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119 Results
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Workshop
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Dynamic Neural Fields for Learning Atlases of 4D Fetal MRI Time-series Zeen Chi · Zhongxiao Cong · Clinton Wang · Yingcheng Liu · Esra Abaci Turk · Ellen Grant · Mazdak Abulnaga · Polina Golland · Neel Dey |
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Workshop
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Lag-Llama: Towards Time-Series Foundation Models Kashif Rasul · Arjun Ashok · Marin Biloš · Andrew Williams · Arian Khorasani · George Adamopoulos · Rishika Bhagwatkar · Hena Ghonia · Nadhir Hassen · Anderson Schneider · Sahil Garg · Alexandre Drouin · Nicolas Chapados · Yuriy Nevmyvaka · Irina Rish |
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Workshop
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Evolving Domain Adaptation of Pretrained Language Models for Text Classification Yun-Shiuan Chuang · Rheeya Uppaal · Yi Wu · Luhang Sun · Makesh Narsimhan Sreedhar · Sijia Yang · Timothy T Rogers · Junjie Hu |
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Poster
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Thu 8:45 |
FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space Shengzhong Liu · Tomoyoshi Kimura · Dongxin Liu · Ruijie Wang · Jinyang Li · Suhas Diggavi · Mani Srivastava · Tarek Abdelzaher |
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Workshop
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Long Time Series Data Release from Broadband Axion Dark Matter Experiment Jessica Fry · Aobo Li |
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Poster
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Thu 15:00 |
An Optimization-based Approach To Node Role Discovery in Networks: Approximating Equitable Partitions Michael Scholkemper · Michael T Schaub |
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Poster
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Wed 8:45 |
Modulated Neural ODEs Ilze Amanda Auzina · Çağatay Yıldız · Sara Magliacane · Matthias Bethge · Efstratios Gavves |
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Affinity Workshop
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Mon 13:30 |
Gaussian Processes for Time Series with Lead-Lag Effects Wancen Mu · Eric Davis · Kathleen Reed · Douglas Phanstiel · Michael Love · Didong Li |
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Poster
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Wed 15:00 |
Neural Lad: A Neural Latent Dynamics Framework for Times Series Modeling ting li · Jianguo Li · Zhanxing Zhu |
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Workshop
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Self-Distilled Representation Learning for Time Series Felix Pieper · Konstantin Ditschuneit · Martin Genzel · Alexandra Lindt · Johannes Otterbach |
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Workshop
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Clinical Time Series Imputation using Conditional Information Bottleneck MinGyu Choi · Changhee Lee |
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Poster
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Wed 15:00 |
Finding Order in Chaos: A Novel Data Augmentation Method for Time Series in Contrastive Learning Berken Utku Demirel · Christian Holz |