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35 Results
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Poster
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Thu 1:45 |
Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations Giovanni De Felice · Andrea Cini · Daniele Zambon · Vladimir Gusev · Cesare Alippi |
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Poster
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Fri 7:30 |
Towards Enhancing Time Series Contrastive Learning: A Dynamic Bad Pair Mining Approach Xiang Lan · Hanshu Yan · Shenda Hong · Mengling Feng |
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Poster
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Thu 1:45 |
TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series Arjun Ashok · Étienne Marcotte · Valentina Zantedeschi · Nicolas Chapados · Alexandre Drouin |
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Poster
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Thu 1:45 |
Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data YongKyung Oh · Dongyoung Lim · Sungil Kim |
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Poster
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Thu 7:30 |
Efficient Dynamics Modeling in Interactive Environments with Koopman Theory Arnab Mondal · Siba Smarak Panigrahi · Sai Rajeswar · Kaleem Siddiqi · Siamak Ravanbakhsh |
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Workshop
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Time Series for Patient Adherence Yin Li · Yu Xiong · Wenxin Fan · Kai Wang · Qingqing Yu · Si Liping · Patrick van der Smagt · Jun Tang · Nutan Chen |
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Poster
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Fri 1:45 |
Progressive Fourier Neural Representation for Sequential Video Compilation Haeyong Kang · Jaehong Yoon · DaHyun Kim · Sung Ju Hwang · Chang Yoo |
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Poster
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Wed 1:45 |
MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process Xinyao Fan · Yueying Wu · Chang XU · Yu-Hao Huang · Weiqing Liu · Jiang Bian |
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Poster
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Thu 7:30 |
ODEFormer: Symbolic Regression of Dynamical Systems with Transformers Stéphane d'Ascoli · Sören Becker · Philippe Schwaller · Alexander Mathis · Niki Kilbertus |
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Poster
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Thu 7:30 |
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors Ido Amos · Jonathan Berant · Ankit Gupta |
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Poster
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Wed 7:30 |
EasyTPP: Towards Open Benchmarking Temporal Point Processes Siqiao Xue · Xiaoming Shi · Zhixuan Chu · Yan Wang · Hongyan Hao · Fan Zhou · caigao jiang · Chen Pan · James Zhang · Qingsong Wen · JUN ZHOU · Hongyuan Mei |
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Poster
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Thu 1:45 |
Copula Conformal prediction for multi-step time series prediction Sophia Sun · Rose Yu |