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Large-Scale Evolution of Image Classifiers

3 March 2017

Jie Tan

Papers citing "Large-Scale Evolution of Image Classifiers"

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Title
Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search with Hot Start Weiwen Jiang Lei Yang Sakyasingha Dasgupta Jiaxi Hu Yiyu Shi 68 59 0 17 Jul 2020
Accuracy Prediction with Non-neural Model for Neural Architecture Search Renqian Luo Xu Tan Rui Wang Tao Qin Enhong Chen Tie-Yan Liu 69 14 0 09 Jul 2020
NASGEM: Neural Architecture Search via Graph Embedding Method Hsin-Pai Cheng Tunhou Zhang Yixing Zhang Shiyu Li Feng Liang Feng Yan Meng Li Vikas Chandra H. Li Yiran Chen GNN 85 19 0 08 Jul 2020
GOLD-NAS: Gradual, One-Level, Differentiable Kaifeng Bi Lingxi Xie Xin Chen Longhui Wei Qi Tian OOD AI4CE 56 42 0 07 Jul 2020
Discretization-Aware Architecture Search Yunjie Tian Chang-rui Liu Lingxi Xie Jianbin Jiao QiXiang Ye 56 32 0 07 Jul 2020
Surrogate-assisted Particle Swarm Optimisation for Evolving Variable-length Transferable Blocks for Image Classification Bin Wang Bing Xue Mengjie Zhang 84 55 0 03 Jul 2020
Self-supervised Neural Architecture Search Sapir Kaplan Raja Giryes SSL 70 12 0 03 Jul 2020
AutoBayes: Automated Bayesian Graph Exploration for Nuisance-Robust Inference Andac Demir T. Koike-Akino Ye Wang Deniz Erdogmus 30 0 0 02 Jul 2020
Towards Automated Neural Interaction Discovery for Click-Through Rate Prediction Qingquan Song Dehua Cheng Hanning Zhou Jiyan Yang Yuandong Tian X. Hu 3DV 70 87 0 29 Jun 2020
Efficient Hyperparameter Optimization in Deep Learning Using a Variable Length Genetic Algorithm Xueli Xiao Ming Yan S. Basodi Chunyan Ji Yi Pan 73 91 0 23 Jun 2020
Neural Architecture Optimization with Graph VAE Jian Li Yong Liu Jiankun Liu Weiping Wang GNN 68 17 0 18 Jun 2020
CryptoNAS: Private Inference on a ReLU Budget Zahra Ghodsi A. Veldanda Brandon Reagen S. Garg 92 87 0 15 Jun 2020
Optimal Transport Kernels for Sequential and Parallel Neural Architecture Search Vu-Linh Nguyen Tam Le M. Yamada Michael A. Osborne AI4TS 105 39 0 13 Jun 2020
Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels Binxin Ru Xingchen Wan Xiaowen Dong Michael A. Osborne 86 22 0 13 Jun 2020
Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? Shen Yan Yu Zheng Wei Ao Xiao Zeng Mi Zhang SSL AI4CE 112 104 0 12 Jun 2020
Optimizing generalization on the train set: a novel gradient-based framework to train parameters and hyperparameters simultaneously Karim Lounici Katia Méziani Benjamin Riu 52 1 0 11 Jun 2020
AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System Pengyu Zhao Kecheng Xiao Yuanxing Zhang Kaigui Bian Wei Yan 114 16 0 10 Jun 2020
Adjoined Networks: A Training Paradigm with Applications to Network Compression Utkarsh Nath Shrinu Kushagra Yingzhen Yang 56 2 0 10 Jun 2020
Neuroevolution in Deep Neural Networks: Current Trends and Future Challenges E. Galván P. Mooney 111 136 0 09 Jun 2020
Speedy Performance Estimation for Neural Architecture Search Binxin Ru Clare Lyle Lisa Schut M. Fil Mark van der Wilk Y. Gal 102 37 0 08 Jun 2020
Differentiable Neural Input Search for Recommender Systems Weiyu Cheng Yanyan Shen Linpeng Huang 73 36 0 08 Jun 2020
FBNetV3: Joint Architecture-Recipe Search using Predictor Pretraining Xiaoliang Dai Alvin Wan Peizhao Zhang Bichen Wu Zijian He ... Kan Chen Yuandong Tian Matthew Yu Peter Vajda Joseph E. Gonzalez 101 73 0 03 Jun 2020
Hyperparameter optimization with REINFORCE and Transformers C. Krishna Ashish Gupta Swarnim Narayan Himanshu Rai Diksha Manchanda 50 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 145 684 0 01 Jun 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
Probabilistic solution of chaotic dynamical system inverse problems using Bayesian Artificial Neural Networks David K. E. Green F. Rindler 14 0 0 26 May 2020
Powering One-shot Topological NAS with Stabilized Share-parameter Proxy Ronghao Guo Chen Lin Chuming Li Keyu Tian Ming Sun Lu Sheng Junjie Yan BDL 94 17 0 21 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
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 71 67 0 14 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 92 44 0 13 May 2020
Neural Architecture Transfer Zhichao Lu Gautam Sreekumar E. Goodman W. Banzhaf Kalyanmoy Deb Vishnu Boddeti AAML 92 151 0 12 May 2020
Automatic low-bit hybrid quantization of neural networks through meta learning Tao Wang Junsong Wang Chang Xu Chao Xue MQ 23 2 0 24 Apr 2020
Stage-Wise Neural Architecture Search Artur Jordão Fernando Akio M. Lie William Robson Schwartz 29 0 0 23 Apr 2020
Local Search is a Remarkably Strong Baseline for Neural Architecture Search T. D. Ottelander A. Dushatskiy M. Virgolin Peter A. N. Bosman OOD 82 38 0 20 Apr 2020
Superkernel Neural Architecture Search for Image Denoising Marcin Mo.zejko Tomasz Latkowski Lukasz Treszczotko Michal Szafraniuk K. Trojanowski SupR 52 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 54 15 0 17 Apr 2020
GEVO: GPU Code Optimization using Evolutionary Computation Jhe-Yu Liou Xiaodong Wang Stephanie Forrest Carole-Jean Wu 71 2 0 17 Apr 2020
Distributed Evolution of Deep Autoencoders Jeff Hajewski Suely Oliveira Xiaoyu Xing 119 5 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 84 294 0 12 Apr 2020
ModuleNet: Knowledge-inherited Neural Architecture Search Yaran Chen Ruiyuan Gao Fenggang Liu Dongbin Zhao KELM 74 29 0 10 Apr 2020
Deep Learning and Open Set Malware Classification: A Survey Jingyun Jia 31 2 0 08 Apr 2020
GeneCAI: Genetic Evolution for Acquiring Compact AI Mojan Javaheripi Mohammad Samragh T. Javidi F. Koushanfar 74 9 0 08 Apr 2020
Neural Architecture Generator Optimization Binxin Ru P. Esperança Fabio Maria Carlucci 86 40 0 03 Apr 2020
Incremental Evolution and Development of Deep Artificial Neural Networks Filipe Assunção Nuno Lourenço B. Ribeiro Penousal Machado 31 7 0 01 Apr 2020
Weighted Random Search for CNN Hyperparameter Optimization Razvan Andonie A. Florea 56 57 0 30 Mar 2020
NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search Chen Wei Chuang Niu Yiping Tang Yue Wang Haihong Hu Jimin Liang 65 7 0 28 Mar 2020
MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation Chaoyang He Haishan Ye Li Shen Tong Zhang 82 129 0 27 Mar 2020
Are Labels Necessary for Neural Architecture Search? Chenxi Liu Piotr Dollár Kaiming He Ross B. Girshick Alan Yuille Saining Xie 81 75 0 26 Mar 2020
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation Xiong Zhang Hongmin Xu Hong Mo Jianchao Tan Cheng Yang Lei Wang Wenqi Ren AI4CE 72 92 0 26 Mar 2020