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Projects in Awesome Lists by Confusezius

A curated list of projects in awesome lists by Confusezius .

https://github.com/Confusezius/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.

cars196 cub200-2011 deep-learning deep-metric-learning icml2020 image-retrieval metric-learning stanford-online-products wandb

Last synced: 03 Aug 2024

https://github.com/Confusezius/ICCV2019_MIC

(ICCV 2019) This repo contains code for "MIC: Mining Interclass Characteristics for Improved Metric Learning", which proposes an auxiliary training task to explain away intra-class variations.

cars196 computer-vi cub200 deep-lear deep-metric-learning metric- pku-vehicle pytorch shop-clothes-retrieval

Last synced: 03 Aug 2024

https://github.com/Confusezius/ECCV2020_DiVA_MultiFeature_DML

(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.

cars196 cub200-2011 deep-learning deep-metric-learning image-retrieval metric-learning stanford-online-products wandb

Last synced: 03 Aug 2024

https://github.com/Confusezius/Characterizing_Generalization_in_DeepMetricLearning

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

cars196 cub200-2011 deep-learning deep-metric-learning generalization out-of-distribution pytorch stanford-online-products

Last synced: 03 Aug 2024