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Multi-channel Nuclear Norm Minus Frobenius Norm Minimization for Color Image Denoising


Sep 16, 2022
Yiwen Shan, Dong Hu, Zhi Wang, Tao Jia

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MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees


Sep 15, 2022
Zichuan Liu, Yuanyang Zhu, Zhi Wang, Chunlin Chen

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Thompson Sampling for Robust Transfer in Multi-Task Bandits


Jun 17, 2022
Zhi Wang, Chicheng Zhang, Kamalika Chaudhuri

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* To appear in Proceedings of the 39th International Conference on Machine Learning (ICML-2022) 

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CDFKD-MFS: Collaborative Data-free Knowledge Distillation via Multi-level Feature Sharing


May 24, 2022
Zhiwei Hao, Yong Luo, Zhi Wang, Han Hu, Jianping An

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A Dirichlet Process Mixture of Robust Task Models for Scalable Lifelong Reinforcement Learning


May 22, 2022
Zhi Wang, Chunlin Chen, Daoyi Dong

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* Manuscript accepted by IEEE Transactions on Cybernetics, 2022, DOI: DOI: 10.1109/TCYB.2022.3170485 

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SeqNet: An Efficient Neural Network for Automatic Malware Detection


May 08, 2022
Jiawei Xu, Wenxuan Fu, Haoyu Bu, Zhi Wang, Lingyun Ying

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Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning Approach


Apr 29, 2022
Shuzhao Xie, Yuan Xue, Yifei Zhu, Zhi Wang

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Arbitrary Bit-width Network: A Joint Layer-Wise Quantization and Adaptive Inference Approach


Apr 21, 2022
Chen Tang, Haoyu Zhai, Kai Ouyang, Zhi Wang, Yifei Zhu, Wenwu Zhu

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Efficient Bayesian Policy Reuse with a Scalable Observation Model in Deep Reinforcement Learning


Apr 19, 2022
Jinmei Liu, Zhi Wang, Chunlin Chen, Daoyi Dong

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* 16 pages, 6 figures, under review 

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Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance


Mar 25, 2022
Chen Tang, Kai Ouyang, Zhi Wang, Yifei Zhu, Yaowei Wang, Wen Ji, Wenwu Zhu

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