7 Papers
27 Citations
Yunxia Li is an academic researcher from University of Electronic Science and Technology of China. The author has contributed to research in topics: Computer science & Probabilistic analysis of algorithms. The author has an hindex of 2, co-authored 6 publications.
Chat about Author
Papers
Non-Divergence of Stochastic Discrete Time Algorithms for PCA Neural Networks
Jiancheng Lv,Zhang Yi,Yunxia Li +2 more
TL;DR: This brief analyzes the original SDT algorithms directly, and derives some invariant sets that guarantee the nondivergence of these algorithms in a stochastic environment by selecting proper learning parameters.
33
Zero-Shot Learning via Structure-Aligned Generative Adversarial Network
TL;DR: Zhang et al. as discussed by the authors proposed a structure-aligned generative adversarial network framework to improve zero-shot learning (ZSL) by mitigating the semantic gap, domain shift, and hubness problem.
30
Generating Style-Specific Chinese Tang Poetry With a Simple Actor-Critic Model
Dayiheng Liu,Jiancheng Lv,Yunxia Li +2 more
- 01 Aug 2019
TL;DR: A style matching reward function and employ a value network with Monte Carlo search as the critic to estimate the future rewards of the desired style for poem generation makes the generation process more flexible and controllable.
17
Cross-correlation conditional restricted Boltzmann machines for modeling motion style
TL;DR: This paper presents cross-correlation as a new representation for modeling temporal dependencies by introducing the Pearson correlation coefficient and proposes an approach to enhance the discrimination of the CRBM for various human motions by incorporating cross-Correlation and temporal dependency features.
8
Cross-Session EEG-Based Emotion Recognition Via Maximizing Domain Discrepancy
Xinyue Zhu,Yalan Ye,Li Lu,Yunxia Li,Hao Wu +4 more
- 01 Jan 2022
TL;DR: The proposed Maximizing Domain Discrepancy for EEG-based ER (MDD-ER) method can improve model generalization across sessions and demonstrate the effectiveness of the proposed MDD- ER method in cross-session ER.
5