Search Results for author: Kang Yin

Found 4 papers, 1 papers with code

Sparse Multitask Learning for Efficient Neural Representation of Motor Imagery and Execution

no code implementations10 Dec 2023 Hye-Bin Shin, Kang Yin, Seong-Whan Lee

In the quest for efficient neural network models for neural data interpretation and user intent classification in brain-computer interfaces (BCIs), learning meaningful sparse representations of the underlying neural subspaces is crucial.

Efficient Neural Network intent-classification +2

SHARK: A Lightweight Model Compression Approach for Large-scale Recommender Systems

no code implementations18 Aug 2023 Beichuan Zhang, Chenggen Sun, Jianchao Tan, Xinjun Cai, Jun Zhao, Mengqi Miao, Kang Yin, Chengru Song, Na Mou, Yang song

Increasing the size of embedding layers has shown to be effective in improving the performance of recommendation models, yet gradually causing their sizes to exceed terabytes in industrial recommender systems, and hence the increase of computing and storage costs.

Model Compression Quantization +1

WiFi-based Multi-task Sensing

1 code implementation26 Nov 2021 Xie Zhang, Chengpei Tang, Yasong An, Kang Yin

Then, for solving the imbalance issue, the extracted common feature in Wimuse is encouraged to get close to the counterpart features of the STS models.

Gesture Recognition Indoor Localization +2

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