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Kotaro Sakamoto's Projects

asng-nas icon asng-nas

Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search

dalle-pytorch icon dalle-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

darknet_ros_zed icon darknet_ros_zed

YOLO ROS ZED: Real-Time Object Detection for ROS with ZED depth estimation

fq-gan icon fq-gan

Official implementation of FQ-GAN

itensor icon itensor

A C++ library for creating efficient and flexible physics simulations based on tensor product wavefunctions.

tnml icon tnml

Tensor network machine learning. Based on the paper "Supervised Learning with Quantum Inspired Tensor Networks" http://arxiv.org/abs/1605.05775

usc_dae icon usc_dae

Repository for Unsupervised Sentence Compression using Denoising Auto-Encoders

usiigaci icon usiigaci

Usiigaci: stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning

vaegan icon vaegan

An implementation of VAEGAN (variational autoencoder + generative adversarial network).

wgan icon wgan

Tensorflow Implementation of Wasserstein GAN (and Improved version in wgan_v2)

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