research
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08/24/2023
Disentanglement Learning via Topology
We propose TopDis (Topological Disentanglement), a method for learning d...
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01/31/2023
Learning Topology-Preserving Data Representations
We propose a method for learning topology-preserving data representation...
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10/17/2022
Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting
Global warming made the Arctic available for marine operations and creat...
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06/27/2022
Transfer learning for ensembles: reducing computation time and keeping the diversity
Transferring a deep neural network trained on one problem to another req...
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12/31/2021