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97 Results
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Affinity Event
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Feasibility of Forecasting Highly Resolved Power Grid Frequency Utilizing Deep Learning Hadeer El Ashhab · Benjamin Schäfer · Sebastian Pütz · Matthias Hertel · Ralf Mikut · Markus Götz · Veit Hagenmeyer |
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Affinity Event
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Improving Pavement Temperature Forecasting: Using Temporal Fusion Transformer and Context Enhancement Module Bizu Melesse Birru · Sofanit Wubeshet |
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Affinity Event
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Scaling Foundation Models for Time Series Forecasting · Gunjan Jalori · Sercan Arik |
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Poster
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Fri 16:30 |
DeMo: Decoupling Motion Forecasting into Directional Intentions and Dynamic States Bozhou Zhang · Nan Song · Li Zhang |
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Poster
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Thu 16:30 |
Structured Matrix Basis for Multivariate Time Series Forecasting with Interpretable Dynamics Xiaodan Chen · Xiucheng Li · Xinyang Chen · Zhijun Li |
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Poster
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Thu 16:30 |
Approaching Human-Level Forecasting with Language Models Danny Halawi · Fred Zhang · Chen Yueh-Han · Jacob Steinhardt |
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Poster
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Thu 16:30 |
BackTime: Backdoor Attacks on Multivariate Time Series Forecasting Xiao Lin · Zhining Liu · Dongqi Fu · Ruizhong Qiu · Hanghang Tong |
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Poster
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Thu 11:00 |
Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting Zongjiang Shang · Ling Chen · Binqing Wu · Dongliang Cui |
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Poster
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Fri 16:30 |
CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns Shengsheng Lin · Weiwei Lin · Xinyi HU · Wentai Wu · Ruichao Mo · Haocheng Zhong |
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Poster
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Wed 16:30 |
ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series Transformer Jiawen Zhang · Shun Zheng · Xumeng Wen · Xiaofang Zhou · Jiang Bian · Jia Li |
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Poster
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Thu 11:00 |
Sim2Real-Fire: A Multi-modal Simulation Dataset for Forecast and Backtracking of Real-world Forest Fire Yanzhi Li · Keqiu Li · LI GUOHUI · zumin wang · Chanqing Ji · Lubo Wang · Die Zuo · Qing Guo · Feng Zhang · Manyu Wang · Di Lin |
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Poster
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Thu 11:00 |
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting Tung Nguyen · Rohan Shah · Hritik Bansal · Troy Arcomano · Romit Maulik · Rao Kotamarthi · Ian Foster · Sandeep Madireddy · Aditya Grover |