Senior Machine Learning Engineer at Apple, Ph.D. (UTokyo, 2021)
pytorch-AdaIN. Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]
1.2kpytorch-inpainting-with-partial-conv. Unofficial pytorch implementation of 'Image Inpainting for Irregular Holes Using Partial Convolutions' [Liu+, ECCV2018]
608cross-domain-detection. Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].
438SynShadow. Learning from Synthetic Shadows for Shadow Detection and Removal [Inoue and Yamasaki, IEEE TCSVT 2021].
91pytorch-domain-adaptation. Unofficial pytorch implementation of algorithms for domain adaptation
27pytorch-VAT. Unofficial pytorch implementation of a paper, Distributional Smoothing with Virtual Adversarial Training [Miyato+, ICLR2016].
26fast-line-drawing-vectorization. Fast Instance Segmentation for Line Drawing Vectorization [Inoue+, BigMM2019(short)].
19chainer-adversarial-examples. Adversarial attack methods, FGSM and TGSM, implemented in Chainer
15chainer-cyclegan. Unofficial chainer implementation of 'Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks' [Zhu+, ICCV2017]
13Awesome-Layout-Generators. An awesome list of layout generation papers
3vscode_config. Shell
1texture_generator. Python
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