Simplicial Embeddings in Self-Supervised Learning and Downstream Classification.
Samuel LavoieChristos TsirigotisMax SchwarzerAnkit VaniMichael NoukhovitchKenji KawaguchiAaron C. CourvillePublished in: ICLR (2023)
Keyphrases
- supervised learning
- learning algorithm
- learning process
- incremental learning
- learning tasks
- unsupervised learning
- feature space
- discriminative learning
- learning problems
- learning systems
- online learning
- classification accuracy
- feature vectors
- decision trees
- statistical learning
- feature selection
- pattern classification
- neural network
- prior knowledge
- dictionary learning
- cost sensitive
- face recognition
- vector space
- pattern recognition
- support vector machine svm
- training samples
- preprocessing
- artificial neural networks
- text classification