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Oral
Tue Jul 23 01:30 AM -- 01:45 AM (PDT) @ Straus 1-3 None
SparseTSF: Modeling Long-term Time Series Forecasting with *1k* Parameters
In Oral 1E Time Series
Shengsheng Lin · Weiwei Lin · Wentai Wu · Haojun Chen · Junjie Yang
[ Slides] 
Oral
Tue Jul 23 01:45 AM -- 02:00 AM (PDT) @ Straus 1-3 None
Arrows of Time for Large Language Models
In Oral 1E Time Series
Vassilis Papadopoulos · Jérémie Wenger · Clement Hongler
[ Slides] 
Oral
Tue Jul 23 02:00 AM -- 02:15 AM (PDT) @ Straus 1-3 None
Unified Training of Universal Time Series Forecasting Transformers
In Oral 1E Time Series
Gerald Woo · Chenghao Liu · Akshat Kumar · Caiming Xiong · Silvio Savarese · Doyen Sahoo
[ Slides] 
Oral
Tue Jul 23 02:15 AM -- 02:30 AM (PDT) @ Straus 1-3 None
SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention
In Oral 1E Time Series
Romain Ilbert · Ambroise Odonnat · Vasilii Feofanov · Aladin Virmaux · Giuseppe Paolo · Themis Palpanas · Ievgen Redko