14 citations · 25 across the 7 of their papers we have counts for
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cs.LG2021★ 1 cited
Hard Negative Sampling via Regularized Optimal Transport for Contrastive Representation Learning
Ruijie Jiang, Prakash Ishwar, Shuchin Aeron
We study the problem of designing hard negative sampling distributions for unsupervised contrastive representation learning. We propose and analyze a novel min-max framework that s…
cs.CL2021★ 1 cited
Interpretable contrastive word mover's embedding
Ruijie Jiang, Julia Gouvea, Eric Miller +2
This paper shows that a popular approach to the supervised embedding of documents for classification, namely, contrastive Word Mover's Embedding, can be significantly enhanced by a…