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26 Results
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Poster
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Wed 9:00 |
What went wrong and when? Instance-wise feature importance for time-series black-box models Sana Tonekaboni · Shalmali Joshi · Kieran Campbell · David Duvenaud · Anna Goldenberg |
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Poster
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Wed 21:00 |
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting Defu Cao · Yujing Wang · Juanyong Duan · Ce Zhang · Xia Zhu · Congrui Huang · Yunhai Tong · Bixiong Xu · Jing Bai · Jie Tong · Qi Zhang |
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Spotlight
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Wed 19:10 |
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting Defu Cao · Yujing Wang · Juanyong Duan · Ce Zhang · Xia Zhu · Congrui Huang · Yunhai Tong · Bixiong Xu · Jing Bai · Jie Tong · Qi Zhang |
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Poster
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Wed 9:00 |
High-recall causal discovery for autocorrelated time series with latent confounders Andreas Gerhardus · Jakob Runge |
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Poster
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Thu 9:00 |
Neural Controlled Differential Equations for Irregular Time Series Patrick Kidger · James Morrill · James Foster · Terry Lyons |
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Poster
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Tue 21:00 |
Benchmarking Deep Learning Interpretability in Time Series Predictions Aya Abdelsalam Ismail · Mohamed Gunady · Hector Corrada Bravo · Soheil Feizi |
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Poster
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Thu 21:00 |
Deep reconstruction of strange attractors from time series William Gilpin |
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Poster
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Tue 9:00 |
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen · Aaron Hertzmann · Jaakko Lehtinen · Sylvain Paris |
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Spotlight
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Thu 8:20 |
Neural Controlled Differential Equations for Irregular Time Series Patrick Kidger · James Morrill · James Foster · Terry Lyons |
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Workshop
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Fri 9:00 |
Invited Talk: Elizabeth Munch: Persistent Homology of Complex Networks for Dynamic State Detection in Time Series Elizabeth Munch |
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Poster
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Tue 21:00 |
Fine-Grained Dynamic Head for Object Detection Lin Song · Yanwei Li · Zhengkai Jiang · Zeming Li · Hongbin Sun · Jian Sun · Nanning Zheng |
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Demonstration
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Tue 6:20 |
tspDB: Time Series Predict DB Anish Agarwal · Abdullah Alomar · Devavrat Shah |