- machine learning
- active learning
- unlabeled data
- hash functions
- pairwise constraints
- nearest neighbor
- mental models
- sparse coding
- generative model
- prior knowledge
- higher order
- subspace learning
- label information
- computer vision
- spectral clustering
- maximum likelihood
- neural network