NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search

20 July 2020

Papers citing "NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search"

25 / 75 papers shown

Title
FaPN: Feature-aligned Pyramid Network for Dense Image Prediction Shihua Huang Zhichao Lu Ran Cheng Cheng He 15 203 0 16 Aug 2021
EEEA-Net: An Early Exit Evolutionary Neural Architecture Search C. Termritthikun Yeshi Jamtsho Jirarat Ieamsaard P. Muneesawang Ivan Lee 22 45 0 13 Aug 2021
Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation Shangshang Yang Ye Tian Xiaoshu Xiang Shichen Peng Xing-yi Zhang 34 20 0 10 Aug 2021
Rapid Elastic Architecture Search under Specialized Classes and Resource Constraints Jing Liu Bohan Zhuang Mingkui Tan Xu Liu Dinh Q. Phung Yuanqing Li Jianfei Cai 25 0 0 03 Aug 2021
Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets Hayeon Lee Eunyoung Hyung Sung Ju Hwang 40 43 0 02 Jul 2021
Width Transfer: On the (In)variance of Width Optimization Ting-Wu Chin Diana Marculescu Ari S. Morcos 23 3 0 24 Apr 2021
RetrievalFuse: Neural 3D Scene Reconstruction with a Database Yawar Siddiqui Justus Thies Fangchang Ma Qi Shan Matthias Nießner Pawan Goyal 3DV 16 35 0 31 Mar 2021
Teachers Do More Than Teach: Compressing Image-to-Image Models Qing Jin Jian Ren Oliver J. Woodford Jiazhuo Wang Geng Yuan Yanzhi Wang Sergey Tulyakov 44 54 0 05 Mar 2021
Task-Adaptive Neural Network Search with Meta-Contrastive Learning Wonyong Jeong Hayeon Lee G. Park Eunyoung Hyung Jinheon Baek Sung Ju Hwang 24 9 0 02 Mar 2021
Pareto-Frontier-aware Neural Architecture Generation for Diverse Budgets Yong Guo Yaofo Chen Yin Zheng Qi Chen P. Zhao Jian Chen Junzhou Huang Mingkui Tan 14 7 0 27 Feb 2021
Multi-Objective Meta Learning Feiyang Ye Baijiong Lin Zhixiong Yue Pengxin Guo Qiao Xiao Yu Zhang 49 47 0 14 Feb 2021
CATE: Computation-aware Neural Architecture Encoding with Transformers Shen Yan Kaiqiang Song Z. Feng Mi Zhang 27 24 0 14 Feb 2021
A Comprehensive Survey on Hardware-Aware Neural Architecture Search Hadjer Benmeziane Kaoutar El Maghraoui Hamza Ouarnoughi Smail Niar Martin Wistuba Naigang Wang 39 98 0 22 Jan 2021
Variable Division and Optimization for Constrained Multiobjective Portfolio Problems Yi Chen Aimin Zhou 9 2 0 21 Jan 2021
Single-path Bit Sharing for Automatic Loss-aware Model Compression Jing Liu Bohan Zhuang Peng Chen Chunhua Shen Jianfei Cai Mingkui Tan MQ 15 7 0 13 Jan 2021
Evolving Neural Architecture Using One Shot Model Nilotpal Sinha Kuan-Wen Chen 12 22 0 23 Dec 2020
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces Bert Moons Parham Noorzad Andrii Skliar G. Mariani Dushyant Mehta Chris Lott Tijmen Blankevoort 149 43 0 16 Dec 2020
Multi-objective Neural Architecture Search with Almost No Training Shengran Hu Ran Cheng Cheng He Zhichao Lu 11 6 0 27 Nov 2020
Evolving Search Space for Neural Architecture Search Yuanzheng Ci Chen Lin Ming Sun Boyu Chen Hongwen Zhang Wanli Ouyang 40 43 0 22 Nov 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 14 40 0 14 Sep 2020
From Federated Learning to Federated Neural Architecture Search: A Survey Hangyu Zhu Haoyu Zhang Yaochu Jin FedML OOD AI4CE 14 148 0 12 Sep 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 35 26 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 48 108 0 04 Aug 2020
ReNAS:Relativistic Evaluation of Neural Architecture Search Yixing Xu Yunhe Wang Avishkar Bhoopchand Christopher Mattern A. Grabska-Barwinska Chunjing Xu Chang Xu 32 82 0 30 Sep 2019
Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution T. Elsken J. H. Metzen Frank Hutter 131 499 0 24 Apr 2018