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suhyunyoon's Projects

dacon-b_cell-epitope-prediction icon dacon-b_cell-epitope-prediction

2022 AI 대학원 챌린지 - 백신 및 면역치료제 개발을 위한 항원-항체 반응 예측(B-cell epitope (linear peptide) prediction)

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

drs icon drs

Discriminative Region Suppression for Weakly-Supervised Semantic Segmentation

fairgraph icon fairgraph

Code for the AISTATS 2021 article : All of the Fairness for Edge Prediction with Optimal Transport

irn icon irn

Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations, CVPR 2019 (Oral)

l2g icon 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 icon mpl-pytorch

Unofficial PyTorch implementation of "Meta Pseudo Labels"

mslg_noisy_label icon mslg_noisy_label

[2021 Spring KIIS Baseline] Official code for the paper "Meta Soft Label Generation for Noisy Labels" accepted at ICPR 2020.

puzzlecam icon puzzlecam

Puzzle-CAM: Improved localization via matching partial and full features.

pytorch-grad-cam icon 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 icon 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 icon recam

The official code of CVPR 2022 paper (Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation).

simclr icon simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

sipe icon sipe

[CVPR 2022] Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation

sku110k_to_voc icon sku110k_to_voc

Generate VOC annotation with goods image merge into SKU110K background image

torchssl icon torchssl

A PyTorch-based library for semi-supervised learning (NeurIPS'21)

transmil icon transmil

TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification

vissl icon vissl

VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.

wseg icon wseg

[CVPR'22] Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast

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