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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.

Symmetrical Synthesis ⭐ 66

Official Tensorflow implementation of "Symmetrical Synthesis for Deep Metric Learning" (AAAI 2020)

Embedding Expansion ⭐ 56

Official MXNet implementation of "Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning" (CVPR 2020)

Cvpr2020_pads ⭐ 36

Code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning" (CVPR 2020)

Eccv2020_diva_multifeature_dml ⭐ 26

(ECCV 2020) This repo contains code for "DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning" (https://arxiv.org/abs/2004.13458), which extends vanilla DML with auxiliary and self-supervised features.

Implementation for S2SD - Simultaneous Similarity-based Self-Distillation for Deep Metric Learning

Pytorch Fgvc Dataset ⭐ 13

PyTorch custom dataset APIs -- CUB-200-2011, Stanford Dogs, Stanford Cars, FGVC Aircraft, NABirds, Tiny ImageNet, iNaturalist2017

Icml 2023 Route Interpret Repeat ⭐ 12

Official repository of ICML 2023 paper: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat

Characterizing_generalization_in_deepmetriclearning ⭐ 11

Implementation and Benchmark Splits to study Out-of-Distribution Generalization in Deep Metric Learning.

Protopdebug ⭐ 9

Implementation of Concept-level Debugging of Part-Prototype Networks

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