Simplicial Embeddings in Self-Supervised Learning and Downstream Classification.
Samuel LavoieChristos TsirigotisMax SchwarzerKenji KawaguchiAnkit VaniAaron C. CourvillePublished in: CoRR (2022)
Keyphrases
- supervised learning
- statistical learning
- discriminative learning
- learning phase
- pattern recognition
- learning systems
- prior knowledge
- support vector machine svm
- unsupervised learning
- support vector machine
- machine learning
- dictionary learning
- incremental learning
- pattern classification
- learning algorithm
- active learning
- learning process
- feature extraction
- support vector
- machine learning methods
- structured output
- data sets
- inductive inference
- automatic classification
- classification models
- preprocessing
- feature space
- image classification
- classification method
- classification algorithm
- decision rules
- svm classifier
- classification accuracy
- knowledge acquisition
- online learning