2 papers
cs.CV2025
Dedicated Inference Engine and Binary-Weight Neural Networks for Lightweight Instance Segmentation
Tse-Wei Chen, Wei Tao, Dongyue Zhao +4
Reducing computational costs is an important issue for development of embedded systems. Binary-weight Neural Networks (BNNs), in which weights are binarized and activations are qua…
cs.CV2024
UNet--: Memory-Efficient and Feature-Enhanced Network Architecture based on U-Net with Reduced Skip-Connections
Lingxiao Yin, Wei Tao, Dongyue Zhao +4
U-Net models with encoder, decoder, and skip-connections components have demonstrated effectiveness in a variety of vision tasks. The skip-connections transmit fine-grained informa…