Search Results for author: Yihong Dong

Found 3 papers, 1 papers with code

Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition

no code implementations5 Jun 2021 Yihong Dong, Ying Peng, Muqiao Yang, Songtao Lu, Qingjiang Shi

Deep neural networks have been shown as a class of useful tools for addressing signal recognition issues in recent years, especially for identifying the nonlinear feature structures of signals.

Meta-Learning Time Series

Efficient Algorithms for Rotation Averaging Problems

no code implementations18 Mar 2021 Yihong Dong, Lunchen Xie, Qingjiang Shi

While a sufficient optimality condition is available in the literature, there is a lack of \yhedit{a} fast convergent algorithm to achieve stationary points.

SR2CNN: Zero-Shot Learning for Signal Recognition

1 code implementation10 Apr 2020 Yihong Dong, Xiaohan Jiang, Huaji Zhou, Yun Lin, Qingjiang Shi

This paper proposes a ZSL framework, signal recognition and reconstruction convolutional neural networks (SR2CNN), to address relevant problems in this situation.

Zero-Shot Learning

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