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PyTorch
End-to-End Text Classification via Image-based Embedding using Character-level Networks
Official Implementation of
End-to-End Text Classification via Image-based Embedding using Character-level Networks
Shunsuke Kitada, Ph.D.
Code
Preprint
IEEE Xplore
AllenNLP Eraser
Collection of AllenNLP DatasetReaders for ERASER
Shunsuke Kitada, Ph.D.
Code
Attention Meets Perturbation
Official Implementation of the paper
Attention Meets Perturbations: Robust and Interpretable Attention with Adversarial Training
Shunsuke Kitada, Ph.D.
Code
Preprint
IEEE Access
Human Attention Map for Text Classification
Reimplementation of the paper
Human Attention Maps for Text Classification: Do Humans and Neural Networks Focus on the Same Words? (ACL2020)
in PyTorch
Shunsuke Kitada, Ph.D.
Code
LSUV.pytorch
Implementation of
LSUV
(Layer-sequential unit-variance) in PyTorch.
Shunsuke Kitada, Ph.D.
Code
Code
libtorch-gin-api-server
High-speed Deep learning API Server with Libtorch (C++) and Gin (Golang)
Shunsuke Kitada, Ph.D.
Code
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