Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
BeamVQ: Beam Search with Vector Quantization to Mitigate Data Scarcity in Physical Spatiotemporal Forecasting
Weiyan Wang, Xingjian Shi, Ruiqi Shu +10
In practice, physical spatiotemporal forecasting can suffer from data scarcity, because collecting large-scale data is non-trivial, especially for extreme events. Hence, we propose…
cs.LG2024
Exploiting Student Parallelism for Efficient GPU Inference of BERT-like Models in Online Services
Weiyan Wang, Yilun Jin, Yiming Zhang +7
Due to high accuracy, BERT-like models have been widely adopted by text mining and web searching. However, large BERT-like models suffer from inefficient online inference, facing t…