Attention-based Ensemble for Deep Metric Learning

ECCV 2018 Wonsik KimBhavya GoyalKunal ChawlaJungmin LeeKeunjoo Kwon

Deep metric learning aims to learn an embedding function, modeled as deep neural network. This embedding function usually puts semantically similar images close while dissimilar images far from each other in the learned embedding space... (read more)

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Evaluation Results from the Paper


#2 best model for Metric Learning on CARS196 (using extra training data)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK USES EXTRA
TRAINING DATA
COMPARE
Metric Learning CARS196 ABE-8-512 [email protected] 85.2 # 2
Metric Learning CUB-200-2011 ABE-8-512 [email protected] 60.6 # 4