23 citations · 24 across the 4 of their papers we have counts for
4 papers
Test-time Batch Statistics Calibration for Covariate Shift
Fuming You, Jingjing Li, Zhou Zhao
Deep neural networks have a clear degradation when applying to the unseen environment due to the covariate shift. Conventional approaches like domain adaptation requires the pre-co…
Dual MINE-based Neural Secure Communications under Gaussian Wiretap Channel
Jingjing Li, Zhuo Sun, Lei Zhang +1
Recently, some researches are devoted to the topic of end-to-end learning a physical layer secure communication system based on autoencoder under Gaussian wiretap channel. However,…
Knowledge-Aided Reweighted Belief Propagation LDPC Decoding using Regular and Irregular Designs
J. Li, R. C. de Lamare
In this paper a new message passing algorithm, which takes advantage of both tree-based re-parameterization and the knowledge of short cycles, is introduced for the purpose of deco…
Locally-Optimized Reweighted Belief Propagation for Decoding LDPC Codes with Finite-Length
J. Li, R. C. de Lamare, H. Wymeersch
In practice, LDPC codes are decoded using message passing methods. These methods offer good performance but tend to converge slowly and sometimes fail to converge and to decode the…