msight-tech / research-ms-loss
MS-Loss: Multi-Similarity Loss for Deep Metric Learning
☆493Updated last year
Related projects ⓘ
Alternatives and complementary repositories for research-ms-loss
- Deep Metric Learning☆778Updated 4 years ago
- PyTorch Implementation for Deep Metric Learning Pipelines☆572Updated 4 years ago
- (ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning"…☆342Updated 2 years ago
- XBM: Cross-Batch Memory for Embedding Learning☆306Updated last year
- PyTorch Implementation for SoftTriple Loss☆203Updated 3 months ago
- Code for Unsupervised Embedding Learning via Invariant and Spreading Instance Feature☆208Updated 5 years ago
- A PyTorch framework for an image retrieval task including implementation of N-pair Loss (NIPS 2016) and Angular Loss (ICCV 2017).☆275Updated 3 months ago
- Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)☆849Updated 2 years ago
- Pytorch implementation of the paper "Circle Loss: A Unified Perspective of Pair Similarity Optimization"☆456Updated 4 years ago
- Official PyTorch Implementation of Proxy Anchor Loss for Deep Metric Learning, CVPR 2020☆316Updated 2 years ago
- PyTorch code for softmax variants: center loss, cosface loss, large-margin gaussian mixture, COCOLoss, ring loss☆252Updated 6 years ago
- Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019☆602Updated 3 years ago
- The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition☆661Updated last year
- CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.☆351Updated 2 years ago
- Official pytorch Implementation of Relational Knowledge Distillation, CVPR 2019☆394Updated 3 years ago
- [ ECCV 2020 Spotlight ] Pytorch implementation for "Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets"☆362Updated 2 years ago
- A library for ML benchmarking. It's powerful.☆429Updated 10 months ago
- [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation …☆560Updated 3 months ago
- PyTorch Implementation of `No Fuss Distance Metric Learning using Proxies`.☆181Updated 4 years ago
- A curated list of long-tailed recognition resources.☆583Updated last year
- The Pytorch Implementation of L-Softmax☆187Updated 6 years ago
- Implementation of Hardness-Aware Deep Metric Learning (CVPR 2019 Oral) in Tensorflow.☆151Updated 4 years ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆750Updated 3 years ago
- Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"☆785Updated 9 months ago
- Pytorch implementation of Center Loss☆970Updated last year
- code for the ECCV '20 paper "Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval"☆197Updated 3 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆946Updated 3 years ago
- Code for the paper "A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses" (ECCV 2020 - Spotlight)☆167Updated last year
- ☆519Updated 3 years ago