17 citations · 19 across the 6 of their papers we have counts for
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cs.LG2022
Probabilistic Decomposition Transformer for Time Series Forecasting
Junlong Tong, Liping Xie, Wankou Yang +1
Time series forecasting is crucial for many fields, such as disaster warning, weather prediction, and energy consumption. The Transformer-based models are considered to have revolu…
cs.LG2018
The Structure Transfer Machine Theory and Applications
Baochang Zhang, Lian Zhuo, Ze Wang +2
Representation learning is a fundamental but challenging problem, especially when the distribution of data is unknown. We propose a new representation learning method, termed Struc…