Potamoi: Accelerating Neural Rendering via a Unified Streaming Architecture

Y Feng, W Lin, Z Liu, J Leng, M Guo, H Zhao… - ACM Transactions on …, 2024 - dl.acm.org
Neural Radiance Field (NeRF) has emerged as a promising alternative for photorealistic
rendering. Despite recent algorithmic advancements, achieving real-time performance on …

RayJoin: Fast and Precise Spatial Join

L Geng, R Lee, X Zhang - Proceedings of the 38th ACM International …, 2024 - dl.acm.org
Real-time spatial data analysis is a fundamental requirement for many critical applications in
this digital era. However, such a requirement in practice is often hindered by the low …

RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search

J Gao, C Long - Proceedings of the ACM on Management of Data, 2024 - dl.acm.org
Searching for approximate nearest neighbors (ANN) in the high-dimensional Euclidean
space is a pivotal problem. Recently, with the help of fast SIMD-based implementations …