Large-Scale Evolution of Image Classifiers

3 March 2017

Jie Tan

Papers citing "Large-Scale Evolution of Image Classifiers"

37 / 737 papers shown

Title
DENSER: Deep Evolutionary Network Structured Representation Filipe Assunção Nuno Lourenço Penousal Machado B. Ribeiro 16 106 0 04 Jan 2018
ZOOpt: Toolbox for Derivative-Free Optimization Yu-Ren Liu Yi-Qi Hu Hong Qian Chao Qian Yang Yu GP 35 28 0 31 Dec 2017
Finding Competitive Network Architectures Within a Day Using UCT Martin Wistuba 21 22 0 20 Dec 2017
Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations Yizhou Sun Gary G. Yen Zhang Yi 26 131 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 14 133 0 13 Dec 2017
Progressive Neural Architecture Search Chenxi Liu Barret Zoph Maxim Neumann Jonathon Shlens Wei Hua Li-Jia Li Li Fei-Fei Alan Yuille Jonathan Huang Kevin Patrick Murphy 9 1,980 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 6 734 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 29 337 0 18 Nov 2017
Simple And Efficient Architecture Search for Convolutional Neural Networks T. Elsken J. H. Metzen Frank Hutter 36 230 0 13 Nov 2017
NeST: A Neural Network Synthesis Tool Based on a Grow-and-Prune Paradigm Xiaoliang Dai Hongxu Yin N. Jha DD 47 231 0 06 Nov 2017
Hierarchical Representations for Efficient Architecture Search Hanxiao Liu Karen Simonyan Oriol Vinyals Chrisantha Fernando Koray Kavukcuoglu 3DV 26 923 0 01 Nov 2017
Minimum Energy Quantized Neural Networks Bert Moons Koen Goetschalckx Nick Van Berckelaer Marian Verhelst MQ 33 123 0 01 Nov 2017
Evolving Deep Convolutional Neural Networks for Image Classification Yizhou Sun Bing Xue Mengjie Zhang Gary G. Yen ODL 37 568 0 30 Oct 2017
Gradient-free Policy Architecture Search and Adaptation Sayna Ebrahimi Anna Rohrbach Trevor Darrell 14 29 0 16 Oct 2017
A systematic study of the class imbalance problem in convolutional neural networks Mateusz Buda A. Maki Maciej A. Mazurowski 44 2,318 0 15 Oct 2017
Connectivity Learning in Multi-Branch Networks Karim Ahmed Lorenzo Torresani 24 26 0 27 Sep 2017
EDEN: Evolutionary Deep Networks for Efficient Machine Learning Emmanuel Dufourq Bruce A. Bassett 25 71 0 26 Sep 2017
N2N Learning: Network to Network Compression via Policy Gradient Reinforcement Learning A. Ashok Nicholas Rhinehart Fares N. Beainy Kris Kitani 24 170 0 18 Sep 2017
Evolution of Convolutional Highway Networks Oliver Kramer 19 11 0 11 Sep 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 93 26,062 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 Frank Hutter T. Ball MedIm 42 147 0 26 Aug 2017
SMASH: One-Shot Model Architecture Search through HyperNetworks Andrew Brock Theodore Lim J. Ritchie Nick Weston 25 761 0 17 Aug 2017
Towards Evolutional Compression Yunhe Wang Chang Xu Jiayan Qiu Chao Xu Dacheng Tao 22 14 0 25 Jul 2017
Learning Transferable Architectures for Scalable Image Recognition Barret Zoph Vijay Vasudevan Jonathon Shlens Quoc V. Le 95 5,557 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 30 1 0 20 Jul 2017
Efficient Architecture Search by Network Transformation Han Cai Tianyao Chen Weinan Zhang Yong Yu Jun Wang OOD 3DV 34 67 0 16 Jul 2017
Data-Driven Sparse Structure Selection for Deep Neural Networks Zehao Huang Naiyan Wang 53 558 0 05 Jul 2017
Automated Problem Identification: Regression vs Classification via Evolutionary Deep Networks Emmanuel Dufourq Bruce A. Bassett 14 15 0 03 Jul 2017
Learning Time/Memory-Efficient Deep Architectures with Budgeted Super Networks Tom Véniat Ludovic Denoyer 35 21 0 31 May 2017
Building effective deep neural network architectures one feature at a time Martin Mundt Tobias Weis K. Konda Visvanathan Ramesh 24 1 0 18 May 2017
DeepArchitect: Automatically Designing and Training Deep Architectures Renato M. P. Negrinho Geoffrey J. Gordon 31 185 0 28 Apr 2017
A Genetic Programming Approach to Designing Convolutional Neural Network Architectures Masanori Suganuma Shinichi Shirakawa T. Nagao 27 587 0 03 Apr 2017
Born to Learn: the Inspiration, Progress, and Future of Evolved Plastic Artificial Neural Networks Andrea Soltoggio Kenneth O. Stanley S. Risi AI4CE 33 136 0 30 Mar 2017
Large Scale Evolution of Convolutional Neural Networks Using Volunteer Computing Travis J. Desell BDL 31 72 0 15 Mar 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 274 5,330 0 05 Nov 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016
Convolution by Evolution: Differentiable Pattern Producing Networks Chrisantha Fernando Dylan Banarse Malcolm Reynolds F. Besse David Pfau Max Jaderberg Marc Lanctot Daan Wierstra 191 102 0 08 Jun 2016