2 papers
cs.LG2025
Deriving the Scaled-Dot-Function via Maximum Likelihood Estimation and Maximum Entropy Approach
Jiyong Ma
In this paper, we present a maximum likelihood estimation approach to determine the value vector in transformer models. We model the sequence of value vectors, key vectors, and the…
cs.OH2024
Stream State-tying for Sign Language Recognition
Jiyong Ma, Wen Gao, Chunli Wang
In this paper, a novel approach to sign language recognition based on state tying in each of data streams is presented. In this framework, it is assumed that hand gesture signal is…