4 papers
ViTMAlis: Towards Latency-Critical Mobile Video Analytics with Vision Transformers
Miao Zhang, Guanzhen Wu, Hao Fang +4
Edge-assisted mobile video analytics (MVA) applications are increasingly shifting from using vision models based on convolutional neural networks (CNNs) to those built on vision tr…
Hyperion: Low-Latency Ultra-HD Video Analytics via Collaborative Vision Transformer Inference
Linyi Jiang, Yifei Zhu, Hao Yin +1
Recent advancements in array-camera videography enable real-time capturing of ultra-high-definition (Ultra-HD) videos, providing rich visual information in a large field of view. H…
Neural Network Based Framework for Passive Intermodulation Cancellation in MIMO Systems
Xiaolong Li, Zhi-Qin John Xu, Peiting You +1
Passive intermodulation (PIM) has emerged as a critical source of self-interference in modern MIMO-OFDM systems, especially under the stringent requirements of 5G and beyond. Conve…
Topology combined machine learning for consonant recognition
Pingyao Feng, Siheng Yi, Qingrui Qu +2
In artificial-intelligence-aided signal processing, existing deep learning models often exhibit a black-box structure, and their validity and comprehensibility remain elusive. The…