Time-series Change Point Detection with Self-Supervised Contrastive Predictive Coding.
Shohreh DeldariDaniel V. SmithHao XueFlora D. SalimPublished in: CoRR (2020)
Keyphrases
- change point detection
- predictive coding
- non stationary
- change point
- singular spectrum analysis
- concept drift
- sequential data
- motion compensated
- lossless compression
- video coding
- outlier detection
- binary tree
- entropy coding
- arithmetic coding
- image compression
- data compression
- data streams
- bit rate
- natural images
- hidden markov models