TY  - UNPB
ID  - dl3-c04-1
TI  - Time2Vec: Learning a Vector Representation of Time
AU  - Seyed Mehran Kazemi
AU  - Rishab Goel
AU  - Sepehr Eghbali
AU  - Janahan Ramanan
AU  - Jaspreet Sahota
AU  - Sanjay Thakur
AU  - Stella Wu
AU  - Cathal Smyth
AU  - Pascal Poupart
AU  - Marcus Brubaker
PY  - 2019
T2  - arXiv author manuscript
UR  - https://arxiv.org/abs/1907.05321
N1  - Primary author record title, complete author list, submission history and abstract inspected through web tools on 2026-10-28. Full proof and benchmark execution not independently checked.
ER  - 

TY  - UNPB
ID  - dl3-c04-2
TI  - Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting
AU  - Bryan Lim
AU  - Sercan O. Arik
AU  - Nicolas Loeff
AU  - Tomas Pfister
PY  - 2019
T2  - arXiv author manuscript
UR  - https://arxiv.org/abs/1912.09363
N1  - Primary author record title, complete author list, submission history and abstract inspected through web tools on 2026-10-28. Full proof and benchmark execution not independently checked.
ER  - 

TY  - UNPB
ID  - dl3-c04-3
TI  - Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
AU  - Haoyi Zhou
AU  - Shanghang Zhang
AU  - Jieqi Peng
AU  - Shuai Zhang
AU  - Jianxin Li
AU  - Hui Xiong
AU  - Wancai Zhang
PY  - 2020
T2  - arXiv author manuscript
UR  - https://arxiv.org/abs/2012.07436
N1  - Primary author record title, complete author list, submission history and abstract inspected through web tools on 2026-10-28. Full proof and benchmark execution not independently checked.
ER  - 

TY  - UNPB
ID  - dl3-c04-4
TI  - Are Transformers Effective for Time Series Forecasting?
AU  - Ailing Zeng
AU  - Muxi Chen
AU  - Lei Zhang
AU  - Qiang Xu
PY  - 2022
T2  - arXiv author manuscript
UR  - https://arxiv.org/abs/2205.13504
N1  - Primary author record title, complete author list, submission history and abstract inspected through web tools on 2026-10-28. Full proof and benchmark execution not independently checked.
ER  - 

TY  - UNPB
ID  - dl3-c04-5
TI  - A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
AU  - Yuqi Nie
AU  - Nam H. Nguyen
AU  - Phanwadee Sinthong
AU  - Jayant Kalagnanam
PY  - 2022
T2  - arXiv author manuscript
UR  - https://arxiv.org/abs/2211.14730
N1  - Primary author record title, complete author list, submission history and abstract inspected through web tools on 2026-10-28. Full proof and benchmark execution not independently checked.
ER  - 

TY  - UNPB
ID  - dl3-c04-6
TI  - DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks
AU  - David Salinas
AU  - Valentin Flunkert
AU  - Jan Gasthaus
PY  - 2017
T2  - arXiv author manuscript
UR  - https://arxiv.org/abs/1704.04110
N1  - Primary author record title, complete author list, submission history and abstract inspected through web tools on 2026-10-28. Full proof and benchmark execution not independently checked.
ER  -