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Hierarchical Representations for Efficient Architecture Search

1 November 2017

Papers citing "Hierarchical Representations for Efficient Architecture Search"

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Title
Effective, Efficient and Robust Neural Architecture Search Zhixiong Yue Baijiong Lin Xiaonan Huang Yu Zhang AAML 47 20 0 19 Nov 2020
FDNAS: Improving Data Privacy and Model Diversity in AutoML Chunhui Zhang Yongyuan Liang Xiaoming Yuan Lei Cheng FedML 24 1 0 06 Nov 2020
Neural Architecture Search of SPD Manifold Networks R. Sukthanker Zhiwu Huang Suryansh Kumar Erik Goron Endsjo Yan Wu Luc Van Gool 99 14 0 27 Oct 2020
Task-Aware Neural Architecture Search Cat P. Le Mohammadreza Soltani Robert J. Ravier Vahid Tarokh 47 10 0 27 Oct 2020
AutoML to Date and Beyond: Challenges and Opportunities Shubhra (Santu) Karmaker Md. Mahadi Hassan Micah J. Smith Lei Xu Chengxiang Zhai K. Veeramachaneni 170 233 0 21 Oct 2020
Neural Architecture Performance Prediction Using Graph Neural Networks Jovita Lukasik David Friede Heiner Stuckenschmidt Margret Keuper GNN AI4CE 101 12 0 19 Oct 2020
G-DARTS-A: Groups of Channel Parallel Sampling with Attention Zhaowen Wang Wei Zhang Zhiming Wang 30 3 0 16 Oct 2020
How Does Supernet Help in Neural Architecture Search? Yuge Zhang Quanlu Zhang Yaming Yang 77 10 0 16 Oct 2020
Direct Federated Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta FedML 65 16 0 13 Oct 2020
ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding Yibo Yang Hongyang Li Shan You Fei Wang Chao Qian Zhouchen Lin 63 60 0 13 Oct 2020
Revisiting Neural Architecture Search Anubhav Garg Amit Kumar Saha Debo Dutta 15 2 0 12 Oct 2020
Automated Concatenation of Embeddings for Structured Prediction Xinyu Wang Yong Jiang Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 109 177 0 10 Oct 2020
DOTS: Decoupling Operation and Topology in Differentiable Architecture Search Yuchao Gu Li-Juan Wang Yun-Hai Liu Yi Yang Yu-Huan Wu Shao-Ping Lu Ming-Ming Cheng 127 48 0 02 Oct 2020
NAS-Navigator: Visual Steering for Explainable One-Shot Deep Neural Network Synthesis Anjul Tyagi C. Xie Klaus Mueller 51 6 0 28 Sep 2020
Disentangled Neural Architecture Search Xinyue Zheng Peng Wang Qigang Wang Zhongchao Shi AI4CE 52 4 0 24 Sep 2020
MSR-DARTS: Minimum Stable Rank of Differentiable Architecture Search Kengo Machida Kuniaki Uto Koichi Shinoda Taiji Suzuki 32 0 0 19 Sep 2020
RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning Hao Tan Ran Cheng Shihua Huang Cheng He Changxiao Qiu Fan Yang Ping Luo OOD 72 42 0 14 Sep 2020
AutoML for Multilayer Perceptron and FPGA Co-design Philip Colangelo Oren Segal Alexander Speicher M. Margala 35 3 0 14 Sep 2020
From Federated Learning to Federated Neural Architecture Search: A Survey Hangyu Zhu Haoyu Zhang Yaochu Jin FedML OOD AI4CE 106 154 0 12 Sep 2020
Real Image Super Resolution Via Heterogeneous Model Ensemble using GP-NAS Zhihong Pan Baopu Li Teng Xi Yanwen Fan Gang Zhang Jingtuo Liu Junyu Han Errui Ding SupR 113 1 0 02 Sep 2020
Boosting Share Routing for Multi-task Learning Xiaokai Chen Xiaoguang Gu Libo Fu MoE 23 10 0 01 Sep 2020
A Novel Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms Yizhou Sun Xian Sun Yuhan Fang Gary G. Yen 90 43 0 30 Aug 2020
NAS-DIP: Learning Deep Image Prior with Neural Architecture Search Yunpeng Chen Chen Gao Esther Robb Jia-Bin Huang 77 50 0 26 Aug 2020
Can weight sharing outperform random architecture search? An investigation with TuNAS Gabriel Bender Hanxiao Liu Bo Chen Grace Chu Shuyang Cheng Pieter-Jan Kindermans Quoc V. Le OOD 85 123 0 13 Aug 2020
Network Architecture Search for Domain Adaptation Yichen Li Xingchao Peng OOD 91 15 0 13 Aug 2020
Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and Challenges Aritz D. Martinez Javier Del Ser Esther Villar-Rodriguez E. Osaba Javier Poyatos Siham Tabik Daniel Molina Francisco Herrera 129 28 0 09 Aug 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap Lingxi Xie Xin Chen Kaifeng Bi Longhui Wei Yuhui Xu ... Lanfei Wang Anxiang Xiao Jianlong Chang Xiaopeng Zhang Qi Tian ViT 92 111 0 04 Aug 2020
HMCNAS: Neural Architecture Search using Hidden Markov Chains and Bayesian Optimization Vasco Lopes L. A. Alexandre BDL 15 0 0 31 Jul 2020
Neural Architecture Search as Sparse Supernet Yongpeng Wu Aoming Liu Zhiwu Huang Siwei Zhang Luc Van Gool 49 22 0 31 Jul 2020
CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending Hang Xu Shaoju Wang Xinyue Cai Wei Zhang Xiaodan Liang Zhenguo Li 109 188 0 23 Jul 2020
Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search Yong Guo Yaofo Chen Yin Zheng P. Zhao Jian Chen Junzhou Huang Mingkui Tan 68 68 0 07 Jul 2020
Discretization-Aware Architecture Search Yunjie Tian Chang-rui Liu Lingxi Xie Jianbin Jiao QiXiang Ye 56 32 0 07 Jul 2020
Hyperparameter Optimization in Neural Networks via Structured Sparse Recovery Minsu Cho Mohammadreza Soltani Chinmay Hegde 44 1 0 07 Jul 2020
Surrogate-assisted Particle Swarm Optimisation for Evolving Variable-length Transferable Blocks for Image Classification Bin Wang Bing Xue Mengjie Zhang 84 55 0 03 Jul 2020
NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search Yikang Shen Michele Merler Mayoore S. Jaiswal Hui Wu K. Ramakrishnan ... Chun-Fu Chen Minsik Cho David S. Kung Rogerio Feris Bishwaranjan Bhattacharjee 48 8 0 23 Jun 2020
FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search Jiemin Fang Yuzhu Sun Qian Zhang Kangjian Peng Yuan Li Wenyu Liu Xinggang Wang SSeg 118 34 0 21 Jun 2020
Cyclic Differentiable Architecture Search Hongyuan Yu Houwen Peng Yan Huang Jianlong Fu Hao Du Liang Wang Haibin Ling 3DPC 93 48 0 18 Jun 2020
Differentially-private Federated Neural Architecture Search Ishika Singh Haoyi Zhou Kunlin Yang Mengxiao Ding Bill Lin P. Xie FedML 89 22 0 16 Jun 2020
AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks Yuesong Tian Li Shen Li Shen Guinan Su Zhifeng Li Wei Liu GAN 79 32 0 16 Jun 2020
APQ: Joint Search for Network Architecture, Pruning and Quantization Policy Tianzhe Wang Kuan-Chieh Wang Han Cai Ji Lin Zhijian Liu Song Han MQ 85 176 0 15 Jun 2020
Optimal Transport Kernels for Sequential and Parallel Neural Architecture Search Vu-Linh Nguyen Tam Le M. Yamada Michael A. Osborne AI4TS 102 39 0 13 Jun 2020
Neuroevolution in Deep Neural Networks: Current Trends and Future Challenges E. Galván P. Mooney 111 136 0 09 Jun 2020
Hyperparameter optimization with REINFORCE and Transformers C. Krishna Ashish Gupta Swarnim Narayan Himanshu Rai Diksha Manchanda 50 2 0 01 Jun 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Xiaojiang Chen Xin Wang AI4CE 145 684 0 01 Jun 2020
HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens Zhaohui Yang Yunhe Wang Xinghao Chen Jianyuan Guo Wei Zhang Chao Xu Chunjing Xu Dacheng Tao Chang Xu 93 17 0 29 May 2020
Evolutionary NAS with Gene Expression Programming of Cellular Encoding Clifford Broni-Bediako Yuki Murata L. H. Mormille M. Atsumi 18 6 0 27 May 2020
An Introduction to Neural Architecture Search for Convolutional Networks George Kyriakides K. Margaritis AI4CE 87 27 0 22 May 2020
Optimizing Neural Architecture Search using Limited GPU Time in a Dynamic Search Space: A Gene Expression Programming Approach J. H. Alves L. F. Oliveira 38 5 0 15 May 2020
Dynamic Sparse Training: Find Efficient Sparse Network From Scratch With Trainable Masked Layers Junjie Liu Zhe Xu Runbin Shi R. Cheung Hayden Kwok-Hay So 62 121 0 14 May 2020
A Semi-Supervised Assessor of Neural Architectures Yehui Tang Yunhe Wang Yixing Xu Hanting Chen Chunjing Xu Boxin Shi Chao Xu Qi Tian Chang Xu 71 67 0 14 May 2020