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72 Results
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Workshop
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Scalable Spatiotemporal Graph Neural Networks Andrea Cini · Ivan Marisca · Filippo Maria Bianchi · Cesare Alippi |
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Poster
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Tue 9:00 |
Learning Latent Seasonal-Trend Representations for Time Series Forecasting Zhiyuan Wang · Xovee Xu · Weifeng Zhang · Goce Trajcevski · Ting Zhong · Fan Zhou |
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Workshop
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Learning Heterogeneous Interaction Strengths by Trajectory Prediction with Graph Neural Network Seungwoong Ha · Hawoong Jeong |
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Poster
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Wed 9:00 |
Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations Ivan Marisca · Andrea Cini · Cesare Alippi |
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Poster
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Thu 9:00 |
Distinguishing discrete and continuous behavioral variability using warped autoregressive HMMs Julia Costacurta · Lea Duncker · Blue Sheffer · Winthrop Gillis · Caleb Weinreb · Jeffrey Markowitz · Sandeep R Datta · Alex Williams · Scott Linderman |
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Workshop
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Fri 12:30 |
Contrastive Pre-Training for Multimodal Medical Time Series Aniruddh Raghu · Payal Chandak · Ridwan Alam · John Guttag · Collin Stultz |
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Poster
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Tue 14:00 |
FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting Tian Zhou · Ziqing MA · xue wang · Qingsong Wen · Liang Sun · Tao Yao · Wotao Yin · Rong Jin |
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Affinity Workshop
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Simulating Health Time Series by Data Augmentation Louis Gomez · Adedolapo Toye · Robert Hum · Samantha Kleinberg |
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Poster
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Thu 9:00 |
Change Event Dataset for Discovery from Spatio-temporal Remote Sensing Imagery Utkarsh Mall · Bharath Hariharan · Kavita Bala |
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Poster
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Thu 14:00 |
SIXO: Smoothing Inference with Twisted Objectives Dieterich Lawson · Allan Raventós · andrew warrington · Scott Linderman |
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Poster
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Thu 9:00 |
Diagonal State Spaces are as Effective as Structured State Spaces Ankit Gupta · Albert Gu · Jonathan Berant |
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Poster
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Tue 9:00 |
AZ-whiteness test: a test for signal uncorrelation on spatio-temporal graphs Daniele Zambon · Cesare Alippi |