9 citations · 9 across the 2 of their papers we have counts for
2 papers
cs.DC2020
Time-Based Roofline for Deep Learning Performance Analysis
Yunsong Wang, Charlene Yang, Steven Farrell +3
Deep learning applications are usually very compute-intensive and require a long run time for training and inference. This has been tackled by researchers from both hardware and so…
cs.CV2019★ 9 cited
Visualization of Convolutional Neural Networks for Monocular Depth Estimation
Junjie Hu, Yan Zhang, Takayuki Okatani
Recently, convolutional neural networks (CNNs) have shown great success on the task of monocular depth estimation. A fundamental yet unanswered question is: how CNNs can infer dept…