12 citations · 18 across the 13 of their papers we have counts for
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cs.LG2024★ 1 cited
Down with the Hierarchy: The 'H' in HNSW Stands for "Hubs"
Blaise Munyampirwa, Vihan Lakshman, Benjamin Coleman
Driven by recent breakthrough advances in neural representation learning, approximate near-neighbor (ANN) search over vector embeddings has emerged as a critical computational work…
cs.LG2024★ 1 cited
On the Diminishing Returns of Width for Continual Learning
Etash Guha, Vihan Lakshman
While deep neural networks have demonstrated groundbreaking performance in various settings, these models often suffer from \emph{catastrophic forgetting} when trained on new tasks…