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Efficient Neural Architecture Search via Parameter Sharing

9 February 2018

Papers citing "Efficient Neural Architecture Search via Parameter Sharing"

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Title
Hyperparameter optimization with REINFORCE and Transformers C. Krishna Ashish Gupta Swarnim Narayan Himanshu Rai Diksha Manchanda 58 2 0 01 Jun 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Xiaojiang Chen Xin Wang AI4CE 154 684 0 01 Jun 2020
DC-NAS: Divide-and-Conquer Neural Architecture Search Yunhe Wang Yixing Xu Dacheng Tao 77 5 0 29 May 2020
HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens Zhaohui Yang Yunhe Wang Xinghao Chen Jianyuan Guo Wei Zhang Chao Xu Chunjing Xu Dacheng Tao Chang Xu 93 17 0 29 May 2020
HAT: Hardware-Aware Transformers for Efficient Natural Language Processing Hanrui Wang Zhanghao Wu Zhijian Liu Han Cai Ligeng Zhu Chuang Gan Song Han 107 263 0 28 May 2020
An ENAS Based Approach for Constructing Deep Learning Models for Breast Cancer Recognition from Ultrasound Images Mohammed Ahmed H. Du A. AlZoubi 70 8 0 27 May 2020
Evolutionary NAS with Gene Expression Programming of Cellular Encoding Clifford Broni-Bediako Yuki Murata L. H. Mormille M. Atsumi 25 6 0 27 May 2020
Synthetic Petri Dish: A Novel Surrogate Model for Rapid Architecture Search Aditya Rawal Joel Lehman F. Such Jeff Clune Kenneth O. Stanley AI4CE 66 6 0 27 May 2020
An Introduction to Neural Architecture Search for Convolutional Networks George Kyriakides K. Margaritis AI4CE 90 27 0 22 May 2020
AOWS: Adaptive and optimal network width search with latency constraints Maxim Berman Leonid Pischulin N. Xu Matthew B. Blaschko Gérard Medioni 71 29 0 21 May 2020
Rethinking Performance Estimation in Neural Architecture Search Xiawu Zheng Rongrong Ji Qiang-qiang Wang QiXiang Ye Zhenguo Li Yonghong Tian Q. Tian 73 17 0 20 May 2020
Optimizing Neural Architecture Search using Limited GPU Time in a Dynamic Search Space: A Gene Expression Programming Approach J. H. Alves L. F. Oliveira 38 5 0 15 May 2020
Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search Xin Xia Xuefeng Xiao Xing Wang Min Zheng 70 18 0 15 May 2020
A Semi-Supervised Assessor of Neural Architectures Yehui Tang Yunhe Wang Yixing Xu Hanting Chen Chunjing Xu Boxin Shi Chao Xu Qi Tian Chang Xu 73 67 0 14 May 2020
Neural Architecture Search for Gliomas Segmentation on Multimodal Magnetic Resonance Imaging Feifan Wang 51 6 0 13 May 2020
Binarizing MobileNet via Evolution-based Searching Hai T. Phan Zechun Liu Dang T. Huynh Marios Savvides Kwang-Ting Cheng Zhiqiang Shen 3DV MQ 99 44 0 13 May 2020
Neural Architecture Transfer Zhichao Lu Gautam Sreekumar E. Goodman W. Banzhaf Kalyanmoy Deb Vishnu Boddeti AAML 103 151 0 12 May 2020
schuBERT: Optimizing Elements of BERT A. Khetan Zohar Karnin 88 30 0 09 May 2020
AutoCLINT: The Winning Method in AutoCV Challenge 2019 Woonhyuk Baek Ildoo Kim Sungwoong Kim Sungbin Lim 52 2 0 09 May 2020
Noisy Differentiable Architecture Search Xiangxiang Chu Bo Zhang 44 43 0 07 May 2020
Comparison and Benchmarking of AI Models and Frameworks on Mobile Devices Chunjie Luo Xiwen He Jianfeng Zhan Lei Wang Wanling Gao Jiahui Dai ELM 81 58 0 07 May 2020
AutoSpeech: Neural Architecture Search for Speaker Recognition Shaojin Ding Tianlong Chen Xinyu Gong Weiwei Zha Zhangyang Wang 76 57 0 07 May 2020
Exploring the Loss Landscape in Neural Architecture Search Colin White Sam Nolen Yash Savani 81 27 0 06 May 2020
Dependency Aware Filter Pruning Kai Zhao Xinyu Zhang Qi Han Ming-Ming Cheng 28 3 0 06 May 2020
Learning Architectures from an Extended Search Space for Language Modeling Yinqiao Li Chi Hu Yuhao Zhang Nuo Xu Yufan Jiang Tong Xiao Jingbo Zhu Tongran Liu Changliang Li 71 10 0 06 May 2020
CP-NAS: Child-Parent Neural Architecture Search for Binary Neural Networks Lian Zhuo Baochang Zhang Hanlin Chen Linlin Yang Chong Chen Y. Zhu David Doermann MQ 43 1 0 30 Apr 2020
AIBench Training: Balanced Industry-Standard AI Training Benchmarking Fei Tang Wanling Gao Jianfeng Zhan Chuanxin Lan Xu Wen ... Yatao Li Junchao Shao Zhenyu Wang Xiaoyu Wang Hainan Ye 62 3 0 30 Apr 2020
Out-of-the-box channel pruned networks Ragav Venkatesan Gurumurthy Swaminathan Xiong Zhou Anna Luo 47 0 0 30 Apr 2020
MobileDets: Searching for Object Detection Architectures for Mobile Accelerators Yunyang Xiong Hanxiao Liu Suyog Gupta Berkin Akin Gabriel Bender Yongzhe Wang Pieter-Jan Kindermans Mingxing Tan Vikas Singh Bo Chen ObjD 56 133 0 30 Apr 2020
Teaching Cameras to Feel: Estimating Tactile Physical Properties of Surfaces From Images Matthew Purri Kristin J. Dana 44 16 0 29 Apr 2020
Angle-based Search Space Shrinking for Neural Architecture Search Yiming Hu Yuding Liang Zichao Guo Ruosi Wan Xinming Zhang Yichen Wei Qingyi Gu Jian Sun 115 65 0 28 Apr 2020
Multi-Task Learning for Dense Prediction Tasks: A Survey Simon Vandenhende Stamatios Georgoulis Wouter Van Gansbeke Marc Proesmans Dengxin Dai Luc Van Gool CVBM 71 73 0 28 Apr 2020
Why should we add early exits to neural networks? Simone Scardapane M. Scarpiniti E. Baccarelli A. Uncini 78 123 0 27 Apr 2020
Deep Multimodal Neural Architecture Search Zhou Yu Yuhao Cui Jun-chen Yu Meng Wang Dacheng Tao Qi Tian 77 100 0 25 Apr 2020
Lite Transformer with Long-Short Range Attention Zhanghao Wu Zhijian Liu Ji Lin Chengyue Wu Song Han 67 324 0 24 Apr 2020
Self-Organized Operational Neural Networks with Generative Neurons S. Kiranyaz Junaid Malik Habib Ben Abdallah T. Ince Alexandros Iosifidis Moncef Gabbouj 57 81 0 24 Apr 2020
ResNeSt: Split-Attention Networks Hang Zhang Chongruo Wu Zhongyue Zhang Yi Zhu Yanghua Peng ... Tong He Jonas W. Mueller R. Manmatha Mu Li Alex Smola 213 1,488 0 19 Apr 2020
Superkernel Neural Architecture Search for Image Denoising Marcin Mo.zejko Tomasz Latkowski Lukasz Treszczotko Michal Szafraniuk K. Trojanowski SupR 54 16 0 19 Apr 2020
Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks Xin Chen Lingxi Xie Jun Wu Longhui Wei Yuhui Xu Qi Tian 56 15 0 17 Apr 2020
GEVO: GPU Code Optimization using Evolutionary Computation Jhe-Yu Liou Xiaodong Wang Stephanie Forrest Carole-Jean Wu 77 2 0 17 Apr 2020
Meta-Meta Classification for One-Shot Learning Arkabandhu Chowdhury Dipak Chaudhari Swarat Chaudhuri C. Jermaine 74 5 0 17 Apr 2020
Geometry-Aware Gradient Algorithms for Neural Architecture Search Liam Li M. Khodak Maria-Florina Balcan Ameet Talwalkar 86 67 0 16 Apr 2020
Distributed Evolution of Deep Autoencoders Jeff Hajewski Suely Oliveira Xiaoyu Xing 124 5 0 16 Apr 2020
Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-rays S. Rajaraman Jenifer Siegelman P. Alderson Lucas S. Folio L. Folio Sameer Kiran Antani 59 268 0 16 Apr 2020
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions Alvin Wan Xiaoliang Dai Peizhao Zhang Zijian He Yuandong Tian ... Matthew Yu Tao Xu Kan Chen Peter Vajda Joseph E. Gonzalez 86 295 0 12 Apr 2020
ModuleNet: Knowledge-inherited Neural Architecture Search Yaran Chen Ruiyuan Gao Fenggang Liu Dongbin Zhao KELM 77 29 0 10 Apr 2020
Evolving Normalization-Activation Layers Hanxiao Liu Andrew Brock Karen Simonyan Quoc V. Le 137 82 0 06 Apr 2020
Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio Zhengsu Chen J. Niu Lingxi Xie Xuefeng Liu Longhui Wei Qi Tian 59 12 0 06 Apr 2020
Neural Architecture Search for Lightweight Non-Local Networks Yingwei Li Xiaojie Jin Jieru Mei Xiaochen Lian Linjie Yang Cihang Xie Qihang Yu Yuyin Zhou S. Bai Alan Yuille 78 52 0 04 Apr 2020
A Generic Graph-based Neural Architecture Encoding Scheme for Predictor-based NAS Xuefei Ning Yin Zheng Tianchen Zhao Yu Wang Huazhong Yang AI4CE 135 103 0 04 Apr 2020