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20172024
most citedApproximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval

230 citations · 677 across the 15 of their papers we have counts for

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2 papers · 1 filter

cs.LG2017★ 38 cited

First and Second Order Methods for Online Convolutional Dictionary Learning

Jialin Liu, Cristina Garcia-Cardona, Brendt Wohlberg +1

Convolutional sparse representations are a form of sparse representation with a structured, translation invariant dictionary. Most convolutional dictionary learning algorithms to d…

cs.LG2017★ 31 cited

Online Convolutional Dictionary Learning

Jialin Liu, Cristina Garcia-Cardona, Brendt Wohlberg +1

While a number of different algorithms have recently been proposed for convolutional dictionary learning, this remains an expensive problem. The single biggest impediment to learni…