AUC-CL: A Batchsize-Robust Framework for Self-Supervised Contrastive Representation Learning.
Rohan SharmaKaiyi JiZhiqiang XuChangyou ChenPublished in: ICLR (2024)
Keyphrases
- learning algorithm
- learning process
- learning scheme
- representation scheme
- reinforcement learning
- distributed learning
- active learning
- learning tasks
- intermediate representations
- machine learning
- dynamic bayesian networks
- design principles
- learning systems
- error rate
- unsupervised learning
- online learning
- supervised learning
- probabilistic model
- prior knowledge
- main contribution
- theoretical framework
- image representation
- learning problems
- learning mechanism
- visual representation
- representation language
- feature selection