Pinned Repositories
AlphaTree-graphic-deep-neural-network
深度神经网络(DNN)与对抗神经网络(GAN)模型总览图示，建立模型发展路书(roadmap),方便大家的理解与学习
Awesome-Learning-with-Label-Noise
A curated list of resources for Learning with Noisy Labels
awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
Awesome-Multimodal-Research
A curated list of Multimodal Related Research.
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
awesome_OpenSetRecognition_list
A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition
C-HMCNN
Code for paper: "Coherent Hierarchical Multi-Label Classification Networks"
cac-openset
Code for Class Anchor Clustering loss for training a distance-based open set classifier
CBIR
🏞 A content-based image retrieval (CBIR) system
centroids-reid
On the Unreasonable Effectiveness of Centroids in Image Retrieval
BXSHIN's Repositories
BXSHIN/awesome_OpenSetRecognition_list
A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition
BXSHIN/C-HMCNN
Code for paper: "Coherent Hierarchical Multi-Label Classification Networks"
BXSHIN/cac-openset
Code for Class Anchor Clustering loss for training a distance-based open set classifier
BXSHIN/centroids-reid
On the Unreasonable Effectiveness of Centroids in Image Retrieval
BXSHIN/covid-19-xray-dataset
12000+ manually drawn pixel-level lung segmentations, with and without covid
BXSHIN/covid-chestxray-dataset
We are building an open database of COVID-19 cases with chest X-ray or CT images.
BXSHIN/DisCo-pytorch
Code for DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning
BXSHIN/gcm-cf
[CVPR 2021] Released code for Counterfactual Zero-Shot and Open-Set Visual Recognition
BXSHIN/HCL
BXSHIN/hierarchicalContrastiveLearning
BXSHIN/hyperbolic-image-embeddings
Supplementary code for the paper "Hyperbolic Image Embeddings".
BXSHIN/Hyperbolic_ZSL
Hyperbolic Visual Embedding Learning for Zero-Shot Recognition (CVPR 2020)
BXSHIN/inat_comp
iNaturalist competition details
BXSHIN/libMR
Library for Meta-Recognition and Weibull based calibration of SVM data.
BXSHIN/machine-learning-notes
This is the notes of the way of machine learning study. You may find something useful in it.
BXSHIN/mae
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
BXSHIN/NYCU-Thesis-Template
A NYCU thesis template
BXSHIN/odin
A simple and effective method for detecting out-of-distribution images in neural networks.
BXSHIN/Open-Set-Recognition
Open Set Recognition
BXSHIN/OpenNRE
An Open-Source Package for Neural Relation Extraction (NRE)
BXSHIN/OpenOOD
Benchmarking Generalized Out-of-Distribution Detection
BXSHIN/osr-ood-ad-methods
This is the official repository for the paper "A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges".
BXSHIN/osr_closed_set_all_you_need
Official repo for our paper: "Open-Set Recognition: A Good Closed-Set Classifier is All You Need"
BXSHIN/pytorch-efficientnet
Pytorch EfficientNetV2 EfficientNetV1 with pretrained weights
BXSHIN/pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
BXSHIN/TCL
Twin Contrastive Learning with Noisy Labels (CVPR 2023)
BXSHIN/The-Art-of-Linear-Algebra
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
BXSHIN/vision_transformer
BXSHIN/visual-chatgpt
Official repo for the paper: Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models
BXSHIN/WACV-2023-Papers