Methods › General › Neural Architecture Search › DARTS › Papers where code ran, page 1
Differentiable Architecture Search
DARTS
Papers archive 2025-07-28
archive papers tagged: 143 · with a code link: 73 · where Syntology ran a sample: 21 (16 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (21 of 143 tagged: 16 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument)
Syntology We ran code from the paper's repository; we did not isolate this method inside it.
Page 1 of 1: papers 1 to 21 of the 21 tagged papers where Syntology ran at least one harvested sample (16 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Generalizing Few-Shot NAS with Gradient Matching 29 Mar 2022 · 1 repository · arXiv:2203.15207Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples)
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Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics 26 Aug 2021 · 1 repository · arXiv:2108.11939Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 2 violated, 10 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 14 harvested samples)
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CONet: Channel Optimization for Convolutional Neural Networks 15 Aug 2021 · 1 repository · arXiv:2108.06822Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples)
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Rethinking Architecture Selection in Differentiable NAS 10 Aug 2021 · 1 repository · arXiv:2108.04392Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 8 harvested samples)
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Zero-Cost Operation Scoring in Differentiable Architecture Search 12 Jun 2021 · 1 repository · arXiv:2106.06799Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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Accelerating Neural Architecture Search via Proxy Data 9 Jun 2021 · 1 repository · arXiv:2106.04784Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective 23 Feb 2021 · 4 repositories · arXiv:2102.11535Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples) · 2 pointer-only (licence)
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Rethinking Bottleneck Structure for Efficient Mobile Network Design 5 Jul 2020 · 4 repositories · arXiv:2007.02269Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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Theory-Inspired Path-Regularized Differential Network Architecture Search 30 Jun 2020 · 1 repository · arXiv:2006.16537Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 3 pointer-only (licence)
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Exploring the Loss Landscape in Neural Architecture Search 6 May 2020 · 2 repositories · arXiv:2005.02960Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Angle-based Search Space Shrinking for Neural Architecture Search 28 Apr 2020 · 1 repository · arXiv:2004.13431Syntology 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Geometry-Aware Gradient Algorithms for Neural Architecture Search 16 Apr 2020 · 1 repository · arXiv:2004.07802Syntology official (archive's flag): 3 ran · 12 ran (of which 9 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 15 harvested samples) · 5 pointer-only (licence)
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NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search 28 Mar 2020 · 1 repository · arXiv:2003.12857Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
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Stabilizing Differentiable Architecture Search via Perturbation-based Regularization 12 Feb 2020 · 1 repository · arXiv:2002.05283Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
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Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild 23 Dec 2019 · 4 repositories · arXiv:1912.10952Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Meta-Learning of Neural Architectures for Few-Shot Learning 25 Nov 2019 · 2 repositories · arXiv:1911.11090Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Understanding and Robustifying Differentiable Architecture Search 20 Sep 2019 · 1 repository · arXiv:1909.09656Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 1 pointer-only (licence)
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PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search 12 Jul 2019 · 8 repositories · arXiv:1907.05737Syntology community repositories only · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples) · 1 pointer-only (licence)
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Prune and Replace NAS 18 Jun 2019 · 1 repository · arXiv:1906.07528Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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sharpDARTS: Faster and More Accurate Differentiable Architecture Search 23 Mar 2019 · 2 repositories · arXiv:1903.09900Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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DARTS: Differentiable Architecture Search 24 Jun 2018 · 59 repositories · arXiv:1806.09055Syntology official: harvested, nothing ran · 74 ran (of which 30 constructed an object rather than computing a result; 60 with no instrument failure: 9 honoured, 1 violated, 50 with no contract checked; 14 where Syntology's instrument failed) · 82 unverified (of 156 harvested samples) · 54 pointer-only (licence)