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Self-supervised Representation Learning for Evolutionary Neural
  Architecture Search

Self-supervised Representation Learning for Evolutionary Neural Architecture Search

IEEE Computational Intelligence Magazine (IEEE CIM), 2020
31 October 2020
Chen Wei
Yiping Tang
Chuang Niu
Haihong Hu
Yue Wang
Jimin Liang
ArXiv (abs)PDFHTML

Papers citing "Self-supervised Representation Learning for Evolutionary Neural Architecture Search"

10 / 10 papers shown
Evolutionary Machine Learning meets Self-Supervised Learning: a comprehensive survey
Evolutionary Machine Learning meets Self-Supervised Learning: a comprehensive survey
Adriano Vinhas
João Correia
Penousal Machado
SSLSyDa
542
0
0
09 Apr 2025
Towards evolution of Deep Neural Networks through contrastive
  Self-Supervised learning
Towards evolution of Deep Neural Networks through contrastive Self-Supervised learning
Adriano Vinhas
João Correia
Penousal Machado
SSL
197
0
0
20 Jun 2024
Are Neural Architecture Search Benchmarks Well Designed? A Deeper Look
  Into Operation Importance
Are Neural Architecture Search Benchmarks Well Designed? A Deeper Look Into Operation ImportanceInformation Sciences (Inf. Sci.), 2023
Vasco Lopes
Bruno Degardin
L. A. Alexandre
359
8
0
29 Mar 2023
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning
DCLP: Neural Architecture Predictor with Curriculum Contrastive LearningAAAI Conference on Artificial Intelligence (AAAI), 2023
Shenghe Zheng
Hongzhi Wang
Tianyu Mu
428
6
0
25 Feb 2023
Explaining Deep Convolutional Neural Networks for Image Classification by Evolving Local Interpretable Model-agnostic Explanations
Explaining Deep Convolutional Neural Networks for Image Classification by Evolving Local Interpretable Model-agnostic ExplanationsIEEE Transactions on Emerging Topics in Computational Intelligence (IEEE TETCI), 2022
Bin Wang
Wenbin Pei
Bing Xue
Mengjie Zhang
FAtt
400
9
0
28 Nov 2022
Anomaly Detection in IR Images of PV Modules using Supervised
  Contrastive Learning
Anomaly Detection in IR Images of PV Modules using Supervised Contrastive LearningProgress in Photovoltaics (Prog. Photovolt.), 2021
Lukas Bommes
M. Hoffmann
C. Buerhop‐Lutz
Tobias Pickel
J. Hauch
Christoph J. Brabec
Andreas Maier
I. M. Peters
305
46
0
06 Dec 2021
BossNAS: Exploring Hybrid CNN-transformers with Block-wisely
  Self-supervised Neural Architecture Search
BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture SearchIEEE International Conference on Computer Vision (ICCV), 2021
Changlin Li
Tao Tang
Guangrun Wang
Jiefeng Peng
Bing Wang
Xiaodan Liang
Xiaojun Chang
ViT
446
123
0
23 Mar 2021
CATE: Computation-aware Neural Architecture Encoding with Transformers
CATE: Computation-aware Neural Architecture Encoding with TransformersInternational Conference on Machine Learning (ICML), 2021
Shen Yan
Kaiqiang Song
Z. Feng
Mi Zhang
301
35
0
14 Feb 2021
Contrastive Embeddings for Neural Architectures
Contrastive Embeddings for Neural Architectures
Daniel Hesslow
Iacopo Poli
216
4
0
08 Feb 2021
Unsupervised Learning of Visual Features by Contrasting Cluster
  Assignments
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCLSSL
1.4K
4,836
0
17 Jun 2020
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