2 papers
cs.CV2023
Bag of Tricks with Quantized Convolutional Neural Networks for image classification
Jie Hu, Mengze Zeng, Enhua Wu
Deep neural networks have been proven effective in a wide range of tasks. However, their high computational and memory costs make them impractical to deploy on resource-constrained…
cs.CV2021
Elastic-Link for Binarized Neural Network
Jie Hu, Ziheng Wu, Vince Tan +3
Recent work has shown that Binarized Neural Networks (BNNs) are able to greatly reduce computational costs and memory footprints, facilitating model deployment on resource-constrai…