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margin regularization

2 papers

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Co-occurring keywords · papers mentioning both

semantic difference (1) hard negative mining (1) negative sampling (1) image-text matching (1) nonparametric classification (1) bayes consistency (1) nearest neighbor classifier (1) finite sample error bounds (1) margin maximization (1) cross-modal retrieval (1)

Papers

Expanding the Scope of Negatives: Boosting Image-Text Matching with Negatives Distribution Guided Learning AAAI 2025 A Bayes consistent 1-NN classifier AISTATS 2015