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Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities


Mar 30, 2021
Doris Xin, Hui Miao, Aditya Parameswaran, Neoklis Polyzotis

* Proceedings of the 2021 International Conference on Management of Data 

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Robust 2D/3D Vehicle Parsing in CVIS


Mar 11, 2021
Hui Miao, Feixiang Lu, Zongdai Liu, Liangjun Zhang, Dinesh Manocha, Bin Zhou


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Fine-Grained Vehicle Perception via 3D Part-Guided Visual Data Augmentation


Jan 06, 2021
Feixiang Lu, Zongdai Liu, Hui Miao, Peng Wang, Liangjun Zhang, Ruigang Yang, Dinesh Manocha, Bin Zhou


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PerMO: Perceiving More at Once from a Single Image for Autonomous Driving


Jul 16, 2020
Feixiang Lu, Zongdai Liu, Xibin Song, Dingfu Zhou, Wei Li, Hui Miao, Miao Liao, Liangjun Zhang, Bin Zhou, Ruigang Yang, Dinesh Manocha


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ModelHub: Towards Unified Data and Lifecycle Management for Deep Learning


Nov 18, 2016
Hui Miao, Ang Li, Larry S. Davis, Amol Deshpande


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A Hypergraph-Partitioned Vertex Programming Approach for Large-scale Consensus Optimization


Aug 30, 2013
Hui Miao, Xiangyang Liu, Bert Huang, Lise Getoor


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