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7 search results found

Prototypical Networks ⭐ 524

Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

Revisiting_deep_metric_learning_pytorch ⭐ 217

(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.

Metric Learning Divide And Conquer ⭐ 213

Source code for the paper "Divide and Conquer the Embedding Space for Metric Learning", CVPR 2019

Awesome Few Shot ⭐ 27

Awesome Few-shot learning

Few_shot_learning ⭐ 21

Awesome papers in few-shot learning/one-shot learning.

Representation Learning Reading List ⭐ 13

Repository lists useful papers related to representation learning with links to research papers, conference names and year of publish.

Code and pretrained models for our paper "Domain-invariant Similarity Activation Map Metric Learning for Retrieval-based Long-term Visual Localization"

The source code of our ICPR 2016 paper <Contextual Similarity Regularized Metric Learning for Person Re-identification>.

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