Papers citing 'Large-Scale Evolution of Image Classifiers'

Title
Adaptive Bayesian Linear Regression for Automated Machine Learning Weilin Zhou F. Precioso 120 5 0 01 Apr 2019
Single Path One-Shot Neural Architecture Search with Uniform Sampling Zichao Guo Xiangyu Zhang Haoyuan Mu Wen Heng Zechun Liu Yichen Wei Jian Sun 521 992 0 31 Mar 2019
AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search Linnan Wang Yiyang Zhao Yuu Jinnai Yuandong Tian Rodrigo Fonseca BDL 233 97 0 26 Mar 2019
MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning Zechun Liu Haoyuan Mu Xiangyu Zhang Zichao Guo Xin Yang K. Cheng Jian Sun 267 609 0 25 Mar 2019
sharpDARTS: Faster and More Accurate Differentiable Architecture Search Rumaisa Azeem Varun Jain Gregory Hager OOD 140 69 0 23 Mar 2019
Coin.AI: A Proof-of-Useful-Work Scheme for Blockchain-based Distributed Deep Learning Alejandro Baldominos Gómez Y. Sáez 170 88 0 23 Mar 2019
Towards Optimal Structured CNN Pruning via Generative Adversarial LearningComputer Vision and Pattern Recognition (CVPR), 2019 Shaohui Lin Rongrong Ji Chenqian Yan Baochang Zhang Liujuan Cao QiXiang Ye Feiyue Huang David Doermann CVBM 153 560 0 22 Mar 2019
Evolving Deep Neural Networks by Multi-objective Particle Swarm Optimization for Image ClassificationAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2019 Bin Wang Yizhou Sun Bing Xue Mengjie Zhang 176 67 0 21 Mar 2019
Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search Xuzhao Li Yiming Zhou Zheng Pan Jiashi Feng 3DV 140 170 0 09 Mar 2019
Inductive Transfer for Neural Architecture Optimization Martin Wistuba Tejaswini Pedapati 125 9 0 08 Mar 2019
Evolutionary Cell Aided Design for Neural Network Architectures Philip Colangelo Oren Segal Alexander Speicher M. Margala 202 3 0 06 Mar 2019
NAS-Bench-101: Towards Reproducible Neural Architecture Search Chris Ying Aaron Klein Esteban Real Eric Christiansen Kevin Patrick Murphy Katharina Eggensperger 386 764 0 25 Feb 2019
Overcoming Multi-Model Forgetting Yassine Benyahia Kaicheng Yu Kamil Bennani-Smires Martin Jaggi A. Davison Mathieu Salzmann C. Musat MoMe KELM CLL 198 38 0 21 Feb 2019
Evaluating the Search Phase of Neural Architecture Search Kaicheng Yu C. Sciuto Martin Jaggi C. Musat Mathieu Salzmann 288 359 0 21 Feb 2019
Random Search and Reproducibility for Neural Architecture Search Liam Li Ameet Talwalkar OOD 345 774 0 20 Feb 2019
Evolutionary Neural AutoML for Deep Learning J. Liang Elliot Meyerson Babak Hodjat Daniel Fink Karl Mutch Risto Miikkulainen 240 117 0 18 Feb 2019
Fast Task-Aware Architecture Inference Efi Kokiopoulou Anja Hauth L. Sbaiz Andrea Gesmundo Gábor Bartók Jesse Berent 3DV 148 18 0 15 Feb 2019
Optimizing Controller Placement for Software-Defined Networks Victoria Huang Gang Chen Q. Fu Elliott Wen 66 25 0 14 Feb 2019
ATMSeer: Increasing Transparency and Controllability in Automated Machine LearningInternational Conference on Human Factors in Computing Systems (CHI), 2019 Qianwen Wang Yao Ming Zhihua Jin Qiaomu Shen Dongyu Liu Micah J. Smith K. Veeramachaneni Huamin Qu HAI 165 108 0 13 Feb 2019
Architecture Compression A. Ashok 111 0 0 08 Feb 2019
Investigating Recurrent Neural Network Memory Structures using Neuro-Evolution Alexander Ororbia A. ElSaid Travis J. Desell 214 59 0 06 Feb 2019
A Generalized Framework for Population Based Training Ang Li Ola Spyra Sagi Perel Valentin Dalibard Max Jaderberg Chenjie Gu David Budden Tim Harley Pramod Gupta 150 70 0 05 Feb 2019
DVOLVER: Efficient Pareto-Optimal Neural Network Architecture Search Guillaume Michel M. Alaoui A. Lebois Amal Feriani Mehdi Felhi 3DV 90 10 0 05 Feb 2019
Accuracy vs. Efficiency: Achieving Both through FPGA-Implementation Aware Neural Architecture SearchDesign Automation Conference (DAC), 2019 Weiwen Jiang Xinyi Zhang E. Sha Lei Yang Qingfeng Zhuge Yiyu Shi Jiaxi Hu 210 127 0 31 Jan 2019
The Evolved TransformerInternational Conference on Machine Learning (ICML), 2019 David R. So Chen Liang Quoc V. Le ViT 481 487 0 30 Jan 2019
EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search Jiemin Fang Yukang Chen Xinbang Zhang Qian Zhang Chang Huang Gaofeng Meng Wenyu Liu Xinggang Wang 204 24 0 17 Jan 2019
NeuNetS: An Automated Synthesis Engine for Neural Network Design Atin Sood Benjamin Elder Benjamin Herta Chao Xue C. Bekas ... M. Choudhury Rong Yan R. Istrate Ruchi Puri Tejaswini Pedapati SyDa 114 8 0 17 Jan 2019
Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation Chenxi Liu Liang-Chieh Chen Florian Schroff Hartwig Adam Wei Hua Alan Yuille Li Fei-Fei SSeg 462 1,018 0 10 Jan 2019
Evolutionary Construction of Convolutional Neural Networks Marijn van Knippenberg Vlado Menkovski Sergio Consoli 3DV 95 2 0 02 Jan 2019
Neural Architecture Search Over a Graph Search Space Stanislaw Jastrzebski Quentin de Laroussilhe Mingxing Tan Xiao Ma N. Houlsby Andrea Gesmundo GNN 114 5 0 27 Dec 2018
Evolutionary Neural Architecture Search for Image Restoration Gerard Jacques van Wyk Anna Sergeevna Bosman 114 37 0 14 Dec 2018
SMART: An Open Source Data Labeling Platform for Supervised Learning Robert F. Chew Michael Wenger Caroline Kery Jason Nance Keith Richards Emily C Hadley Peter Baumgartner VLM 62 12 0 11 Dec 2018
Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization Siyuan Qiao Zhe Lin Jianming Zhang Alan Yuille 144 23 0 02 Dec 2018
An Introduction to Deep Reinforcement Learning Vincent François-Lavet Peter Henderson Riashat Islam Marc G. Bellemare Joelle Pineau OffRL AI4CE 348 1,389 0 30 Nov 2018
Evolving Space-Time Neural Architectures for Videos A. Piergiovanni A. Angelova Alexander Toshev Michael S. Ryoo 165 60 0 26 Nov 2018
GP-CNAS: Convolutional Neural Network Architecture Search with Genetic Programming Yiheng Zhu Yichen Yao Zili Wu Yujie Chen Guozheng Li Haoyuan Hu Yinghui Xu 99 7 0 26 Nov 2018
InstaNAS: Instance-aware Neural Architecture Search A. Cheng Chieh Hubert Lin Da-Cheng Juan Wei Wei Min Sun 167 51 0 26 Nov 2018
Evolutionary-Neural Hybrid Agents for Architecture Search Krzysztof Maziarz Mingxing Tan A. Khorlin Quentin de Laroussilhe Andrea Gesmundo 260 42 0 24 Nov 2018
State of the Art in Fair ML: From Moral Philosophy and Legislation to Fair Classifiers Elias Baumann J. L. Rumberger FaML 123 4 0 20 Nov 2018
DarwinML: A Graph-based Evolutionary Algorithm for Automated Machine Learning Fei Qi Z. Xia Gaoyang Tang Hang Yang Yu Song Guangrui Qian Xiong An Chunhuan Lin Guangming Shi AI4CE 101 5 0 20 Nov 2018
Accelerating the Evolution of Convolutional Neural Networks with Node-Level Mutations and Epigenetic Weight InitializationAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2018 Travis J. Desell 88 10 0 17 Nov 2018
Stochastic Adaptive Neural Architecture Search for Keyword SpottingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018 Tom Véniat Olivier Schwander Ludovic Denoyer AI4TS 112 27 0 16 Nov 2018
Layout Design for Intelligent Warehouse by Evolution with Fitness Approximation Haifeng Zhang Zilong Guo Han Cai Chris Wang Weinan Zhang Yong Yu Wenxin Li Jun Wang 114 15 0 14 Nov 2018
You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization Xinbang Zhang Zehao Huang Naiyan Wang 156 96 0 05 Nov 2018
PILAE: A Non-gradient Descent Learning Scheme for Deep Feedforward Neural Networks Ping Guo Ke Wang Xiuling Zhou 162 19 0 05 Nov 2018
Automated Machine Learning: From Principles to Practices Quanming Yao Mengshuo Wang Hugo Jair Escalante Huan Zhao Qiang Yang 323 260 0 31 Oct 2018
Automatically Evolving CNN Architectures Based on Blocks Yizhou Sun Bing Xue Mengjie Zhang Gary G. Yen 3DV 95 29 0 28 Oct 2018
Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells Vladimir Nekrasov Hao Chen Chunhua Shen Ian Reid SSeg 226 153 0 25 Oct 2018
Structure Learning of Deep Networks via DNA Computing Algorithm G. Zhong Tao Li Wenxue Liu Yang Chen 84 5 0 25 Oct 2018
KTAN: Knowledge Transfer Adversarial Network Peiye Liu Wu Liu Huadong Ma Tao Mei Mingoo Seok GAN 135 28 0 18 Oct 2018