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432 Results
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Workshop
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Fine-Tuning a Time Series Foundation Model with Wasserstein Loss Andrei Chernov |
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Workshop
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Weakly-supervised Multi-sensor Anomaly Detection with Time-series Foundation Models Zelin He · Matthew Reimherr · Sarah Alnegheimish · Akash Chandrayan |
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Workshop
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Sun 14:00 |
Invited Talk by Qingsong Wen - LLM and Foundation Models for Time Series Analysis |
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Workshop
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Sun 12:00 |
Nanowire Neural Networks for time-series processing Veronica Pistolesi · Andrea Ceni · Claudio Gallicchio · Gianluca Milano · Carlo Ricciardi |
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Workshop
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Incorporating Metabolic Information into LLMs for Anomaly Detection in Clinical Time-Series Maxx Richard Rahman · Ruoxuan Liu · Wolfgang Maass |
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Workshop
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General-Purpose Brain Foundation Models for Time-Series Neuroimaging Data Mohammad Javad Darvishi Bayazi · Hena Ghonia · Roland Riachi · Bruno Aristimunha · Arian Khorasani · Md Rifat Arefin · Amin Darabi · Guillaume Dumas · Irina Rish |
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Affinity Event
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CAMELOT++: Enhancing Patient Phenotype Discovery through Time-Series Clustering and Survival Analysis Katarina Vukosavljević · Henrique Aguiar · Tingting Zhu |
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Poster
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Thu 11:00 |
Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification Yihe Wang · Nan Huang · Taida Li · Yujun Yan · Xiang Zhang |
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Workshop
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Towards Unbiased Evaluation of Time-series Anomaly Detector Debarpan Bhattacharya · Sumanta Mukherjee · Chandramouli Kamanchi · Vijay Ekambaram · Arindam Jati · Pankaj Dayama |
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Workshop
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TrajGPT: Healthcare Time-Series Representation Learning for Trajectory Prediction Ziyang Song · Qincheng Lu · Mike He Zhu · David Buckeridge · Yue Li |
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Workshop
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Sun 15:30 |
Scaling-laws for Large Time-series Models JUSTIN ALSING · Thomas Edwards · Benjamin Wandelt · James Alvey · Nam Nguyen |
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Workshop
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Probabilistic Forecasting for Building Energy Systems: Are Time-Series Foundation Models the Answer? Young-Jin Park · François Germain · Jing Liu · Ye Wang · Gordon Wichern · Toshiaki Koike-Akino · Navid Azizan · Christopher Laughman · Ankush Chakrabarty |