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Cancer Subtyping by Improved Transcriptomic Features Using Vector Quantized Variational Autoencoder


Jul 20, 2022
Zheng Chen, Ziwei Yang, Lingwei Zhu, Guang Shi, Kun Yue, Takashi Matsubara, Shigehiko Kanaya, MD Altaf-Ul-Amin

* 12 pages 

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Robust Beamforming Design for IRS-Aided URLLC in D2D Networks


Jul 11, 2022
Jing Cheng, Chao Shen, Zheng Chen, Nikolaos Pappas


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Automated Cancer Subtyping via Vector Quantization Mutual Information Maximization


Jun 22, 2022
Zheng Chen, Lingwei Zhu, Ziwei Yang, Takashi Matsubara

* accepted by ECML-PKDD 2022 

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$q$-Munchausen Reinforcement Learning


May 16, 2022
Lingwei Zhu, Zheng Chen, Eiji Uchibe, Takamitsu Matsubara


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Enforcing KL Regularization in General Tsallis Entropy Reinforcement Learning via Advantage Learning


May 16, 2022
Lingwei Zhu, Zheng Chen, Eiji Uchibe, Takamitsu Matsubara


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Multi-Target Active Object Tracking with Monte Carlo Tree Search and Target Motion Modeling


May 07, 2022
Zheng Chen, Jian Zhao, Mingyu Yang, Wengang Zhou, Houqiang Li

* 7 pages,7 figures 

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Multi-Tier Platform for Cognizing Massive Electroencephalogram


Apr 21, 2022
Zheng Chen, Lingwei Zhu, Ziwei Yang, Renyuan Zhang

* 7 pages, accepted by IJCAI 2022 

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CALI: Coarse-to-Fine ALIgnments Based Unsupervised Domain Adaptation of Traversability Prediction for Deployable Autonomous Navigation


Apr 20, 2022
Zheng Chen, Durgakant Pushp, Lantao Liu


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Enhancement on Model Interpretability and Sleep Stage Scoring Performance with A Novel Pipeline Based on Deep Neural Network


Apr 07, 2022
Zheng Chen, Ziwei Yang, Ming Huang, Toshiyo Tamura, Naoaki Ono, MD Altaf-Ul-Amin, Shigehiko Kanaya

* 13 pages, 10 figures 

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Cancer Subtyping via Embedded Unsupervised Learning on Transcriptomics Data


Apr 02, 2022
Ziwei Yang, Lingwei Zhu, Zheng Chen, Ming Huang, Naoaki Ono, MD Altaf-Ul-Amin, Shigehiko Kanaya

* 4 pages, accepted for EMBC 2022 

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