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124 Results
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Poster
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Wed 4:30 |
A decoder-only foundation model for time-series forecasting Abhimanyu Das · Weihao Kong · Rajat Sen · Yichen Zhou |
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Affinity Workshop
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Mon 5:15 |
DynaGraph: Dynamic Contrastive Graph for Interpretable Multi-label Prediction using Time-Series EHR Data |
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Poster
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Wed 4:30 |
Efficient and Effective Time-Series Forecasting with Spiking Neural Networks Changze Lv · Yansen Wang · Dongqi Han · Xiaoqing Zheng · Xuanjing Huang · Dongsheng Li |
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Workshop
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DynaGraph: Dynamic Contrastive Graph for Interpretable Multi-label Prediction using Time-Series EHR Data Munib Mesinovic · Soheila Molaei · Peter Watkinson · Tingting Zhu |
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Workshop
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Conditional Flow Matching for Time Series Modelling Ella Tamir · Najwa Laabid · Markus Heinonen · Vikas Garg · Arno Solin |
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Poster
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Tue 4:30 |
TimeSiam: A Pre-Training Framework for Siamese Time-Series Modeling Jiaxiang Dong · Haixu Wu · Yuxuan Wang · Yun-Zhong Qiu · Li Zhang · Jianmin Wang · Mingsheng Long |
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Poster
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Tue 2:30 |
MOMENT: A Family of Open Time-series Foundation Models Mononito Goswami · Konrad Szafer · Arjun Choudhry · Yifu Cai · Shuo Li · Artur Dubrawski |
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Workshop
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A Classifier-Based Approach to Multi-Class Anomaly Detection Applied to Astronomical Time-Series Daniel Muthukrishna · Rithwik Gupta |
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Workshop
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Decomposed Linear Dynamical Systems (dLDS) for identifying the latent dynamics underlying high-dimensional time-series Noga Mudrik · Yenho Chen · Eva Yezerets · Christopher Rozell · Adam Charles |
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Poster
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Thu 2:30 |
Time-Series Forecasting for Out-of-Distribution Generalization Using Invariant Learning Haoxin Liu · Harshavardhan Kamarthi · Lingkai Kong · Zhiyuan Zhao · Chao Zhang · B. Aditya Prakash |
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Poster
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Wed 4:30 |
TimeX++: Learning Time-Series Explanations with Information Bottleneck Zichuan Liu · Tianchun Wang · Jimeng Shi · Xu Zheng · Zhuomin Chen · Lei Song · Wenqian Dong · Jayantha Obeysekera · Farhad Shirani · Dongsheng Luo |
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Affinity Workshop
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Mon 5:00 |
Transformer-Based Astronomical Time Series Model with Uncertainty Estimation for Detecting Misclassified Instances |