2 papers
cs.AR2024
ProactivePIM: Accelerating Weight-Sharing Embedding Layer with PIM for Scalable Recommendation System
Youngsuk Kim, Junghwan Lim, Hyuk-Jae Lee +1
Although deep learning-based personalized recommendation systems provide qualified recommendations, they strain data center resources. The main bottleneck is the embedding layer, w…
cs.CV2023
EGformer: Equirectangular Geometry-biased Transformer for 360 Depth Estimation
Ilwi Yun, Chanyong Shin, Hyunku Lee +2
Estimating the depths of equirectangular (i.e., 360) images (EIs) is challenging given the distorted 180 x 360 field-of-view, which is hard to be addressed via convolutional neural…