dichotomies / proxy-nca
PyTorch Implementation of `No Fuss Distance Metric Learning using Proxies`.
☆181Updated 4 years ago
Alternatives and similar repositories for proxy-nca:
Users that are interested in proxy-nca are comparing it to the libraries listed below
- Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Juli…☆114Updated 7 years ago
- Implementation of Hardness-Aware Deep Metric Learning (CVPR 2019 Oral) in Tensorflow.☆152Updated 4 years ago
- Code for the paper "A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses" (ECCV 2020 - Spotlight)☆169Updated 2 years ago
- Code repository for our paper entilted "Metric Learning with HORDE: High-Order Regularizer for Deep Embeddings" accepted at ICCV 2019.☆83Updated last year
- (ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning"…☆341Updated 2 years ago
- Metric learning models in PyTorch with results on CUB2011, CARS196, Stanford Online Products☆65Updated 3 years ago
- Deep metric learning methods implemented in Chainer☆158Updated 6 years ago
- ☆101Updated 2 years ago
- Code for Unsupervised Embedding Learning via Invariant and Spreading Instance Feature☆209Updated 5 years ago
- Official PyTorch Implementation of Proxy Anchor Loss for Deep Metric Learning, CVPR 2020☆318Updated 2 years ago
- (ICCV 2019) This repo contains code for "MIC: Mining Interclass Characteristics for Improved Metric Learning", which proposes an auxiliar…☆61Updated 4 years ago
- Improving Generalization via Scalable Neighborhood Component Analysis☆137Updated last year
- Source code for the paper "Divide and Conquer the Embedding Space for Metric Learning", CVPR 2019☆264Updated 5 years ago
- PyTorch Implementation for SoftTriple Loss☆203Updated 7 months ago
- Auto-Encoding Transformations (AETv1), CVPR 2019☆108Updated 5 years ago
- PyTorch code for softmax variants: center loss, cosface loss, large-margin gaussian mixture, COCOLoss, ring loss☆255Updated 6 years ago
- Code for 'Low-Shot Learning with Imprinted Weights'☆68Updated 6 years ago
- PyTorch Implementation for Deep Metric Learning Pipelines☆571Updated 4 years ago
- Code repository for the small image experiments our paper 'Self-ensembling for Domain Adaptation'☆193Updated 5 years ago
- Improved Deep Metric Learning with Multi-class N-pair Loss Objective☆92Updated last year
- EnAET: Self-Trained Ensemble AutoEncoding Transformations for Semi-Supervised Learning☆81Updated last year
- CVPR 2019: Ranked List Loss for Deep Metric Learning, with extension for TPAMI submission☆64Updated 4 years ago
- CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images☆158Updated 4 years ago
- Some projects from Xuanyi Dong.☆90Updated 6 months ago
- ☆132Updated 4 years ago
- SSL-FEW-SHOT☆171Updated 5 years ago
- Code for CVPR 2019 paper "Deep Metric Learning to Rank"☆96Updated 3 years ago
- ☆58Updated last year
- Code for the paper "Adversarial Feature Augmentation for Unsupervised Domain Adaptation", CVPR 2018☆130Updated 6 years ago
- ☆130Updated 2 years ago