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Found 3 papers, 1 papers with code
Towards Optimally Weighted Physics-Informed Neural Networks in Ocean Modelling
We explore the trade-offs of using data vs. physical models in PINNs for solving partial differential equations.
Temporal Attention Modules for Memory-Augmented Neural Networks
We introduce two temporal attention modules which can be plugged into traditional memory augmented recurrent neural networks to improve their performance in natural language processing tasks.
Compact Encoding of Words for Efficient Character-level Convolutional Neural Networks Text Classification
This paper puts forward a new text to tensor representation that relies on information compression techniques to assign shorter codes to the most frequently used characters.
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