Methods › General › Activation Functions › ReLU6 › Papers where code ran, page 1

ReLU6

Papers archive 2025-07-28

archive papers tagged: 95 · with a code link: 50 · where Syntology ran a sample: 18 (18 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (18 of 95 tagged: 18 with a run with no instrument failure, 0 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 18 of the 18 tagged papers where Syntology ran at least one harvested sample (18 with a run with no instrument failure, 0 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.

• RepViT: Revisiting Mobile CNN From ViT Perspective
  18 Jul 2023 · 8 repositories · arXiv:2307.09283
  Syntology 6 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; 2 where Syntology's instrument failed) · 6 unverified (of 12 harvested samples) · 5 pointer-only (licence)
• DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models
  26 May 2023 · 1 repository · arXiv:2305.16943
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• RepGhost: A Hardware-Efficient Ghost Module via Re-parameterization
  11 Nov 2022 · 3 repositories · arXiv:2211.06088
  Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 17 harvested samples)
• Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation
  9 Nov 2022 · 2 repositories · arXiv:2211.04772
  Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
• TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation
  12 Apr 2022 · 3 repositories · arXiv:2204.05525
  Syntology community repositories only · 2 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; 0 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples)
• MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer
  5 Oct 2021 · 31 repositories · arXiv:2110.02178
  Syntology official: no sample here; runs from other or unrecorded repositories · 53 ran (of which 31 constructed an object rather than computing a result; 44 with no instrument failure: 1 honoured, 0 violated, 43 with no contract checked; 9 where Syntology's instrument failed) · 15 unverified (of 68 harvested samples) · 18 pointer-only (licence)
• MicroNet: Improving Image Recognition with Extremely Low FLOPs
  12 Aug 2021 · 1 repository · arXiv:2108.05894
  Syntology official (archive's flag): 10 ran · 10 ran (of which 6 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples)
• Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets
  2 Jul 2021 · 1 repository · arXiv:2107.00860
  Syntology official (archive's flag): 7 ran · 12 ran (of which 0 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) · 7 unverified (of 19 harvested samples) · 6 pointer-only (licence)
• Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness
  26 May 2021 · 2 repositories · arXiv:2105.12639
  Syntology official (archive's flag): 5 ran · 8 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; 2 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples)
• LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference
  2 Apr 2021 · 12 repositories · arXiv:2104.01136
  Syntology official (archive's flag): 3 ran · 23 ran (of which 16 constructed an object rather than computing a result; 21 with no instrument failure: 3 honoured, 1 violated, 17 with no contract checked; 2 where Syntology's instrument failed) · 7 unverified (of 30 harvested samples)
• HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation
  14 Dec 2020 · 1 repository · arXiv:2012.07356
  Syntology 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)
• Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search
  29 Oct 2020 · 2 repositories · arXiv:2010.15821
  Syntology community repositories only · 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) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
• Joslim: Joint Widths and Weights Optimization for Slimmable Neural Networks
  23 Jul 2020 · 2 repositories · arXiv:2007.11752
  Syntology community repositories only · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
• Fine-Grained Stochastic Architecture Search
  17 Jun 2020 · 1 repository · arXiv:2006.09581
  Syntology 2 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; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• GhostNet: More Features from Cheap Operations
  27 Nov 2019 · 33 repositories · arXiv:1911.11907
  Syntology community repositories only · 19 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 2 honoured, 0 violated, 14 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (of 23 harvested samples) · 5 pointer-only (licence)
• Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation
  22 Nov 2019 · 9 repositories · arXiv:1911.10194
  Syntology official: harvested, nothing ran · 5 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; 1 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples) · 1 pointer-only (licence)
• Searching for MobileNetV3
  6 May 2019 · 67 repositories · arXiv:1905.02244
  Syntology 86 ran (of which 22 constructed an object rather than computing a result; 75 with no instrument failure: 6 honoured, 2 violated, 67 with no contract checked; 11 where Syntology's instrument failed) · 19 unverified (of 105 harvested samples) · 46 pointer-only (licence)
• MobileNetV2: Inverted Residuals and Linear Bottlenecks
  13 Jan 2018 · 159 repositories · arXiv:1801.04381
  Syntology 85 ran (of which 40 constructed an object rather than computing a result; 65 with no instrument failure: 8 honoured, 0 violated, 57 with no contract checked; 20 where Syntology's instrument failed) · 26 unverified (of 111 harvested samples) · 64 pointer-only (licence)