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Sungyeon Kim's Projects

deepcluster icon deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

deephash icon deephash

An Open-Source Package for Deep Learning to Hash (DeepHash)

eco icon eco

Matlab implementation of the ECO tracker.

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

hier-cvpr23 icon hier-cvpr23

Official PyTorch Implementation of HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization, CVPR 2023

irn icon irn

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

labelrelaxation-cvpr21 icon labelrelaxation-cvpr21

Official PyTorch Implementation of Embedding Transfer with Label Relaxation for Improved Metric Learning, CVPR 2021

mugs icon mugs

A PyTorch implementation of Mugs proposed by our paper "Mugs: A Multi-Granular Self-Supervised Learning Framework".

proxy-nca icon proxy-nca

PyTorch Implementation of `No Fuss Distance Metric Learning using Proxies` (as introduced by Google Research).

proxy-synthesis icon proxy-synthesis

Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)

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

pytorch-metric-learning icon pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

rkd icon rkd

Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019

simgnn icon simgnn

A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

stml-cvpr22 icon stml-cvpr22

Official PyTorch Implementation of Self-Taught Metric Learning without Labels, CVPR 2022

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