suhyunyoon's repositories
Fairness-Aware-Link-Prediction
GNN link prediction framework using unified evaluation metrics.
wsss_framework
Weakly-supervised Learning Framework
DACON-B_cell-epitope-prediction
2022 AI 대학원 챌린지 - 백신 및 면역치료제 개발을 위한 항원-항체 반응 예측(B-cell epitope (linear peptide) prediction)
deeplab-pytorch
PyTorch implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC
Fashion-Image-Regression
A deep learning model to predict the number of hits for clothing shopping mall products.
irn
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)
detectron2
Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.
DRS
Discriminative Region Suppression for Weakly-Supervised Semantic Segmentation
FairGraph
Code for the AISTATS 2021 article : All of the Fairness for Edge Prediction with Optimal Transport
Kakaotalk-NLP
Experiment with kakaotalk chat data
L2G
The PyTorch Code for our CVPR 2022 paper "L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation""
MPL-pytorch
Unofficial PyTorch implementation of "Meta Pseudo Labels"
MSLG_noisy_label
[2021 Spring KIIS Baseline] Official code for the paper "Meta Soft Label Generation for Noisy Labels" accepted at ICPR 2020.
Problem-Solving
Problem Solving(알고리즘 코딩)
PuzzleCAM
Puzzle-CAM: Improved localization via matching partial and full features.
pytorch-grad-cam
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
ReCAM
The official code of CVPR 2022 paper (Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation).
simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
SIPE
[CVPR 2022] Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation
suhyunyoon.github.io
Tech Blog
Tiny-Projects
Tutorial or Tiny Projects
TorchSSL
A PyTorch-based library for semi-supervised learning (NeurIPS'21)
TransMIL
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification
vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.