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103 Results
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Poster
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Thu 4:30 |
Time Series Diffusion in the Frequency Domain Jonathan Crabbé · Nicolas Huynh · Jan Stanczuk · M van der Schaar |
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Affinity Workshop
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Transformer-Based Astronomical Time Series Model with Uncertainty Estimation for Detecting Misclassified Instances Martina Cádiz-Leyton · Guillermo Cabrera-Vives · Cristobal Donoso · Daniel Moreno-Cartagena · Pavlos Protopapas |
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Oral Session
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Tue 1:30 |
Oral 1E Time Series |
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Poster
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Tue 4:30 |
Optimal Recurrent Network Topologies for Dynamical Systems Reconstruction Christoph Jürgen Hemmer · Manuel Brenner · Florian Hess · Daniel Durstewitz |
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Workshop
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E-ProTran: Efficient Probabilistic Transformers for Forecasting Batuhan Koyuncu · Tim N Bauerschmidt · Isabel Valera |
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Poster
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Thu 4:30 |
A Tensor Decomposition Perspective on Second-order RNNs Maude Lizaire · Michael Rizvi-Martel · Marawan Gamal · Guillaume Rabusseau |
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Poster
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Wed 2:30 |
Amortized Equation Discovery in Hybrid Dynamical Systems Yongtuo Liu · Sara Magliacane · Miltiadis (Miltos) Kofinas · Efstratios Gavves |
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Workshop
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Datasets for Time Series Foundation Models Arjun Choudhry · Konrad Szafer · Mononito Goswami · Yifu Cai · Artur Dubrawski |
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Workshop
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Forecasting Smog Clouds With Deep Learning: A Proof-Of-Concept Valentijn Oldenburg · Juan Cardenas-Cartagena · Matias Valdenegro-Toro |
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Poster
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Thu 2:30 |
Memoria: Resolving Fateful Forgetting Problem through Human-Inspired Memory Architecture Sangjun Park · JinYeong Bak |
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Poster
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Thu 2:30 |
An Analysis of Linear Time Series Forecasting Models William Toner · Luke Darlow |
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Poster
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Thu 2:30 |
Timer: Generative Pre-trained Transformers Are Large Time Series Models Yong Liu · Haoran Zhang · Chenyu Li · Xiangdong Huang · Jianmin Wang · Mingsheng Long |