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Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition

Feb 01, 2021
Ming Lin, Pichao Wang, Zhenhong Sun, Hesen Chen, Xiuyu Sun, Qi Qian, Hao Li, Rong Jin


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Learning Accurate Entropy Model with Global Reference for Image Compression

Oct 29, 2020
Yichen Qian, Zhiyu Tan, Xiuyu Sun, Ming Lin, Dongyang Li, Zhenhong Sun, Hao Li, Rong Jin


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Robust Finite Mixture Regression for Heterogeneous Targets

Oct 12, 2020
Jian Liang, Kun Chen, Ming Lin, Changshui Zhang, Fei Wang

* Data Mining and Knowledge Discovery, volume 32, pages 1509 to 1560, year 2018 

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WeMix: How to Better Utilize Data Augmentation

Oct 03, 2020
Yi Xu, Asaf Noy, Ming Lin, Qi Qian, Hao Li, Rong Jin


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Enhanced Transfer Learning for Autonomous Driving with Systematic Accident Simulation

Jul 23, 2020
Shivam Akhauri, Laura Zheng, Ming Lin

* 9 pages; IROS 2020 

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Neural Architecture Design for GPU-Efficient Networks

Jul 12, 2020
Ming Lin, Hesen Chen, Xiuyu Sun, Qi Qian, Hao Li, Rong Jin


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Knapsack Pruning with Inner Distillation

Feb 21, 2020
Yonathan Aflalo, Asaf Noy, Ming Lin, Itamar Friedman, Lihi Zelnik


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Robust Gaussian Process Regression for Real-Time High Precision GPS Signal Enhancement

Jun 03, 2019
Ming Lin, Xiaomin Song, Qi Qian, Hao Li, Liang Sun, Shenghuo Zhu, Rong Jin

* accepted by SIGKDD 2019 

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Which Factorization Machine Modeling is Better: A Theoretical Answer with Optimal Guarantee

Jan 30, 2019
Ming Lin, Shuang Qiu, Jieping Ye, Xiaomin Song, Qi Qian, Liang Sun, Shenghuo Zhu, Rong Jin

* accepted by AAAI 2019 

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Self-paced Convolutional Neural Network for Computer Aided Detection in Medical Imaging Analysis

Jul 19, 2017
Xiang Li, Aoxiao Zhong, Ming Lin, Ning Guo, Mu Sun, Arkadiusz Sitek, Jieping Ye, James Thrall, Quanzheng Li

* accepted by 8th International Workshop on Machine Learning in Medical Imaging (MLMI 2017) 

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The Second Order Linear Model

Jun 23, 2017
Ming Lin, Shuang Qiu, Bin Hong, Jieping Ye


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Nonconvex One-bit Single-label Multi-label Learning

Mar 17, 2017
Shuang Qiu, Tingjin Luo, Jieping Ye, Ming Lin


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A Non-convex One-Pass Framework for Generalized Factorization Machine and Rank-One Matrix Sensing

Oct 25, 2016
Ming Lin, Jieping Ye

* accepted by NIPS 2016 

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Strategies for Searching Video Content with Text Queries or Video Examples

Jun 17, 2016
Shoou-I Yu, Yi Yang, Zhongwen Xu, Shicheng Xu, Deyu Meng, Zexi Mao, Zhigang Ma, Ming Lin, Xuanchong Li, Huan Li, Zhenzhong Lan, Lu Jiang, Alexander G. Hauptmann, Chuang Gan, Xingzhong Du, Xiaojun Chang


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Handcrafted Local Features are Convolutional Neural Networks

Nov 19, 2015
Zhenzhong Lan, Shoou-I Yu, Ming Lin, Bhiksha Raj, Alexander G. Hauptmann


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The Best of Both Worlds: Combining Data-independent and Data-driven Approaches for Action Recognition

May 17, 2015
Zhenzhong Lan, Dezhong Yao, Ming Lin, Shoou-I Yu, Alexander Hauptmann


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Beyond Gaussian Pyramid: Multi-skip Feature Stacking for Action Recognition

Apr 19, 2015
Zhenzhong Lan, Ming Lin, Xuanchong Li, Alexander G. Hauptmann, Bhiksha Raj


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Long-short Term Motion Feature for Action Classification and Retrieval

Feb 13, 2015
Zhenzhong Lan, Xuanchong Li, Ming Lin, Alexander G. Hauptmann

* arXiv admin note: text overlap with arXiv:1411.6660 

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