HORDE regularizes deep metric learning by matching high-order moments of deep feature distributions, leading to state-of-the-art retrieval scores on CUB-200-2011, Cars-196, Stanford Online Products, and In-Shop Clothes Retrieval.
Cross- modal retrieval in the cooking context: Learning se- mantic text-image embeddings
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Metric Learning With HORDE: High-Order Regularizer for Deep Embeddings
HORDE regularizes deep metric learning by matching high-order moments of deep feature distributions, leading to state-of-the-art retrieval scores on CUB-200-2011, Cars-196, Stanford Online Products, and In-Shop Clothes Retrieval.