Ai tax in mobile socs: End-to-end performance analysis of machine learning in smartphones
Mobile software is becoming increasingly feature rich, commonly being accessorized with
the powerful decision making capabilities of machine learning (ML). To keep up with the …
the powerful decision making capabilities of machine learning (ML). To keep up with the …
The vision behind mlperf: Understanding ai inference performance
Deep learning has sparked a renaissance in computer systems and architecture. Despite
the breakneck pace of innovation, there is a crucial issue concerning the research and …
the breakneck pace of innovation, there is a crucial issue concerning the research and …
Deep Guidance Decoder with Semantic Boundary Learning for Boundary-Aware Semantic Segmentation
Image semantic segmentation is ubiquitously used in consumer electronics, such as AI
Camera, which require high accuracy at the boundaries between semantic classes. To …
Camera, which require high accuracy at the boundaries between semantic classes. To …
DeepGBASS: Deep Guided Boundary-Aware Semantic Segmentation
Image semantic segmentation is ubiquitously used in scene understanding applications,
such as AI Camera, which require high accuracy and efficiency. Deep learning has …
such as AI Camera, which require high accuracy and efficiency. Deep learning has …