Survey on Federated-Learning Approaches in Distributed Environment
- Computer ScienceWireless Personal Communications
SHOWING 1-2 OF 2 REFERENCES
- Computer ScienceECCV
Group Normalization (GN) is presented as a simple alternative to BN that can outperform its BN-based counterparts for object detection and segmentation in COCO, and for video classification in Kinetics, showing that GN can effectively replace the powerful BN in a variety of tasks.
Do Semantic Parts Emerge in Convolutional Neural Networks?
- Computer ScienceInternational Journal of Computer Vision
This work investigates the responses of convolutional filters and tries to associate their stimuli with semantic parts, and determines which semantic parts are the most discriminative and whether they correspond to those parts emerging in the network.