3 citations · 4 across the 7 of their papers we have counts for
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cs.LG2021★ 3 cited
Deep Neural Compression Via Concurrent Pruning and Self-Distillation
James O' Neill, Sourav Dutta, Haytham Assem
Pruning aims to reduce the number of parameters while maintaining performance close to the original network. This work proposes a novel \emph{self-distillation} based pruning strat…
cs.IR2021★ 1 cited
Sequence-to-Sequence Learning on Keywords for Efficient FAQ Retrieval
Sourav Dutta, Haytham Assem, Edward Burgin
Frequently-Asked-Question (FAQ) retrieval provides an effective procedure for responding to user's natural language based queries. Such platforms are becoming common in enterprise…