Efficient-grad: Efficient training deep convolutional neural networks on edge devices with grad ient optimizations

Z Hong, CP Yue - ACM Transactions on Embedded Computing Systems …, 2022 - dl.acm.org
With the prospering of mobile devices, the distributed learning approach, enabling model
training with decentralized data, has attracted great interest from researchers. However, the …

Real-Time 3D Visual Perception by Cross-Dimensional Refined Learning

Z Hong, CP Yue - IEEE Transactions on Circuits and Systems …, 2024 - ieeexplore.ieee.org
We introduce a novel learning method that can effectively perceive both the geometry
structure and semantic labels of a 3D scene in real time. Existing real-time 3D scene …

Towards Effective and Efficient 3D Visual Perception

Z Hong - 2024 - search.proquest.com
We are witnessing developments in artificial intelligence (AI), where the most relevant parts
to us are embodied AI systems with robotic agents interacting with human users in real …