Sungyeon Kim's repositories
Proxy-Anchor-CVPR2020
Official PyTorch Implementation of Proxy Anchor Loss for Deep Metric Learning, CVPR 2020
Beyond-Binary-Supervision-CVPR19
Official pytorch Implementation of Deep Metric Learning Beyond Binary Supervision, CVPR 2019
HIER-CVPR23
Official PyTorch Implementation of HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization, CVPR 2023
LabelRelaxation-CVPR21
Official PyTorch Implementation of Embedding Transfer with Label Relaxation for Improved Metric Learning, CVPR 2021
STML-CVPR22
Official PyTorch Implementation of Self-Taught Metric Learning without Labels, CVPR 2022
Deep-Metric-Learning-CVPR16
Main repository for Deep Metric Learning via Lifted Structured Feature Embedding
deepcluster
Deep Clustering for Unsupervised Learning of Visual Features
faiss
A library for efficient similarity search and clustering of dense vectors.
fastrcnn-models.torch
Fast-RCNN models in Torch-7 format
git_cv_seminar
GIT seminar
proxy-synthesis
Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)
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
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
research-ms-loss
MS-Loss: Multi-Similarity Loss for Deep Metric Learning