Improving visual-semantic embeddings by learning semantically-enhanced hard negatives for cross-modal information retrieval
Yan Gong, Georgina Cosma
Topics & Concepts
Computer scienceEmbeddingMargin (machine learning)Semantics (computer science)Similarity (geometry)Benchmark (surveying)HyperparameterImage (mathematics)Artificial intelligenceModalImage retrievalFunction (biology)Set (abstract data type)Pattern recognition (psychology)Machine learningInformation retrievalData miningEvolutionary biologyBiologyGeodesyProgramming languagePolymer chemistryChemistryGeographyMultimodal Machine Learning ApplicationsAdvanced Image and Video Retrieval TechniquesDomain Adaptation and Few-Shot Learning