Large-Scale Evolution of Image Classifiers

3 March 2017

Jie Tan

Papers citing "Large-Scale Evolution of Image Classifiers"

50 / 737 papers shown

Title
Optimizing Convolutional Neural Networks for Embedded Systems by Means of Neuroevolution Filip Badáň Lukás Sekanina 17 4 0 15 Oct 2019
Learning Generalisable Omni-Scale Representations for Person Re-Identification Kaiyang Zhou Yongxin Yang Andrea Cavallaro Tao Xiang 30 217 0 15 Oct 2019
One-Shot Neural Architecture Search via Self-Evaluated Template Network Xuanyi Dong Yezhou Yang ViT 11 184 0 13 Oct 2019
ClassyTune: A Performance Auto-Tuner for Systems in the Cloud Yuqing Zhu Jianxun Liu 16 14 0 12 Oct 2019
Flexible Multi-task Networks by Learning Parameter Allocation Krzysztof Maziarz Efi Kokiopoulou Andrea Gesmundo L. Sbaiz Gábor Bartók Jesse Berent 32 13 0 10 Oct 2019
Searching for A Robust Neural Architecture in Four GPU Hours Xuanyi Dong Yezhou Yang 20 648 0 10 Oct 2019
Differentiable Sparsification for Deep Neural Networks Yognjin Lee 22 7 0 08 Oct 2019
Energy-Aware Neural Architecture Optimization with Fast Splitting Steepest Descent Dilin Wang Meng Li Lemeng Wu Vikas Chandra Qiang Liu 46 20 0 07 Oct 2019
Policies Modulating Trajectory Generators Atil Iscen Ken Caluwaerts Jie Tan Tingnan Zhang Erwin Coumans Vikas Sindhwani Vincent Vanhoucke 22 131 0 07 Oct 2019
Improving One-shot NAS by Suppressing the Posterior Fading Xiang Li Chen Lin Chuming Li Ming Sun Wei Wu Junjie Yan Wanli Ouyang 8 76 0 06 Oct 2019
How does topology influence gradient propagation and model performance of deep networks with DenseNet-type skip connections? Kartikeya Bhardwaj Guihong Li R. Marculescu 38 1 0 02 Oct 2019
Automated design of error-resilient and hardware-efficient deep neural networks Christoph Schorn T. Elsken Sebastian Vogel Armin Runge A. Guntoro G. Ascheid AAML 17 32 0 30 Sep 2019
Training convolutional neural networks with cheap convolutions and online distillation Jiao Xie Shaohui Lin Yichen Zhang Linkai Luo 27 12 0 28 Sep 2019
Constrained deep neural network architecture search for IoT devices accounting hardware calibration Florian Scheidegger Luca Benini C. Bekas A. Malossi 3DV 32 15 0 24 Sep 2019
Understanding and Robustifying Differentiable Architecture Search Arber Zela T. Elsken Tonmoy Saikia Yassine Marrakchi Thomas Brox Frank Hutter OOD AAML 66 369 0 20 Sep 2019
Genetic Neural Architecture Search for automatic assessment of human sperm images Erfan Miahi Seyed Abolghasem Mirroshandel Alexis Nasr 19 29 0 20 Sep 2019
Photorealistic Material Editing Through Direct Image Manipulation K. Zsolnai-Fehér Peter Wonka Michael Wimmer DiffM 16 7 0 12 Sep 2019
CARS: Continuous Evolution for Efficient Neural Architecture Search Zhaohui Yang Yunhe Wang Xinghao Chen Boxin Shi Chao Xu Chunjing Xu Qi Tian Chang Xu 15 224 0 11 Sep 2019
Auto-GNN: Neural Architecture Search of Graph Neural Networks Kaixiong Zhou Qingquan Song Xiao Huang Xia Hu GNN 61 178 0 07 Sep 2019
Efficient Automatic Meta Optimization Search for Few-Shot Learning Xinyue Zheng Peng Wang Qigang Wang Zhongchao Shi Feiyu Xu 11 0 0 06 Sep 2019
Efficient Neural Architecture Transformation Searchin Channel-Level for Object Detection Junran Peng Ming Sun Zhaoxiang Zhang Tieniu Tan Junjie Yan ViT 35 56 0 05 Sep 2019
MANAS: Multi-Agent Neural Architecture Search Vasco Lopes Fabio Maria Carlucci P. Esperança Marco Singh Victor Gabillon Antoine Yang Hang Xu Zewei Chen Jun Wang 37 23 0 03 Sep 2019
On the Bounds of Function Approximations Adrian de Wynter 34 3 0 26 Aug 2019
Neural Architecture Search by Estimation of Network Structure Distributions A. Muravev Jenni Raitoharju Moncef Gabbouj OOD 16 1 0 19 Aug 2019
Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks Zhaoyang Zhang Jingyu Li Wenqi Shao Zhanglin Peng Ruimao Zhang Xiaogang Wang Ping Luo 24 37 0 16 Aug 2019
Exploiting Channel Similarity for Accelerating Deep Convolutional Neural Networks Yunxiang Zhang Chenglong Zhao Bingbing Ni Jian Zhang Haoran Deng 27 2 0 06 Aug 2019
AutoML: A Survey of the State-of-the-Art Xin He Kaiyong Zhao Xiaowen Chu 48 1,423 0 02 Aug 2019
Particle Swarm Optimisation for Evolving Deep Neural Networks for Image Classification by Evolving and Stacking Transferable Blocks Bin Wang Bing Xue Mengjie Zhang 27 50 0 29 Jul 2019
Self-Adaptive 2D-3D Ensemble of Fully Convolutional Networks for Medical Image Segmentation Maria G. Baldeon Calisto S. Lai-Yuen 38 15 0 26 Jul 2019
Co-Evolutionary Compression for Unpaired Image Translation Han Shu Yunhe Wang Xu Jia Kai Han Hanting Chen Chunjing Xu Qi Tian Chang Xu 6 86 0 25 Jul 2019
Towards AutoML in the presence of Drift: first results Jorge G. Madrid Hugo Jair Escalante E. Morales Wei-Wei Tu Yang Yu Lisheng Sun-Hosoya Isabelle M Guyon Michele Sebag 13 25 0 24 Jul 2019
MemNet: Memory-Efficiency Guided Neural Architecture Search with Augment-Trim learning Peiye Liu Bo Wu Huadong Ma Mingoo Seok 28 6 0 22 Jul 2019
Techniques for Automated Machine Learning Yi-Wei Chen Qingquan Song Xia Hu 18 48 0 21 Jul 2019
Automated Machine Learning in Practice: State of the Art and Recent Results Lukas Tuggener Mohammadreza Amirian Katharina Rombach Stefan Lörwald Anastasia Varlet Christian Westermann Thilo Stadelmann 21 63 0 19 Jul 2019
XferNAS: Transfer Neural Architecture Search Martin Wistuba 29 12 0 18 Jul 2019
Controlling Model Complexity in Probabilistic Model-Based Dynamic Optimization of Neural Network Structures Shota Saito Shinichi Shirakawa 13 3 0 15 Jul 2019
PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search Yuhui Xu Lingxi Xie Xiaopeng Zhang Xin Chen Guo-Jun Qi Qi Tian H. Xiong 48 605 0 12 Jul 2019
EPNAS: Efficient Progressive Neural Architecture Search Yanqi Zhou Peng Wang Sercan Ö. Arik Haonan Yu Syed Zawad Feng Yan G. Diamos 19 5 0 07 Jul 2019
AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates Ning Liu Xiaolong Ma Zhiyuan Xu Yanzhi Wang Jian Tang Jieping Ye 43 185 0 06 Jul 2019
Hardware/Software Co-Exploration of Neural Architectures Weiwen Jiang Lei Yang E. Sha Qingfeng Zhuge Shouzhen Gu Sakyasingha Dasgupta Yiyu Shi Jiaxi Hu 26 130 0 06 Jul 2019
Neural Network Architecture Search with Differentiable Cartesian Genetic Programming for Regression Marcus Märtens Dario Izzo 18 9 0 03 Jul 2019
Evolving Robust Neural Architectures to Defend from Adversarial Attacks Shashank Kotyan Danilo Vasconcellos Vargas OOD AAML 24 36 0 27 Jun 2019
AGAN: Towards Automated Design of Generative Adversarial Networks Hanchao Wang Jun Huan GAN AI4CE 19 37 0 25 Jun 2019
SwiftNet: Using Graph Propagation as Meta-knowledge to Search Highly Representative Neural Architectures Hsin-Pai Cheng Tunhou Zhang Yukun Yang Feng Yan Shiyu Li Harris Teague H. Li Yiran Chen 25 11 0 19 Jun 2019
Sample-Efficient Neural Architecture Search by Learning Action Space Linnan Wang Saining Xie Teng Li Rodrigo Fonseca Yuandong Tian 15 45 0 17 Jun 2019
Weight Agnostic Neural Networks Adam Gaier David R Ha OOD 38 239 0 11 Jun 2019
DiCENet: Dimension-wise Convolutions for Efficient Networks Sachin Mehta Hannaneh Hajishirzi Mohammad Rastegari 36 43 0 08 Jun 2019
AutoGrow: Automatic Layer Growing in Deep Convolutional Networks W. Wen Feng Yan Yiran Chen H. Li 18 38 0 07 Jun 2019
V-NAS: Neural Architecture Search for Volumetric Medical Image Segmentation Zhuotun Zhu Chenxi Liu Dong Yang Alan Yuille Daguang Xu 29 104 0 06 Jun 2019
StyleNAS: An Empirical Study of Neural Architecture Search to Uncover Surprisingly Fast End-to-End Universal Style Transfer Networks Jie An Haoyi Xiong Jinwen Ma Jiebo Luo Jun Huan OOD 19 5 0 06 Jun 2019