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97 Results
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Poster
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Fri 16:30 |
Motion Forecasting in Continuous Driving Nan Song · Bozhou Zhang · Xiatian Zhu · Li Zhang |
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Poster
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Wed 16:30 |
DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching Donghao Luo · Xue Wang |
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Poster
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Wed 16:30 |
Rethinking Fourier Transform from A Basis Functions Perspective for Long-term Time Series Forecasting Runze Yang · Longbing Cao · JIE YANG · li jianxun |
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Poster
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Fri 11:00 |
Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective Chengsen Wang · Qi Qi · Jingyu Wang · Haifeng Sun · Zirui Zhuang · Jinming Wu · Jianxin Liao |
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Poster
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Thu 11:00 |
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields David Knigge · David Wessels · Riccardo Valperga · Samuele Papa · Jan-jakob Sonke · Erik Bekkers · Efstratios Gavves |
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Poster
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Wed 16:30 |
CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting Jianrong Ding · Zhanyu Liu · Guanjie Zheng · Haiming Jin · Linghe Kong |
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Poster
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Fri 11:00 |
Retrieval-Augmented Diffusion Models for Time Series Forecasting Jingwei Liu · Ling Yang · Hongyan Li · Shenda Hong |
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Poster
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Thu 16:30 |
ReMAP: Neural Model Reprogramming with Network Inversion and Retrieval-Augmented Mapping for Adaptive Motion Forecasting Sharmita Dey · Sarath Ravindran Nair |
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Poster
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Wed 11:00 |
Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks Joel Oskarsson · Tomas Landelius · Marc Deisenroth · Fredrik Lindsten |
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Poster
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Wed 16:30 |
PGN: The RNN's New Successor is Effective for Long-Range Time Series Forecasting Yuxin Jia · Youfang Lin · Jing Yu · Shuo Wang · Tianhao Liu · Huaiyu Wan |
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Poster
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Fri 11:00 |
Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting Jinliang Deng · Feiyang Ye · Du Yin · Xuan Song · Ivor Tsang · Hui Xiong |
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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 |