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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
Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks Xiaodong Cui Wei Zhang Zoltán Tüske M. Picheny ODL 172 98 0 16 Oct 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 323 144 0 15 Oct 2018
Graph HyperNetworks for Neural Architecture Search Chris Zhang Mengye Ren R. Urtasun GNN 266 295 0 12 Oct 2018
NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm Zhichao Lu Ian Whalen Vishnu Boddeti Yashesh D. Dhebar Kalyanmoy Deb E. Goodman W. Banzhaf 205 86 0 08 Oct 2018
Learning with Random Learning Rates Léonard Blier Pierre Wolinski Yann Ollivier OOD 245 21 0 02 Oct 2018
Learning Navigation Behaviors End-to-End with AutoRLIEEE Robotics and Automation Letters (RA-L), 2018 H. Chiang Aleksandra Faust Marek Fiser Anthony G. Francis 274 251 0 26 Sep 2018
Parameterless Stochastic Natural Gradient Method for Discrete Optimization and its Application to Hyper-Parameter Optimization for Neural Network K. Nishida H. Aguirre Shota Saito Shinichi Shirakawa Youhei Akimoto 173 2 0 18 Sep 2018
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction Liang-Chieh Chen Maxwell D. Collins Yukun Zhu George Papandreou Barret Zoph Florian Schroff Hartwig Adam Jonathon Shlens 3DV 179 419 0 11 Sep 2018
Searching Toward Pareto-Optimal Device-Aware Neural Architectures A. Cheng Jin-Dong Dong Chi-Hung Hsu Shu-Huan Chang Min Sun Shih-Chieh Chang Jia Pan Yu-Ting Chen Wei Wei Da-Cheng Juan 191 28 0 29 Aug 2018
Neural Architecture Optimization Renqian Luo Fei Tian Tao Qin Enhong Chen Tie-Yan Liu 3DV 402 689 0 22 Aug 2018
BlockQNN: Efficient Block-wise Neural Network Architecture Generation Zhaobai Zhong Zichen Yang Boyang Deng Junjie Yan Wei Wu Jing Shao Cheng-Lin Liu 189 129 0 16 Aug 2018
Automatically designing CNN architectures using genetic algorithm for image classification Yizhou Sun Bing Xue Mengjie Zhang Gary G. Yen 3DV 186 684 0 11 Aug 2018
Backprop Evolution Maximilian Alber Irwan Bello Barret Zoph Pieter-Jan Kindermans Prajit Ramachandran Quoc V. Le 129 9 0 08 Aug 2018
Teacher Guided Architecture Search P. Bashivan Mark Tensen J. DiCarlo 3DV 237 28 0 04 Aug 2018
GeneSys: Enabling Continuous Learning through Neural Network Evolution in Hardware A. Samajdar Parth Mannan K. Garg T. Krishna 199 21 0 03 Aug 2018
Efficient Progressive Neural Architecture Search Juan-Manuel Perez-Rua M. Baccouche S. Pateux 137 43 0 01 Aug 2018
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design Ningning Ma Xiangyu Zhang Haitao Zheng Jian Sun 405 5,835 0 30 Jul 2018
MaskConnect: Connectivity Learning by Gradient Descent Karim Ahmed Lorenzo Torresani 150 52 0 28 Jul 2018
Coreset-Based Neural Network Compression Abhimanyu Dubey Moitreya Chatterjee Narendra Ahuja 125 84 0 25 Jul 2018
Speeding up the Hyperparameter Optimization of Deep Convolutional Neural NetworksInternational Journal of Computational Intelligence and Applications (IJCIA), 2018 Tobias Hinz Nicolás Navarro-Guerrero S. Magg S. Wermter 135 109 0 19 Jul 2018
Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search Arber Zela Aaron Klein Stefan Falkner Katharina Eggensperger 147 172 0 18 Jul 2018
Adaptive Neural TreesInternational Conference on Machine Learning (ICML), 2018 Ryutaro Tanno Kai Arulkumaran Daniel C. Alexander A. Criminisi A. Nori 688 173 0 17 Jul 2018
A Discriminative Approach to Bayesian Filtering with Applications to Human Neural Decoding Michael C. Burkhart 99 7 0 17 Jul 2018
Auto Deep Compression by Reinforcement Learning Based Actor-Critic Structure Hamed Hakkak OffRL AI4CE 154 1 0 08 Jul 2018
Learning concise representations for regression by evolving networks of treesInternational Conference on Learning Representations (ICLR), 2018 William La Cava T. Singh James Taggart S. Suri J. Moore 176 66 0 03 Jul 2018
Autonomous Deep Learning: A Genetic DCNN Designer for Image Classification Benteng Ma Yong-quan Xia 152 106 0 01 Jul 2018
Auto-Keras: An Efficient Neural Architecture Search SystemKnowledge Discovery and Data Mining (KDD), 2018 Haifeng Jin Qingquan Song Helen Zhou 404 877 0 27 Jun 2018
Limited Evaluation Evolutionary Optimization of Large Neural Networks J. Prellberg Oliver Kramer ODL 61 8 0 26 Jun 2018
Constructing Deep Neural Networks by Bayesian Network Structure Learning R. Y. Rohekar Shami Nisimov Yaniv Gurwicz G. Koren Gal Novik BDL 309 27 0 24 Jun 2018
DPP-Net: Device-aware Progressive Search for Pareto-optimal Neural Architectures Jin-Dong Dong A. Cheng Da-Cheng Juan Wei Wei Min Sun 203 194 0 21 Jun 2018
Lamarckian Evolution of Convolutional Neural Networks J. Prellberg Oliver Kramer ODL 132 18 0 21 Jun 2018
Resource-Efficient Neural Architect Yanqi Zhou S. Ebrahimi Sercan O. Arik Haonan Yu Hairong Liu G. Diamos 169 64 0 12 Jun 2018
Auto-Meta: Automated Gradient Based Meta Learner Search Jaehong Kim Sangyeul Lee Sungwan Kim Moonsu Cha Jung Kwon Lee Youngduck Choi Yongseok Choi Dong-Yeon Cho Jiwon Kim AI4CE 155 43 0 11 Jun 2018
Path-Level Network Transformation for Efficient Architecture Search Han Cai Jiacheng Yang Weinan Zhang Song Han Yong Yu 202 215 0 07 Jun 2018
Adversarial Attack on Graph Structured Data H. Dai Hui Li Tian Tian Xin Huang L. Wang Jun Zhu Le Song GNN AAML OOD 214 841 0 06 Jun 2018
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching from Scratch Jian Ren Zhe Li Jianchao Yang N. Xu Tianbao Yang D. Foran 154 17 0 05 Jun 2018
An Aggressive Genetic Programming Approach for Searching Neural Network Structure Under Computational Constraints Zhe Li Xuehan Xiong Zhou Ren Ning Zhang Xiaoyu Wang Tianbao Yang 82 3 0 03 Jun 2018
TAPAS: Train-less Accuracy Predictor for Architecture Search R. Istrate Florian Scheidegger G. Mariani Dimitrios S. Nikolopoulos C. Bekas A. Malossi OOD 231 77 0 01 Jun 2018
Parallel Architecture and Hyperparameter Search via Successive Halving and Classification Manoj Kumar George E. Dahl Vijay Vasudevan Mohammad Norouzi 137 26 0 25 May 2018
AutoAugment: Learning Augmentation Policies from Data E. D. Cubuk Barret Zoph Dandelion Mané Vijay Vasudevan Quoc V. Le 732 1,898 0 24 May 2018
Automatic Inference of Cross-modal Connection Topologies for X-CNNs Laurynas Karazija Petar Velickovic Pietro Lio 3DPC 91 2 0 02 May 2018
Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution T. Elsken J. H. Metzen Katharina Eggensperger 462 525 0 24 Apr 2018
Limited Evaluation Cooperative Co-evolutionary Differential Evolution for Large-scale NeuroevolutionAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2018 Anil Yaman Decebal Constantin Mocanu Giovanni Iacca G. Fletcher Mykola Pechenizkiy 95 19 0 19 Apr 2018
GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute LearningACM Multimedia (ACM MM), 2018 Siyu Huang Xi Li Zhi-Qi Cheng Zhongfei Zhang Alexander G. Hauptmann 153 58 0 19 Apr 2018
Learning Strict Identity Mappings in Deep Residual Networks Xin Yu Zhiding Yu Srikumar Ramalingam 208 16 0 05 Apr 2018
Meta-Learning Update Rules for Unsupervised Representation Learning Luke Metz Niru Maheswaranathan Brian Cheung Jascha Narain Sohl-Dickstein SSL OOD 237 127 0 31 Mar 2018
HOUDINI: Lifelong Learning as Program Synthesis Lazar Valkov Dipak Chaudhari Akash Srivastava Charles Sutton Swarat Chaudhuri 207 85 0 31 Mar 2018
Incremental Training of Deep Convolutional Neural Networks R. Istrate A. Malossi C. Bekas Dimitrios S. Nikolopoulos CLL 112 21 0 27 Mar 2018
Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy Florian Scheidegger R. Istrate G. Mariani Luca Benini C. Bekas Cristiano Malossi VLM 135 49 0 26 Mar 2018
Fast Neural Architecture Construction using EnvelopeNets Purushotham Kamath Abhishek Singh Debo Dutta 3DPC 225 7 0 18 Mar 2018