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pfnet-research's Projects

tgan icon tgan

The implementation of Temporal Generative Adversarial Nets with Singular Value Clipping

tgan2 icon tgan2

The official implementation of "Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN"

treewidth-prediction icon treewidth-prediction

Prediction of Treewidth using Graph Neural Network, developed as part of PFN summer internship 2019.

vat_chainer icon vat_chainer

Implementation of Virtual adversarial training with chainer

vat_nmt icon vat_nmt

Implementation of "Effective Adversarial Regularization for Neural Machine Translation", ACL 2019

xfeat icon xfeat

Flexible Feature Engineering & Exploration Library using GPUs and Optuna.

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