580 citations · 580 across the 3 of their papers we have counts for
4 papers
SH-WRNN: Implicit Spherical Harmonics Weight Field Routing Neural Networks for Asymmetric Edge Intelligence
Zhibin Jiao, Xiangjing An
Deep learning architectures remain rigidly built upon traditional fully connected layers. While networks scale up, few challenge this foundational root. In this work, we reshape th…
EdgeFM: Efficient Edge Inference for Vision-Language Models
Mengling Deng, Yuanpeng Chen, Sheng Yang +12
Vision-language models (VLMs) have demonstrated strong applicability in edge industrial applications, yet their deployment remains severely constrained by requirements for determin…
Generalized Haar Filter based Deep Networks for Real-Time Object Detection in Traffic Scene
Keyu Lu, Jian Li, Xiangjing An +1
Vision-based object detection is one of the fundamental functions in numerous traffic scene applications such as self-driving vehicle systems and advance driver assistance systems…
Visual Saliency Based on Scale-Space Analysis in the Frequency Domain
Jian Li, Martin Levine, Xiangjing An +2
We address the issue of visual saliency from three perspectives. First, we consider saliency detection as a frequency domain analysis problem. Second, we achieve this by employing…