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MemX: An Attention-Aware Smart Eyewear System for Personalized Moment Auto-capture


May 03, 2021
Yuhu Chang, Yingying Zhao, Mingzhi Dong, Yujiang Wang, Yutian Lu, Qin Lv, Robert P. Dick, Tun Lu, Ning Gu, Li Shang


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A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline


May 02, 2021
Yingying Zhao, Mingzhi Dong, Yujiang Wang, Da Feng, Qin Lv, Robert P. Dick, Dongsheng Li, Tun Lu, Ning Gu, Li Shang

* IEEE Transactions on Multimedia 

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Dilated Convolutions with Lateral Inhibitions for Semantic Image Segmentation


Jun 16, 2020
Yujiang Wang, Mingzhi Dong, Jie Shen, Yiming Lin, Maja Pantic


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Towards Certified Robustness of Metric Learning


Jun 10, 2020
Xiaochen Yang, Yiwen Guo, Mingzhi Dong, Jing-Hao Xue

* 19 pages, 7 figures 

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Dynamic Face Video Segmentation via Reinforcement Learning


Jul 02, 2019
Yujiang Wang, Jie Shen, Mingzhi Dong, Yang Wu, Shiyang Cheng, Maja Pantic


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Dynamic Ensemble Active Learning: A Non-Stationary Bandit with Expert Advice


Sep 29, 2018
Kunkun Pang, Mingzhi Dong, Yang Wu, Timothy M. Hospedales

* This work has been accepted at ICPR2018 and won Piero Zamperoni Best Student Paper Award 

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Meta-Learning Transferable Active Learning Policies by Deep Reinforcement Learning


Jun 12, 2018
Kunkun Pang, Mingzhi Dong, Yang Wu, Timothy Hospedales


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Metric Learning via Maximizing the Lipschitz Margin Ratio


Feb 09, 2018
Mingzhi Dong, Xiaochen Yang, Yang Wu, Jing-Hao Xue


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Learning Local Metrics and Influential Regions for Classification


Feb 09, 2018
Mingzhi Dong, Yujiang Wang, Xiaochen Yang, Jing-Hao Xue


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