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cs.CV2022
AGO-Net: Association-Guided 3D Point Cloud Object Detection Network
Liang Du, Xiaoqing Ye, Xiao Tan +5
The human brain can effortlessly recognize and localize objects, whereas current 3D object detection methods based on LiDAR point clouds still report inferior performance for detec…
math.DS2022
On a framework of data assimilation for neuronal networks
Wenyong Zhang, Boyu Chen, Jianfeng Feng +1
When handling real-world data modeled by a complex network dynamical system, the number of the parameters is always even much more than the size of the data. Therefore, in many cas…
cs.LG2022
FedDKD: Federated Learning with Decentralized Knowledge Distillation
Xinjia Li, Boyu Chen, Wenlian Lu
The performance of federated learning in neural networks is generally influenced by the heterogeneity of the data distribution. For a well-performing global model, taking a weighte…