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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
Epigenetic evolution of deep convolutional models Alexander Hadjiivanov Alan Blair 28 1 0 12 Apr 2021
Landmark Regularization: Ranking Guided Super-Net Training in Neural Architecture Search Kaicheng Yu René Ranftl Mathieu Salzmann OOD 41 18 0 12 Apr 2021
Description of Structural Biases and Associated Data in Sensor-Rich Environments Massinissa Hamidi A. Osmani 27 1 0 11 Apr 2021
Darts-Conformer: Towards Efficient Gradient-Based Neural Architecture Search For End-to-End ASR Xian Shi Pan Zhou Wei Chen Lei Xie 81 17 0 07 Apr 2021
Rethinking Graph Neural Architecture Search from Message-passing Shaofei Cai Liang Li Jincan Deng Beichen Zhang Zhengjun Zha Li Su Qingming Huang GNN AI4CE 81 53 0 26 Mar 2021
MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising Zexin Lu Wenjun Xia Yongqiang Huang Hongming Shan Hu Chen Jiliu Zhou Yan Zhang MedIm 67 24 0 24 Mar 2021
AutoSpace: Neural Architecture Search with Less Human Interference Daquan Zhou Xiaojie Jin Xiaochen Lian Linjie Yang Yujing Xue Qibin Hou Jiashi Feng 68 10 0 22 Mar 2021
NAS-TC: Neural Architecture Search on Temporal Convolutions for Complex Action Recognition Pengzhen Ren Gang Xiao Xiaojun Chang Yun Xiao Zhihui Li Xiaojiang Chen ViT 74 4 0 17 Mar 2021
Pretraining Neural Architecture Search Controllers with Locality-based Self-Supervised Learning Kwanghee Choi Minyoung Choe Hyelee Lee SSL AI4CE 50 1 0 15 Mar 2021
Trainless Model Performance Estimation for Neural Architecture Search Ekaterina Gracheva 34 3 0 10 Mar 2021
Efficient Model Performance Estimation via Feature Histories Shengcao Cao Xiaofang Wang Kris Kitani 120 1 0 07 Mar 2021
Teachers Do More Than Teach: Compressing Image-to-Image Models Qing Jin Jian Ren Oliver J. Woodford Jiazhuo Wang Geng Yuan Yanzhi Wang Sergey Tulyakov 82 56 0 05 Mar 2021
Differentiable Neural Architecture Learning for Efficient Neural Network Design Qingbei Guo Xiaojun Wu J. Kittler Zhiquan Feng 16 2 0 03 Mar 2021
Automated Machine Learning on Graphs: A Survey Ziwei Zhang Xin Eric Wang Wenwu Zhu 109 87 0 01 Mar 2021
Tiny Adversarial Mulit-Objective Oneshot Neural Architecture Search Guoyang Xie Jinbao Wang Guo-Ding Yu Feng Zheng Yaochu Jin AAML 71 6 0 28 Feb 2021
Pareto-Frontier-aware Neural Architecture Generation for Diverse Budgets Yong Guo Yaofo Chen Yin Zheng Qi Chen P. Zhao Jian Chen Junzhou Huang Mingkui Tan 57 7 0 27 Feb 2021
Genetic Algorithm based hyper-parameters optimization for transfer Convolutional Neural Network Chen Li Jinzhe Jiang Yaqian Zhao Rengang Li Endong Wang Xin Zhang Kun Zhao 23 15 0 26 Feb 2021
A Novel Framework for Neural Architecture Search in the Hill Climbing Domain Mudit Verma Pradyumn Sinha Karan Goyal Apoorva Verma Seba Susan 117 7 0 22 Feb 2021
Muddling Labels for Regularization, a novel approach to generalization Karim Lounici Katia Méziani Benjamin Riu OOD 54 1 0 17 Feb 2021
Neuroevolution in Deep Learning: The Role of Neutrality E. López 34 4 0 16 Feb 2021
CATE: Computation-aware Neural Architecture Encoding with Transformers Shen Yan Kaiqiang Song Z. Feng Mi Zhang 81 28 0 14 Feb 2021
Derivative-Free Reinforcement Learning: A Review Hong Qian Yang Yu OffRL 137 42 0 10 Feb 2021
Two Novel Performance Improvements for Evolving CNN Topologies Yaron Strauch Joanna Grundy 55 0 0 10 Feb 2021
Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition Benjia Zhou Yunan Li Jun Wan 3DH 91 28 0 10 Feb 2021
Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning Zhiqiang Shen Zechun Liu Jie Qin Marios Savvides Kwang-Ting Cheng CLL 85 160 0 08 Feb 2021
Embodied Intelligence via Learning and Evolution Agrim Gupta Silvio Savarese Surya Ganguli Li Fei-Fei AI4CE 102 254 0 03 Feb 2021
Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition Ming Lin Pichao Wang Zhenhong Sun Hesen Chen Xiuyu Sun Qi Qian Hao Li Rong Jin 84 109 0 01 Feb 2021
Evolutionary Neural Architecture Search Supporting Approximate Multipliers Michal Pinos Vojtěch Mrázek Lukás Sekanina 61 10 0 28 Jan 2021
Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search Yibo Yang Shan You Hongyang Li Fei Wang Chao Qian Zhouchen Lin 84 49 0 27 Jan 2021
A Comprehensive Survey on Hardware-Aware Neural Architecture Search Hadjer Benmeziane Kaoutar El Maghraoui Hamza Ouarnoughi Smail Niar Martin Wistuba Naigang Wang 118 109 0 22 Jan 2021
PyGlove: Symbolic Programming for Automated Machine Learning Daiyi Peng Xuanyi Dong Esteban Real Mingxing Tan Yifeng Lu Hanxiao Liu Gabriel Bender Adam Kraft Chen Liang Quoc V. Le 61 31 0 21 Jan 2021
Trilevel Neural Architecture Search for Efficient Single Image Super-Resolution Yan Wu Zhiwu Huang Suryansh Kumar R. Sukthanker Radu Timofte Luc Van Gool 87 21 0 17 Jan 2021
PEng4NN: An Accurate Performance Estimation Engine for Efficient Automated Neural Network Architecture Search A. Rorabaugh Silvina Caíno-Lores Michael R. Wyatt Travis Johnston M. Taufer 46 2 0 11 Jan 2021
Unchain the Search Space with Hierarchical Differentiable Architecture Search Guanting Liu Yujie Zhong Sheng Guo Matthew R. Scott Weilin Huang AI4CE 74 3 0 11 Jan 2021
Evolving Reinforcement Learning Algorithms John D. Co-Reyes Yingjie Miao Daiyi Peng Esteban Real Sergey Levine Quoc V. Le Honglak Lee Aleksandra Faust 131 74 0 08 Jan 2021
AutoDropout: Learning Dropout Patterns to Regularize Deep Networks Hieu H. Pham Quoc V. Le 128 57 0 05 Jan 2021
AutonoML: Towards an Integrated Framework for Autonomous Machine Learning D. Kedziora Katarzyna Musial Bogdan Gabrys 88 17 0 23 Dec 2020
Evolving Neural Architecture Using One Shot Model Nilotpal Sinha Kuan-Wen Chen 66 22 0 23 Dec 2020
Evolutionary Variational Optimization of Generative Models Jakob Drefs E. Guiraud Jörg Lücke BDL DRL 67 7 0 22 Dec 2020
Optimizing Deep Neural Networks through Neuroevolution with Stochastic Gradient Descent Haichao Zhang K. Hao Lei Gao Bing Wei Xue-song Tang 65 13 0 21 Dec 2020
AutoCaption: Image Captioning with Neural Architecture Search Xinxin Zhu Weining Wang Longteng Guo Jing Liu 102 9 0 16 Dec 2020
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces Bert Moons Parham Noorzad Andrii Skliar G. Mariani Dushyant Mehta Chris Lott Tijmen Blankevoort 241 43 0 16 Dec 2020
Single-level Optimization For Differential Architecture Search Pengfei Hou Ying Jin 42 2 0 15 Dec 2020
Differential Evolution for Neural Architecture Search Noor H. Awad Neeratyoy Mallik Frank Hutter 71 27 0 11 Dec 2020
AdvantageNAS: Efficient Neural Architecture Search with Credit Assignment Reimi Sato Jun Sakuma Youhei Akimoto 49 2 0 11 Dec 2020
DSRNA: Differentiable Search of Robust Neural Architectures Ramtin Hosseini Xingyi Yang P. Xie OOD AAML 63 53 0 11 Dec 2020
Inter-layer Transition in Neural Architecture Search Benteng Ma Jing Zhang Yong-quan Xia Dacheng Tao 103 4 0 30 Nov 2020
AutoGraph: Automated Graph Neural Network Yaoman Li Irwin King GNN 45 44 0 23 Nov 2020
FP-NAS: Fast Probabilistic Neural Architecture Search Zhicheng Yan Xiaoliang Dai Peizhao Zhang Yuandong Tian Bichen Wu Matt Feiszli 93 23 0 22 Nov 2020
Evolving Search Space for Neural Architecture Search Yuanzheng Ci Chen Lin Ming Sun Boyu Chen Hongwen Zhang Wanli Ouyang 76 43 0 22 Nov 2020