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12/12/2022
A Neural ODE Interpretation of Transformer Layers
Transformer layers, which use an alternating pattern of multi-head atten...
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11/03/2020
Frequency-compensated PINNs for Fluid-dynamic Design Problems
Incompressible fluid flow around a cylinder is one of the classical prob...
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02/11/2020
Training with Streaming Annotation
In this paper, we address a practical scenario where training data is re...
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07/04/2018
Seq2RDF: An end-to-end application for deriving Triples from Natural Language Text
We present an end-to-end approach that takes unstructured textual input ...
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04/21/2018