UniTS: A Universal Time Series Analysis Framework Powered by Self-Supervised Representation Learning.
Zhiyu LiangChen LiangZheng LiangHongzhi WangBo ZhengPublished in: SIGMOD Conference Companion (2024)
Keyphrases
- learning process
- learning scheme
- learning algorithm
- prior knowledge
- learning mechanism
- dynamic bayesian networks
- data sets
- learning tasks
- visual representation
- supervised learning
- active learning
- learning systems
- theoretical framework
- main contribution
- learning problems
- incremental learning
- design principles
- learning community
- image classification
- multi agent systems
- inference process
- distributed learning
- multiple representations