jasonlee1995 Goto Github PK

followers: 47.0 following: 6.0 repos: 38.0 gists: 1.0

Name: Jason Lee

Type: User

Company: ActionPower

Bio: Work Hard Play Hard

Location: South Korea

Blog: https://jasonlee1995.github.io/

Hi 👋, I'm Jason Lee

Current Status

working as full-time AI researcher at ActionPower
currently focusing on...
- datasets and benchmarks (e.g. filtering, cleansing, pruning, fairness, ...)
- code-switching automatic speech recognition (CS-ASR)
- understanding deep learning (e.g. inductive bias, example difficulty, ...)

Notice

AI Papers Review repo was converted public to private recently
- I'll notice and pin if repo becomes public again!

Jason Lee's Projects

2020_nipa

2020 NIPA 인공지능 문제해결 경진대회 (예선 1등, 본선 1개 종목 1등)

aai5003_nlp

Deep Learning for Natural Language Processing, Yonsei University, 2020

alexnet

Unofficial Pytorch implementation of the paper 'ImageNet Classification with Deep Convolutional Neural Networks' experiment on CIFAR-10

autoaugment

Unofficial Pytorch implementation of the paper 'AutoAugment: Learning Augmentation Strategies From Data' experiment on CIFAR-10 with WideResNet 28-10

autoaugment_detection

Unofficial Pytorch implementation of the paper 'Learning Data Augmentation Strategies for Object Detection'

awesome-ai-courses

Awesome free AI courses available on YouTube

batch_augmentation

Unofficial Pytorch implementation of the paper 'Augment Your Batch: Improving Generalization Through Instance Repetition' experiment on CIFAR-10 with WideResNet 28-10

binarized_mnist

Download Binarized MNIST with Python

coordconv

Unofficial Pytorch implementation of the paper 'An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution' experiment on Regression Dataset

cutout

Unofficial Pytorch implementation of the paper 'Improved Regularization of Convolutional Neural Networks with Cutout' experiment on CIFAR-10

dcgan

Unofficial Pytorch implementation of the paper 'Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks' experiment on CelebA

deconvnet

DeconvNet Implementation with Pytorch and tested on PASCAL VOC 2012 Segmentation

deeplab_v1

DeepLab v1 Implementation with Pytorch

deeplab_v2

DeepLab v2 Implementation with Pytorch

deeplab_v3

DeepLab_v3 Implementation with Pytorch

dilation

Dilation Implementation with Pytorch

eee4423_cv

Advanced Signal Processing, Yonsei University, 2020

eng4005_drone

AIM Capstone Design, Yonsei University, 2020

example_forgetting

Unofficial Pytorch implementation of the paper 'An Empirical Study of Example Forgetting during Deep Neural Network Learning' experiment on ImageNet-1K

faster_rcnn

Unofficial Pytorch implementation of the paper 'Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks' experiment on PASCAL VOC 2007

fcn

FCN Implementation with Pytorch and tested on PASCAL VOC 2012 Segmentation

guided_backpropagation

Unofficial Pytorch implementation of guided backpropagation

gumbel_softmax

Unofficial Pytorch implementation of the paper 'Categorical Reparameterization with Gumbel-Softmax' and 'The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables'