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Large-Scale Evolution of Image Classifiers

3 March 2017

Jie Tan

Papers citing "Large-Scale Evolution of Image Classifiers"

50 / 738 papers shown

Title
GeneSys: Enabling Continuous Learning through Neural Network Evolution in Hardware A. Samajdar Parth Mannan K. Garg T. Krishna 59 20 0 03 Aug 2018
Efficient Progressive Neural Architecture Search Juan-Manuel Perez-Rua M. Baccouche S. Pateux 75 43 0 01 Aug 2018
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design Ningning Ma Xiangyu Zhang Haitao Zheng Jian Sun 193 5,031 0 30 Jul 2018
MaskConnect: Connectivity Learning by Gradient Descent Karim Ahmed Lorenzo Torresani 88 49 0 28 Jul 2018
Coreset-Based Neural Network Compression Abhimanyu Dubey Moitreya Chatterjee Narendra Ahuja 61 81 0 25 Jul 2018
Speeding up the Hyperparameter Optimization of Deep Convolutional Neural Networks Tobias Hinz Nicolás Navarro-Guerrero S. Magg S. Wermter 72 105 0 19 Jul 2018
Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search Arber Zela Aaron Klein Stefan Falkner Frank Hutter 78 161 0 18 Jul 2018
Adaptive Neural Trees Ryutaro Tanno Kai Arulkumaran Daniel C. Alexander A. Criminisi A. Nori 428 168 0 17 Jul 2018
A Discriminative Approach to Bayesian Filtering with Applications to Human Neural Decoding Michael C. Burkhart 29 6 0 17 Jul 2018
Auto Deep Compression by Reinforcement Learning Based Actor-Critic Structure Hamed Hakkak OffRL AI4CE 93 1 0 08 Jul 2018
Learning concise representations for regression by evolving networks of trees William La Cava T. Singh James Taggart S. Suri J. Moore 69 58 0 03 Jul 2018
Autonomous Deep Learning: A Genetic DCNN Designer for Image Classification Benteng Ma Yong-quan Xia 66 103 0 01 Jul 2018
Auto-Keras: An Efficient Neural Architecture Search System Haifeng Jin Qingquan Song Helen Zhou 138 813 0 27 Jun 2018
Limited Evaluation Evolutionary Optimization of Large Neural Networks J. Prellberg Oliver Kramer ODL 29 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 130 26 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 73 182 0 21 Jun 2018
Lamarckian Evolution of Convolutional Neural Networks J. Prellberg Oliver Kramer ODL 54 17 0 21 Jun 2018
Resource-Efficient Neural Architect Yanqi Zhou S. Ebrahimi Sercan O. Arik Haonan Yu Hairong Liu G. Diamos 70 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 73 39 0 11 Jun 2018
Path-Level Network Transformation for Efficient Architecture Search Han Cai Jiacheng Yang Weinan Zhang Song Han Yong Yu 76 211 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 115 779 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 78 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 57 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 93 76 0 01 Jun 2018
Parallel Architecture and Hyperparameter Search via Successive Halving and Classification Manoj Kumar George E. Dahl Vijay Vasudevan Mohammad Norouzi 84 25 0 25 May 2018
AutoAugment: Learning Augmentation Policies from Data E. D. Cubuk Barret Zoph Dandelion Mané Vijay Vasudevan Quoc V. Le 137 1,777 0 24 May 2018
Automatic Inference of Cross-modal Connection Topologies for X-CNNs Laurynas Karazija Petar Velickovic Pietro Lio 3DPC 11 2 0 02 May 2018
Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution T. Elsken J. H. Metzen Frank Hutter 240 503 0 24 Apr 2018
Limited Evaluation Cooperative Co-evolutionary Differential Evolution for Large-scale Neuroevolution Anil Yaman Decebal Constantin Mocanu Giovanni Iacca G. Fletcher Mykola Pechenizkiy 35 19 0 19 Apr 2018
GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning Siyu Huang Xi Li Zhi-Qi Cheng Zhongfei Zhang Alexander G. Hauptmann 83 56 0 19 Apr 2018
Learning Strict Identity Mappings in Deep Residual Networks Xin Yu Zhiding Yu Srikumar Ramalingam 78 17 0 05 Apr 2018
Meta-Learning Update Rules for Unsupervised Representation Learning Luke Metz Niru Maheswaranathan Brian Cheung Jascha Narain Sohl-Dickstein SSL OOD 85 123 0 31 Mar 2018
HOUDINI: Lifelong Learning as Program Synthesis Lazar Valkov Dipak Chaudhari Akash Srivastava Charles Sutton Swarat Chaudhuri 83 82 0 31 Mar 2018
Incremental Training of Deep Convolutional Neural Networks R. Istrate A. Malossi C. Bekas Dimitrios S. Nikolopoulos CLL 68 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 70 46 0 26 Mar 2018
Fast Neural Architecture Construction using EnvelopeNets Purushotham Kamath Abhishek Singh Debo Dutta 3DPC 69 7 0 18 Mar 2018
Evolving Deep Convolutional Neural Networks by Variable-length Particle Swarm Optimization for Image Classification Bin Wang Yizhou Sun Bing Xue Mengjie Zhang 95 168 0 17 Mar 2018
Learning Sparse Deep Feedforward Networks via Tree Skeleton Expansion Zhourong Chen Xiaopeng Li N. Zhang 47 2 0 16 Mar 2018
From Nodes to Networks: Evolving Recurrent Neural Networks Aditya Rawal Risto Miikkulainen 136 53 0 12 Mar 2018
Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing---and Back Elliot Meyerson Risto Miikkulainen 69 45 0 11 Mar 2018
Evolutionary Architecture Search For Deep Multitask Networks J. Liang Elliot Meyerson Risto Miikkulainen 91 121 0 10 Mar 2018
Transfer Learning with Neural AutoML Catherine Wong N. Houlsby Yifeng Lu Andrea Gesmundo 73 114 0 07 Mar 2018
Evolutionary Generative Adversarial Networks Chaoyue Wang Chang Xu Xin Yao Dacheng Tao GAN 166 284 0 01 Mar 2018
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search Masanori Suganuma Mete Ozay Takayuki Okatani 135 87 0 01 Mar 2018
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis Tal Ben-Nun Torsten Hoefler GNN 87 713 0 26 Feb 2018
Neural Architecture Search with Bayesian Optimisation and Optimal Transport Kirthevasan Kandasamy Willie Neiswanger J. Schneider Barnabás Póczós Eric Xing 155 609 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 123 1,350 0 10 Feb 2018
Efficient Neural Architecture Search via Parameter Sharing Hieu H. Pham M. Guan Barret Zoph Quoc V. Le J. Dean 144 2,776 0 09 Feb 2018
Regularized Evolution for Image Classifier Architecture Search Esteban Real A. Aggarwal Yanping Huang Quoc V. Le 258 3,051 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 75 11 0 25 Jan 2018