v1v2 (latest)

Large-Scale Evolution of Image Classifiers

3 March 2017

Jie Tan

Papers citing "Large-Scale Evolution of Image Classifiers"

50 / 752 papers shown

Title
Evolving Deep Convolutional Neural Networks by Variable-length Particle Swarm Optimization for Image Classification Bin Wang Yizhou Sun Bing Xue Mengjie Zhang 147 179 0 17 Mar 2018
Learning Sparse Deep Feedforward Networks via Tree Skeleton Expansion Zhourong Chen Xiaopeng Li Ningyu Zhang 192 2 0 16 Mar 2018
From Nodes to Networks: Evolving Recurrent Neural Networks Aditya Rawal Risto Miikkulainen 252 54 0 12 Mar 2018
Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing---and BackInternational Conference on Machine Learning (ICML), 2018 Elliot Meyerson Risto Miikkulainen 204 46 0 11 Mar 2018
Evolutionary Architecture Search For Deep Multitask NetworksAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2018 J. Liang Elliot Meyerson Risto Miikkulainen 193 129 0 10 Mar 2018
Transfer Learning with Neural AutoML Catherine Wong N. Houlsby Yifeng Lu Andrea Gesmundo 239 118 0 07 Mar 2018
Evolutionary Generative Adversarial NetworksIEEE Transactions on Evolutionary Computation (IEEE Trans. Evol. Comput.), 2018 Chaoyue Wang Chang Xu Xin Yao Dacheng Tao GAN 280 306 0 01 Mar 2018
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary SearchInternational Conference on Machine Learning (ICML), 2018 Masanori Suganuma Mete Ozay Takayuki Okatani 292 90 0 01 Mar 2018
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency AnalysisACM Computing Surveys (CSUR), 2018 Tal Ben-Nun Torsten Hoefler GNN 276 761 0 26 Feb 2018
Neural Architecture Search with Bayesian Optimisation and Optimal Transport Kirthevasan Kandasamy Willie Neiswanger J. Schneider Barnabás Póczós Eric Xing 448 642 0 11 Feb 2018
AMC: AutoML for Model Compression and Acceleration on Mobile Devices Yihui He Ji Lin Zhijian Liu Hanrui Wang Li Li Song Han 389 1,427 0 10 Feb 2018
Efficient Neural Architecture Search via Parameter Sharing Hieu H. Pham M. Guan Barret Zoph Quoc V. Le J. Dean 404 2,909 0 09 Feb 2018
Regularized Evolution for Image Classifier Architecture Search Esteban Real A. Aggarwal Yanping Huang Quoc V. Le 902 3,201 0 05 Feb 2018
Effective Building Block Design for Deep Convolutional Neural Networks using Search Jayanta K. Dutta Jiayi Liu Unmesh Kurup Mohak Shah 3DV 153 11 0 25 Jan 2018
Dynamic Optimization of Neural Network Structures Using Probabilistic Modeling Shinichi Shirakawa Yasushi Iwata Youhei Akimoto 110 25 0 23 Jan 2018
Learning model-based strategies in simple environments with hierarchical q-networks Necati Alp Muyesser Kyle Dunovan Timothy D. Verstynen 52 1 0 20 Jan 2018
EffNet: An Efficient Structure for Convolutional Neural Networks Ido Freeman L. Roese-Koerner A. Kummert 230 105 0 19 Jan 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 1.9K 22,400 0 13 Jan 2018
DENSER: Deep Evolutionary Network Structured Representation Filipe Assunção Nuno Lourenço Penousal Machado B. Ribeiro 226 111 0 04 Jan 2018
ZOOpt: Toolbox for Derivative-Free Optimization Yu-Ren Liu Yi-Qi Hu Hong Qian Chao Qian Yang Yu GP 157 31 0 31 Dec 2017
Finding Competitive Network Architectures Within a Day Using UCTInternational Conference on Data Science and Advanced Analytics (DSAA), 2017 Martin Wistuba 85 21 0 20 Dec 2017
Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations Yizhou Sun Gary G. Yen Zhang Yi 171 136 0 13 Dec 2017
A Particle Swarm Optimization-based Flexible Convolutional Auto-Encoder for Image Classification Yizhou Sun Bing Xue Mengjie Zhang Gary G. Yen 181 135 0 13 Dec 2017
Progressive Neural Architecture Search Chenxi Liu Barret Zoph Maxim Neumann Jonathon Shlens Wei Hua Li Li Li Fei-Fei Alan Yuille Jonathan Huang Kevin Patrick Murphy 424 2,093 0 02 Dec 2017
Population Based Training of Neural Networks Max Jaderberg Valentin Dalibard Simon Osindero Wojciech M. Czarnecki Jeff Donahue ... Tim Green Iain Dunning Karen Simonyan Chrisantha Fernando Koray Kavukcuoglu 297 811 0 27 Nov 2017
MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks A. Gordon Elad Eban Ofir Nachum Bo Chen Hao Wu Tien-Ju Yang Edward Choi 254 349 0 18 Nov 2017
Simple And Efficient Architecture Search for Convolutional Neural Networks T. Elsken J. H. Metzen Katharina Eggensperger 147 239 0 13 Nov 2017
NeST: A Neural Network Synthesis Tool Based on a Grow-and-Prune Paradigm Xiaoliang Dai Hongxu Yin N. Jha DD 188 249 0 06 Nov 2017
Hierarchical Representations for Efficient Architecture Search Hanxiao Liu Karen Simonyan Oriol Vinyals Chrisantha Fernando Koray Kavukcuoglu 3DV 434 947 0 01 Nov 2017
Minimum Energy Quantized Neural Networks Bert Moons Koen Goetschalckx Nick Van Berckelaer Marian Verhelst MQ 205 128 0 01 Nov 2017
Evolving Deep Convolutional Neural Networks for Image ClassificationIEEE Transactions on Evolutionary Computation (IEEE TEVC), 2017 Yizhou Sun Bing Xue Mengjie Zhang Gary G. Yen ODL 259 627 0 30 Oct 2017
Gradient-free Policy Architecture Search and Adaptation Sayna Ebrahimi Anna Rohrbach Trevor Darrell 94 30 0 16 Oct 2017
A systematic study of the class imbalance problem in convolutional neural networks Mateusz Buda A. Maki Maciej A. Mazurowski 564 2,658 0 15 Oct 2017
Connectivity Learning in Multi-Branch Networks Karim Ahmed Lorenzo Torresani 168 28 0 27 Sep 2017
EDEN: Evolutionary Deep Networks for Efficient Machine Learning Emmanuel Dufourq Bruce A. Bassett 134 77 0 26 Sep 2017
N2N Learning: Network to Network Compression via Policy Gradient Reinforcement Learning A. Ashok Nicholas Rhinehart Fares N. Beainy Kris Kitani 216 176 0 18 Sep 2017
Evolution of Convolutional Highway Networks Oliver Kramer 90 11 0 11 Sep 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 1.8K 31,189 0 05 Sep 2017
Deep learning with convolutional neural networks for decoding and visualization of EEG pathology R. Schirrmeister Lukas A. W. Gemein Katharina Eggensperger Katharina Eggensperger T. Ball MedIm 271 171 0 26 Aug 2017
SMASH: One-Shot Model Architecture Search through HyperNetworks Andrew Brock Theodore Lim J. Ritchie Nick Weston 399 790 0 17 Aug 2017
Towards Evolutional Compression Yunhe Wang Chang Xu Jiayan Qiu Chao Xu Dacheng Tao 92 14 0 25 Jul 2017
Learning Transferable Architectures for Scalable Image Recognition Barret Zoph Vijay Vasudevan Jonathon Shlens Quoc V. Le 681 5,988 0 21 Jul 2017
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey Hirokatsu Kataoka Soma Shirakabe Yun He S. Ueta Teppei Suzuki ... Ryousuke Takasawa Masataka Fuchida Yudai Miyashita Kazushige Okayasu Yuta Matsuzaki 213 1 0 20 Jul 2017
Efficient Architecture Search by Network Transformation Han Cai Tianyao Chen Weinan Zhang Yong Yu Jun Wang OOD 3DV 163 67 0 16 Jul 2017
Data-Driven Sparse Structure Selection for Deep Neural Networks Zehao Huang Naiyan Wang 311 601 0 05 Jul 2017
Automated Problem Identification: Regression vs Classification via Evolutionary Deep Networks Emmanuel Dufourq Bruce A. Bassett 102 15 0 03 Jul 2017
Learning Time/Memory-Efficient Deep Architectures with Budgeted Super Networks Tom Véniat Ludovic Denoyer 252 22 0 31 May 2017
Building effective deep neural network architectures one feature at a time Martin Mundt Tobias Weis K. Konda Visvanathan Ramesh 96 1 0 18 May 2017
DeepArchitect: Automatically Designing and Training Deep Architectures Renato M. P. Negrinho Geoffrey J. Gordon 185 187 0 28 Apr 2017
A Genetic Programming Approach to Designing Convolutional Neural Network Architectures Masanori Suganuma Shinichi Shirakawa T. Nagao 244 602 0 03 Apr 2017