Pyraformer: Low-Complexity Pyramidal Attention for Long-Range Time Series Modeling and Forecasting.
Shizhan LiuHang YuCong LiaoJianguo LiWeiyao LinAlex X. LiuSchahram DustdarPublished in: ICLR (2022)
Keyphrases
- low complexity
- long range
- short range
- motion estimation
- computational complexity
- long range correlations
- conditional random fields
- distributed video coding
- lower complexity
- multiresolution
- information extraction
- non stationary
- probabilistic model
- optical flow
- video streaming
- pairwise
- mode decision
- forecasting accuracy
- three dimensional