Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE.
Junya ChenZhe GanXuan LiQing GuoLiqun ChenShuyang GaoTagyoung ChungYi XuBelinda ZengWenlian LuFan LiLawrence CarinChenyang TaoPublished in: CoRR (2021)
Keyphrases
- learning environment
- learning processes
- e learning
- learning experience
- learning strategies
- learning systems
- language learning
- learning materials
- learning resources
- learning process
- learning outcomes
- high dimensional data
- learning styles
- collaborative learning
- dimensionality reduction
- learning activities
- high dimensional
- concept mapping
- high dimensionality
- learning situations
- knowledge construction
- dimension reduction
- learning content
- learning community
- highly efficient
- lifelong learning
- professional development
- memory efficient
- learning objects
- meta cognitive
- communication skills
- significantly greater