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Hierarchical Representations for Efficient Architecture Search

1 November 2017

Papers citing "Hierarchical Representations for Efficient Architecture Search"

50 / 448 papers shown

Title
Evolving neural networks to follow trajectories of arbitrary complexity Benjamin Inden Jürgen Jost 17 0 0 21 May 2019
AutoDispNet: Improving Disparity Estimation With AutoML Tonmoy Saikia Yassine Marrakchi Arber Zela Frank Hutter Thomas Brox 109 79 0 17 May 2019
Efficient hinging hyperplanes neural network and its application in nonlinear system identification Jun Xu Qinghua Tao Zhen Li Xiangming Xi Johan A. K. Suykens Shuning Wang 91 26 0 15 May 2019
Deep Neural Architecture Search with Deep Graph Bayesian Optimization Lizheng Ma Jiaxu Cui Bo Yang AI4CE BDL 55 50 0 14 May 2019
BayesNAS: A Bayesian Approach for Neural Architecture Search Hongpeng Zhou Minghao Yang Jun Wang Wei Pan BDL 97 202 0 13 May 2019
EENA: Efficient Evolution of Neural Architecture Hui Zhu Zhulin An Chuanguang Yang Kaiqiang Xu Erhu Zhao Yongjun Xu 3DV 101 39 0 10 May 2019
Neural Architecture Refinement: A Practical Way for Avoiding Overfitting in NAS Yangzhou Jiang Cong Zhao Zeyang Dou Lei Pang 56 5 0 07 May 2019
Differentiable Architecture Search with Ensemble Gumbel-Softmax Jianlong Chang Xinbang Zhang Yiwen Guo Gaofeng Meng Shiming Xiang Chunhong Pan 3DPC 51 18 0 06 May 2019
A Survey on Neural Architecture Search Martin Wistuba Ambrish Rawat Tejaswini Pedapati AI4CE 100 259 0 04 May 2019
A Review of Modularization Techniques in Artificial Neural Networks Mohammed Amer Tomás Maul 88 81 0 29 Apr 2019
Progressive Differentiable Architecture Search: Bridging the Depth Gap between Search and Evaluation Xin Chen Lingxi Xie Jun Wu Qi Tian AI4TS MQ 85 667 0 29 Apr 2019
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs Muhan Zhang Shali Jiang Zhicheng Cui Roman Garnett Yixin Chen GNN BDL CML 118 203 0 24 Apr 2019
Language Models with Transformers Chenguang Wang Mu Li Alex Smola 93 122 0 20 Apr 2019
SparseMask: Differentiable Connectivity Learning for Dense Image Prediction Huikai Wu Junge Zhang Kaiqi Huang 3DH 63 19 0 16 Apr 2019
WeNet: Weighted Networks for Recurrent Network Architecture Search Zhiheng Huang Bing Xiang 11 4 0 08 Apr 2019
Resource Constrained Neural Network Architecture Search: Will a Submodularity Assumption Help? Yunyang Xiong Ronak R. Mehta Vikas Singh 89 33 0 08 Apr 2019
Branched Multi-Task Networks: Deciding What Layers To Share Simon Vandenhende Stamatios Georgoulis Bert De Brabandere Luc Van Gool 124 145 0 05 Apr 2019
Template-Based Automatic Search of Compact Semantic Segmentation Architectures Vladimir Nekrasov Chunhua Shen Ian Reid SSeg VLM 51 10 0 04 Apr 2019
Single Path One-Shot Neural Architecture Search with Uniform Sampling Zichao Guo Xiangyu Zhang Haoyuan Mu Wen Heng Zechun Liu Yichen Wei Jian Sun 164 941 0 31 Mar 2019
AutoSlim: Towards One-Shot Architecture Search for Channel Numbers Jiahui Yu Thomas Huang 79 56 0 27 Mar 2019
AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search Linnan Wang Yiyang Zhao Yuu Jinnai Yuandong Tian Rodrigo Fonseca BDL 89 96 0 26 Mar 2019
Efficiently utilizing complex-valued PolSAR image data via a multi-task deep learning framework Lamei Zhang Hongwei Dong B. Zou 34 27 0 24 Mar 2019
Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly Kirthevasan Kandasamy Karun Raju Vysyaraju Willie Neiswanger Biswajit Paria Christopher R. Collins J. Schneider Barnabás Póczós Eric Xing 89 176 0 15 Mar 2019
Inductive Transfer for Neural Architecture Optimization Martin Wistuba Tejaswini Pedapati 50 9 0 08 Mar 2019
Evolutionary Cell Aided Design for Neural Network Architectures Philip Colangelo Oren Segal Alexander Speicher M. Margala 36 3 0 06 Mar 2019
Overcoming Multi-Model Forgetting Yassine Benyahia Kaicheng Yu Kamil Bennani-Smires Martin Jaggi A. Davison Mathieu Salzmann C. Musat MoMe KELM CLL 96 37 0 21 Feb 2019
Evaluating the Search Phase of Neural Architecture Search Kaicheng Yu C. Sciuto Martin Jaggi C. Musat Mathieu Salzmann 110 344 0 21 Feb 2019
Random Search and Reproducibility for Neural Architecture Search Liam Li Ameet Talwalkar OOD 99 727 0 20 Feb 2019
Evolutionary Neural AutoML for Deep Learning J. Liang Elliot Meyerson Babak Hodjat Daniel Fink Karl Mutch Risto Miikkulainen 55 108 0 18 Feb 2019
Probabilistic Neural Architecture Search F. P. Casale Jonathan Gordon Nicolò Fusi TPM 71 77 0 13 Feb 2019
DVOLVER: Efficient Pareto-Optimal Neural Network Architecture Search Guillaume Michel M. Alaoui A. Lebois Amal Feriani Mehdi Felhi 3DV 48 9 0 05 Feb 2019
Learnable Embedding Space for Efficient Neural Architecture Compression Shengcao Cao Xiaofang Wang Kris Kitani 89 43 0 01 Feb 2019
EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search Jiemin Fang Yukang Chen Xinbang Zhang Qian Zhang Chang Huang Gaofeng Meng Wenyu Liu Xinggang Wang 80 24 0 17 Jan 2019
NeuNetS: An Automated Synthesis Engine for Neural Network Design Atin Sood Benjamin Elder Benjamin Herta Chao Xue C. Bekas ... M. Choudhury Rong Yan R. Istrate Ruchi Puri Tejaswini Pedapati SyDa 60 7 0 17 Jan 2019
Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation Chenxi Liu Liang-Chieh Chen Florian Schroff Hartwig Adam Wei Hua Alan Yuille Li Fei-Fei SSeg 128 988 0 10 Jan 2019
Multi-Objective Reinforced Evolution in Mobile Neural Architecture Search Xiangxiang Chu Bo Zhang Ruijun Xu Hailong Ma 99 98 0 04 Jan 2019
SNAS: Stochastic Neural Architecture Search Sirui Xie Hehui Zheng Chunxiao Liu Liang Lin 97 940 0 24 Dec 2018
Meta Architecture Search Albert Eaton Shaw Wei Wei Weiyang Liu Le Song Bo Dai BDL 69 35 0 22 Dec 2018
A Review of Meta-Reinforcement Learning for Deep Neural Networks Architecture Search Yesmina Jaâfra J. Laurent A. Deruyver M. Naceur OOD 49 14 0 17 Dec 2018
Evolutionary Neural Architecture Search for Image Restoration Gerard Jacques van Wyk Anna Sergeevna Bosman 66 36 0 14 Dec 2018
DNQ: Dynamic Network Quantization Yuhui Xu Shuai Zhang Y. Qi Jiaxian Guo Weiyao Lin H. Xiong MQ 45 6 0 06 Dec 2018
ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware Han Cai Ligeng Zhu Song Han 116 1,878 0 02 Dec 2018
Efficient Neural Network Compression Hyeji Kim Muhammad Umar Karim Khan C. Kyung 29 1 0 30 Nov 2018
GP-CNAS: Convolutional Neural Network Architecture Search with Genetic Programming Yiheng Zhu Yichen Yao Zili Wu Yujie Chen Guozheng Li Haoyuan Hu Yinghui Xu 48 6 0 26 Nov 2018
Efficient Structured Pruning and Architecture Searching for Group Convolution Ruizhe Zhao Wayne Luk 101 16 0 23 Nov 2018
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation Bohan Zhuang Chunhua Shen Mingkui Tan Lingqiao Liu Ian Reid MQ 90 154 0 22 Nov 2018
Scene Text Detection with Supervised Pyramid Context Network Enze Xie Yuhang Zang Shuai Shao Gang Yu Cong Yao Guangyao Li 73 227 0 21 Nov 2018
Deep Active Learning with a Neural Architecture Search Yonatan Geifman Ran El-Yaniv AI4CE 77 45 0 19 Nov 2018
PILAE: A Non-gradient Descent Learning Scheme for Deep Feedforward Neural Networks Ping Guo Ke Wang Xiuling Zhou 44 18 0 05 Nov 2018
Automatically Evolving CNN Architectures Based on Blocks Yizhou Sun Bing Xue Mengjie Zhang Gary G. Yen 3DV 58 27 0 28 Oct 2018