A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions

1 June 2020

Pengzhen Ren

Yun Xiao

Xiaojun Chang

Po-Yao (Bernie) Huang

Papers citing "A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions"

20 / 220 papers shown

Title
Hierarchical Neural Architecture Search for Deep Stereo Matching Xuelian Cheng Yiran Zhong Mehrtash Harandi Yuchao Dai Xiaojun Chang Tom Drummond Hongdong Li Zongyuan Ge 3DV 9 349 0 26 Oct 2020
Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Existing Research Results Chunnan Wang Kaixin Zhang Hongzhi Wang Bozhou Chen GNN AI4TS 20 21 0 15 Oct 2020
A Survey of Deep Active Learning Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Brij B. Gupta Xiaojiang Chen Xin Wang 19 1,120 0 30 Aug 2020
Automated Machine Learning -- a brief review at the end of the early years Hugo Jair Escalante 8 25 0 19 Aug 2020
RARTS: An Efficient First-Order Relaxed Architecture Search Method Fanghui Xue Y. Qi Jack Xin 16 1 0 10 Aug 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap Lingxi Xie Xin Chen Kaifeng Bi Longhui Wei Yuhui Xu ... Lanfei Wang Anxiang Xiao Jianlong Chang Xiaopeng Zhang Qi Tian ViT 33 108 0 04 Aug 2020
Searching Collaborative Agents for Multi-plane Localization in 3D Ultrasound Yuhao Huang Xin Yang Rui Li Jikuan Qian Xiaoqiong Huang ... Yuanji Zhang H. Luo Alejandro Frangi Yi Xiong Dong Ni 29 17 0 30 Jul 2020
Cyclic Differentiable Architecture Search Hongyuan Yu Houwen Peng Yan Huang Jianlong Fu Hao Du Liang Wang Haibin Ling 3DPC 25 48 0 18 Jun 2020
Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? Shen Yan Yu Zheng Wei Ao Xiao Zeng Mi Zhang SSL AI4CE 30 99 0 12 Jun 2020
Parameter-Efficient Person Re-identification in the 3D Space Zhedong Zheng Nenggan Zheng Yi Yang 3DPC 18 61 0 08 Jun 2020
Auxiliary Signal-Guided Knowledge Encoder-Decoder for Medical Report Generation Mingjie Li Fuyu Wang Xiaojun Chang Xiaodan Liang MedIm 21 101 0 06 Jun 2020
NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search Chen Wei Chuang Niu Yiping Tang Yue Wang Haihong Hu Jimin Liang 22 7 0 28 Mar 2020
NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search Arber Zela Julien N. Siems Frank Hutter 82 147 0 28 Jan 2020
Progressive Local Filter Pruning for Image Retrieval Acceleration Xiaodong Wang Zhedong Zheng Yang He Fei Yan Zhi-qiang Zeng Yi Yang 12 34 0 24 Jan 2020
AutoML: A Survey of the State-of-the-Art Xin He Kaiyong Zhao X. Chu 17 1,418 0 02 Aug 2019
Single MR Image Super-Resolution via Channel Splitting and Serial Fusion Network Xiaole Zhao Huali Zhang Hangfei Liu Yun Qin Zhang Tao Xueming Zou SupR 25 24 0 19 Jan 2019
Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution T. Elsken J. H. Metzen Frank Hutter 119 498 0 24 Apr 2018
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,216 0 16 Nov 2016
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,743 0 26 Sep 2016