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neural-architecture-search-on-cifar-100-1

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PaperCodePercentage ErrorFLOPSPARAMSSearch Time (GPU days)Accuracy (% )ModelNameReleaseDate
Blockwisely Supervised Neural Architecture Search with Knowledge Distillation✓ Link11.7DNA-c2019-11-29
Neural Architecture Transfer✓ Link11.7796M9.0MNAT-M42020-05-12
Neural Architecture Transfer✓ Link12.3492M7.8MNAT-M32020-05-12
Neural Architecture Transfer✓ Link12.5398M6.4MNAT-M22020-05-12
MUXConv: Information Multiplexing in Convolutional Neural Networks✓ Link13.9200M2.1MMUXNet-m2020-03-31
Neural Architecture Transfer✓ Link14.0261M3.8MNAT-M12020-05-12
Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition✓ Link15.6487M2.0MZenNet-2.0M2021-02-01
$β$-DARTS: Beta-Decay Regularization for Differentiable Architecture Search✓ Link16.52β-DARTS2022-03-03
DU-DARTS: Decreasing the Uncertainty of Differentiable Architecture Search✓ Link 16.743.1MDU-DARTS2021-11-23
DARTS-PRIME: Regularization and Scheduling Improve Constrained Optimization in Differentiable NAS17.443.16MDARTS-PRIME2021-06-22
Optimizing Neural Architecture Search using Limited GPU Time in a Dynamic Search Space: A Gene Expression Programming Approach✓ Link18.83NASGEP2020-05-15
$μ$DARTS: Model Uncertainty-Aware Differentiable Architecture Search19.39602M1.57μDARTS2021-07-24
Balanced Mixture of SuperNets for Learning the CNN Pooling Architecture✓ Link79.61Balanced Mixture2023-06-21
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