Contrastive Learning Relies More on Spatial Inductive Bias Than Supervised Learning: An Empirical Study.
Yuanyi ZhongHaoran TangJun-Kun ChenYu-Xiong WangPublished in: ICCV (2023)
Keyphrases
- supervised learning
- learning algorithm
- inductive bias
- reinforcement learning
- learning tasks
- learning process
- learning problems
- active learning
- unsupervised learning
- prior knowledge
- machine learning
- knowledge transfer
- inductive learning
- training examples
- special case
- support vector
- decision trees
- hypothesis space
- data sets