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35 Results
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Workshop
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Exposing Limitations of Language Model Agents in Sequential-Task Compositions on the Web Hiroki Furuta · Yutaka Matsuo · Aleksandra Faust · Izzeddin Gur |
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Workshop
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Rough Transformers for Continuous and Efficient Time-Series Modelling Fernando Moreno-Pino · Alvaro Arroyo · Harrison Waldon · Xiaowen Dong · Alvaro Cartea |
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Poster
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Wed 7:30 |
Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values Xiaodan Chen · Xiucheng Li · Bo Liu · Zhijun Li |
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Poster
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Tue 7:30 |
iTransformer: Inverted Transformers Are Effective for Time Series Forecasting Yong Liu · Tengge Hu · Haoran Zhang · Haixu Wu · Shiyu Wang · Lintao Ma · Mingsheng Long |
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Poster
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Thu 1:45 |
TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting Shiyu Wang · Haixu Wu · Xiaoming Shi · Tengge Hu · Huakun Luo · Lintao Ma · James Zhang · JUN ZHOU |
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Poster
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Tue 1:45 |
Soft Contrastive Learning for Time Series Seunghan Lee · Taeyoung Park · Kibok Lee |
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Poster
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Fri 1:45 |
Learning to Embed Time Series Patches Independently Seunghan Lee · Taeyoung Park · Kibok Lee |
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Poster
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Fri 1:45 |
FITS: Modeling Time Series with Parameters Zhijian Xu · Ailing Zeng · Qiang Xu |
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Poster
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Fri 7:30 |
Inherently Interpretable Time Series Classification via Multiple Instance Learning Joseph Early · Gavin Cheung · Kurt Cutajar · Hanting Xie · Jas Kandola · Niall Twomey |
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Poster
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Wed 7:30 |
Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators Lifan Zhao · Yanyan Shen |
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Poster
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Tue 1:45 |
Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation Konstantin Hess · Valentyn Melnychuk · Dennis Frauen · Stefan Feuerriegel |
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Poster
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Wed 7:30 |
TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts Hyunwook Lee · Sungahn Ko |