Mingu Kwak's repositories
claf
CLaF: Open-Source Clova Language Framework
DS3L
The implementation of the algorithm in the paper "Safe Deep Semi-Supervised Learning for Unseen-Class Unlabeled Data" published in ICML 2020.
FixMatch-pytorch
Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo contains reproduced checkpoints.
KUThesis
고려대학교 석·박사학위 논문 TeX 템플릿
Learning-Loss-for-Active-Learning
Reproducing experimental results of LL4AL [Yoo et al. 2019 CVPR]
mean-teacher
A state-of-the-art semi-supervised method for image recognition
meta-weight-net
NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).
OSDN
Code and data for the research paper "Towards Open Set Deep Networks" A Bendale, T Boult, CVPR 2016
outlier-exposure
Deep Anomaly Detection with Outlier Exposure (ICLR 2019)
pytorch-transformers
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)
pytorch_wbn
PyTorch implementation of Weighted Batch-Normalization layers
realistic-ssl-evaluation-pytorch
Reimplementation of "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"
RL_pysc2
Reinforcement learning for starcraft2 with pytorch
SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
ssl-class-mismatch
Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"
suncet
Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples" https://arxiv.org/abs/2104.13963 and "Supervision Accelerates Pre-training in Contrastive Semi-Supervised Learning of Visual Representations" https://arxiv.org/abs/2006.10803
SupContrast
PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
swav
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
unsupervised-data-augmentation
Unofficial PyTorch Implementation of Unsupervised Data Augmentation.