2 papers
cs.CV2025
CoDS: Enhancing Collaborative Perception in Heterogeneous Scenarios via Domain Separation
Yushan Han, Hui Zhang, Honglei Zhang +3
Collaborative perception has been proven to improve individual perception in autonomous driving through multi-agent interaction. Nevertheless, most methods often assume identical e…
cs.LG2025
NestQuant: Post-Training Integer-Nesting Quantization for On-Device DNN
Jianhang Xie, Chuntao Ding, Xiaqing Li +3
Deploying quantized deep neural network (DNN) models with resource adaptation capabilities on ubiquitous Internet of Things (IoT) devices to provide high-quality AI services can le…