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Resources

Dual adaptive training of photonic neural networks

Ziyang Zheng, Zhengyang Duan, Hang Chen, Rui Yang, Sheng Gao, Haiou Zhang, Hongkai Xiong, Xing Lin, accepted by Nature Machine Intelligence, 2023.

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Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks

Ziyang Zheng, Wenrui Dai, Duoduo Xue, Chenglin Li, Junni Zou, Hongkai Xiong, accepted by IEEE/ACM Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022.

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Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning

Nuowen Kan, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong, ACM International Conference on Multimedia (ACMMM 2022), Lisbon, Portugal, Oct. 2022.

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Uncertainty-Aware Robust Adaptive Video Streaming with Bayesian Neural Network and Model Predictive Control

Nuowen Kan, Chenglin Li, Caiyi Yang, Wenrui Dai, Junni Zou, Hongkai Xiong, ACM Workshop on Network and Operating Systems Support for Digital Audio and Video (NOSSDAV 2021), Istanbul, Turkey, Sept. 2021

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