3 papers
eess.IV2022
COVID-19 Detection Using CT Image Based On YOLOv5 Network
Ruyi Qu, Yi Yang, Yuwei Wang
Computer aided diagnosis (CAD) increases diagnosis efficiency, helping doctors providing a quick and confident diagnosis, it has played an important role in the treatment of COVID1…
cs.CV2021
Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks
Yikai Wang, Yi Yang, Fuchun Sun +1
In the low-bit quantization field, training Binary Neural Networks (BNNs) is the extreme solution to ease the deployment of deep models on resource-constrained devices, having the…
cs.LG2018
Deploy Large-Scale Deep Neural Networks in Resource Constrained IoT Devices with Local Quantization Region
Yi Yang, Andy Chen, Xiaoming Chen +3
Implementing large-scale deep neural networks with high computational complexity on low-cost IoT devices may inevitably be constrained by limited computation resource, making the d…