Metric LearnMetric learning algorithms in Python
Stars: ✭ 1,125 (+5525%)
Mutual labels: metric-learning
SegsortSegSort: Segmentation by Discriminative Sorting of Segments
Stars: ✭ 130 (+550%)
Mutual labels: metric-learning
Metric Learning Divide And ConquerSource code for the paper "Divide and Conquer the Embedding Space for Metric Learning", CVPR 2019
Stars: ✭ 231 (+1055%)
Mutual labels: metric-learning
MvgcnMulti-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease (AMIA 2018)
Stars: ✭ 81 (+305%)
Mutual labels: metric-learning
DeclutrThe corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
Stars: ✭ 111 (+455%)
Mutual labels: metric-learning
Revisiting deep metric learning pytorch(ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent research in the field of Deep Metric Learning.
Stars: ✭ 172 (+760%)
Mutual labels: metric-learning
Hcn Prototypeloss PytorchHierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)
Stars: ✭ 17 (-15%)
Mutual labels: metric-learning
TextSummareimplementing Neural Summarization by Extracting Sentences and Words
Stars: ✭ 16 (-20%)
Mutual labels: curriculum-learning
Dml cross entropyCode for the paper "A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses" (ECCV 2020 - Spotlight)
Stars: ✭ 117 (+485%)
Mutual labels: metric-learning
CatalystAccelerated deep learning R&D
Stars: ✭ 2,804 (+13920%)
Mutual labels: metric-learning
PointglrGlobal-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds (CVPR 2020)
Stars: ✭ 86 (+330%)
Mutual labels: metric-learning
Negative Margin.few ShotPyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”
Stars: ✭ 101 (+405%)
Mutual labels: metric-learning
Pytorch Image RetrievalA PyTorch framework for an image retrieval task including implementation of N-pair Loss (NIPS 2016) and Angular Loss (ICCV 2017).
Stars: ✭ 203 (+915%)
Mutual labels: metric-learning
Open ReidOpen source person re-identification library in python
Stars: ✭ 1,144 (+5620%)
Mutual labels: metric-learning
Open UcnThe first fully convolutional metric learning for geometric/semantic image correspondences.
Stars: ✭ 60 (+200%)
Mutual labels: metric-learning
Deep metric learningDeep metric learning methods implemented in Chainer
Stars: ✭ 153 (+665%)
Mutual labels: metric-learning
Npair loss pytorchImproved Deep Metric Learning with Multi-class N-pair Loss Objective
Stars: ✭ 75 (+275%)
Mutual labels: metric-learning
Awesome-Few-shotAwesome Few-shot learning
Stars: ✭ 50 (+150%)
Mutual labels: metric-learning
Magnetloss PytorchPyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.
Stars: ✭ 217 (+985%)
Mutual labels: metric-learning
