24 citations · 24 across the 5 of their papers we have counts for
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cs.GR2023★ 24 cited
Arkade: k-Nearest Neighbor Search With Non-Euclidean Distances using GPU Ray Tracing
Durga Mandarapu, Vani Nagarajan, Artem Pelenitsyn +1
High-performance implementations of -Nearest Neighbor Search (NN) in low dimensions use tree-based data structures. Tree algorithms are hard to parallelize on GPUs due to the…
cs.LG2023
RT-kNNS Unbound: Using RT Cores to Accelerate Unrestricted Neighbor Search
Vani Nagarajan, Durga Mandarapu, Milind Kulkarni
The problem of identifying the k-Nearest Neighbors (kNNS) of a point has proven to be very useful both as a standalone application and as a subroutine in larger applications. Given…