3 papers
cs.CV2022
TIVE: A Toolbox for Identifying Video Instance Segmentation Errors
Wenhe Jia, Lu Yang, Zilong Jia +3
Since first proposed, Video Instance Segmentation(VIS) task has attracted vast researchers' focus on architecture modeling to boost performance. Though great advances achieved in o…
cs.CV2022
IR2Net: Information Restriction and Information Recovery for Accurate Binary Neural Networks
Ping Xue, Yang Lu, Jingfei Chang +2
Weight and activation binarization can efficiently compress deep neural networks and accelerate model inference, but cause severe accuracy degradation. Existing optimization method…
cs.CR2022
Privacy-preserving Decentralized Federated Learning over Time-varying Communication Graph
Yang Lu, Zhengxin Yu, Neeraj Suri
Establishing how a set of learners can provide privacy-preserving federated learning in a fully decentralized (peer-to-peer, no coordinator) manner is an open problem. We propose t…