shunk031
Ph.D. Research Scientist working on automatically generating creative graphic design
LY corp. & Hosei UniversityJapan / Tokyo
Pinned Repositories
attention-meets-perturbation
📝 Official Implementation of "Attention Meets Perturbation: Robust and Interpretable Attention with Adversarial Training"
awesome-ai-best-papers
A curated list of famous CV/NLP/ML/AI best papers, inspired by Best Paper Awards in Computer Science (since 1996).
coloso-python-diffusion-models
Coloso オンデマンド講座 "画像生成 AI 入門：Python による拡散モデルの理論と実践" で使用する講義資料置き場
dotfiles
💻 My dotfiles powered by chezmoi. zsh, tmux, presto/starship
Multi-task-Conditional-Attention-Networks
A prototype version of our submitted paper: Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creatives.
nvhtop
A tool for enriching the output of nvidia-smi forked from peci1/nvidia-htop.
paint-with-words-pipeline
Implementation of Paint-with-words with Stable Diffusion using diffusers pipeline: method from eDiff-I that let you generate image from text-labeled segmentation map.
paper-survey
📚 Survey of previous research and related works on machine learning (especially Deep Learning) in Japanese
simple-aesthetics-predictor
CLIP-based aesthetics predictor inspired by the interface of 🤗 huggingface transformers.
training-free-structured-diffusion-guidance
🤗 Unofficial huggingface/diffusers-based implementation of the paper "Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis".
shunk031's Repositories
shunk031/awesome-ai-best-papers
A curated list of famous CV/NLP/ML/AI best papers, inspired by Best Paper Awards in Computer Science (since 1996).
shunk031/nvhtop
A tool for enriching the output of nvidia-smi forked from peci1/nvidia-htop.
shunk031/Multi-task-Conditional-Attention-Networks
A prototype version of our submitted paper: Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creatives.
shunk031/chainer-MeanTeachers
Chainer implementation of the paper "Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results" (https://arxiv.org/abs/1703.01780)
shunk031/libtorch-gin-api-server
High-speed Deep learning API Server with Libtorch (C++) and Gin (Golang)
shunk031/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)`
shunk031/chainer-skin-lesion-detector
Skin Lesion Detector using HAM10000 dataset with Chainer / ChainerCV
shunk031/LSUV.pytorch
Implementation of LSUV (Layer-sequential unit-variance) in PyTorch
shunk031/chainer-IMSAT
Implementation of IMSAT in Chainer
shunk031/chainer-RICAP
Chainer implementation of the paper "RICAP: Random Image Cropping and Patching Data Augmentation for Deep CNNs" (http://proceedings.mlr.press/v95/takahashi18a.html)
shunk031/chainer-Xception
Chainer implementation of the paper "Xception: Deep Learning with Depthwise Separable Convolutions" (https://arxiv.org/abs/1610.02357).
shunk031/yans2019-hackathon
shunk031/mecab-neologd-py3
:whale: My dockernized mecab-ipadic-neologd with mecab-python3 :snake:
shunk031/chainer-InceptionResNetV2
Chainer implementation of the paper "Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning" (https://arxiv.org/abs/1602.07261)
shunk031/allennlp-eraser
[WIP] Collection of AllenNLP DatasetReaders for ERASER
shunk031/aozorabunko
shunk031/dataframe_image
A python package for embedding pandas DataFrames as images into pdf and markdown documents
shunk031/django-twitter-notifier
shunk031/dotfiles-1
💻 macOS / Ubuntu dotfiles
shunk031/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
shunk031/Human-Attention-for-Text-Classification
A comparison of human attention with computational attention mechanisms
shunk031/Novelist-Classification
shunk031/nvidia-htop
A tool for enriching the output of nvidia-smi.
shunk031/pandas-pipelines-custom-transformers
Material for Talk at PyData Seattle 2017
shunk031/plant-server
shunk031/qmk_firmware
keyboard controller firmware for Atmel AVR and ARM USB families
shunk031/redquery
Redash API Client
shunk031/rtb-papers
A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.
shunk031/sandbox-gh-pages-github-actions
shunk031/tmux-powerline
Statusbar configuration for tmux that looks like vim-powerline and consist of dynamic segments.