Investigating the Role of Negatives in Contrastive Representation Learning.
Jordan T. AshSurbhi GoelAkshay KrishnamurthyDipendra MisraPublished in: AISTATS (2022)
Keyphrases
- learning tasks
- learning process
- learning systems
- reinforcement learning
- incremental learning
- prior knowledge
- active learning
- inductive learning
- image representation
- qualitative models
- inductive inference
- learning scheme
- learning problems
- semi supervised learning
- genetic algorithm
- empirical studies
- knowledge acquisition
- online learning
- learning algorithm