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Heart-Darts: Classification of Heartbeats Using Differentiable Architecture Search


May 03, 2021
Jindi Lv, Qing Ye, Yanan Sun, Juan Zhao, Jiancheng Lv


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Deep Video Matting via Spatio-Temporal Alignment and Aggregation


Apr 22, 2021
Yanan Sun, Guanzhi Wang, Qiao Gu, Chi-Keung Tang, Yu-Wing Tai


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Semantic Image Matting


Apr 16, 2021
Yanan Sun, Chi-Keung Tang, Yu-Wing Tai


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A Novel Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms


Sep 07, 2020
Yanan Sun, Xian Sun, Yuhan Fang, Gary Yen


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A New Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms


Aug 30, 2020
Yanan Sun, Xian Sun, Yuhan Fang, Gary Yen


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A Survey on Evolutionary Neural Architecture Search


Aug 25, 2020
Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang, Gary Yen

* 19 pages, 3 figures 

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Evolving Deep Convolutional Neural Networks for Hyperspectral Image Denoising


Aug 15, 2020
Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang

* 8 pages, 4 figures, to be published in IJCNN 2020 

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GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision


Jul 26, 2020
Lei Ke, Shichao Li, Yanan Sun, Yu-Wing Tai, Chi-Keung Tang

* ECCV 2020 

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DBS: Dynamic Batch Size For Distributed Deep Neural Network Training


Jul 23, 2020
Qing Ye, Yuhao Zhou, Mingjia Shi, Yanan Sun, Jiancheng Lv

* NIPS2020 under review 

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ArcText: A Unified Text Approach to Describing Convolutional Neural Network Architectures


Mar 10, 2020
Yanan Sun


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3DSSD: Point-based 3D Single Stage Object Detector


Feb 24, 2020
Zetong Yang, Yanan Sun, Shu Liu, Jiaya Jia


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ArcText: An Unified Text Approach to Describing Convolutional Neural Network Architectures


Feb 16, 2020
Yanan Sun


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STD: Sparse-to-Dense 3D Object Detector for Point Cloud


Jul 22, 2019
Zetong Yang, Yanan Sun, Shu Liu, Xiaoyong Shen, Jiaya Jia

* arXiv admin note: text overlap with arXiv:1812.05276 

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A Hybrid GA-PSO Method for Evolving Architecture and Short Connections of Deep Convolutional Neural Networks


Mar 10, 2019
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang


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IPOD: Intensive Point-based Object Detector for Point Cloud


Dec 13, 2018
Zetong Yang, Yanan Sun, Shu Liu, Xiaoyong Shen, Jiaya Jia


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Automatically Evolving CNN Architectures Based on Blocks


Oct 28, 2018
Yanan Sun, Bing Xue, Mengjie Zhang


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A Hybrid Differential Evolution Approach to Designing Deep Convolutional Neural Networks for Image Classification


Aug 22, 2018
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang

* Accepted by The Australasian Joint Conference on Artificial Intelligence 2018 

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Automatically Designing CNN Architectures Using Genetic Algorithm for Image Classification


Aug 11, 2018
Yanan Sun, Bing Xue, Mengjie Zhang, Gary G. Yen


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Evolving Deep Convolutional Neural Networks by Variable-length Particle Swarm Optimization for Image Classification


Mar 17, 2018
Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang

* accepted by IEEE CEC 2018 

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IGD Indicator-based Evolutionary Algorithm for Many-objective Optimization Problems


Feb 24, 2018
Yanan Sun, Gary G. Yen, Zhang Yi

* This paper has been accepted by IEEE Transactions on Evolutionary Computation 

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Improved Regularity Model-based EDA for Many-objective Optimization


Feb 24, 2018
Yanan Sun, Gary G. Yen, Zhang Yi

* This paper has been accepted by IEEE Transactions on Evolutionary Computation 

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Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations


Feb 24, 2018
Yanan Sun, Gary G. Yen, Zhang Yi

* This paper has been accepted by IEEE Transactions on Evolutionary Computation 

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A Particle Swarm Optimization-based Flexible Convolutional Auto-Encoder for Image Classification


Dec 13, 2017
Yanan Sun, Bing Xue, Mengjie Zhang


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Evolving Deep Convolutional Neural Networks for Image Classification


Oct 31, 2017
Yanan Sun, Bing Xue, Mengjie Zhang


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