Methods › Computer Vision › Image Models › DeiT › Papers where code ran, page 1
Data-efficient Image Transformer
DeiT
Papers archive 2025-07-28
archive papers tagged: 93 · with a code link: 60 · where Syntology ran a sample: 27 (22 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 (27 of 93 tagged: 22 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 27 of the 27 tagged papers where Syntology ran at least one harvested sample (22 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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LieRE: Generalizing Rotary Position Encodings 14 Jun 2024 · 1 repository · arXiv:2406.10322Syntology official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
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Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP 3 Jun 2024 · 1 repository · arXiv:2406.01583Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 1 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 13 pointer-only (licence)
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A General and Efficient Training for Transformer via Token Expansion 31 Mar 2024 · 1 repository · arXiv:2404.00672Syntology official (archive's flag): 7 ran · 7 ran (of which 1 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 4 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
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Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers 15 Mar 2024 · 1 repository · arXiv:2403.10030Syntology official (archive's flag): 3 ran · 3 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; 3 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples)
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Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model 17 Jan 2024 · 15 repositories · arXiv:2401.09417Syntology official: no sample here; runs from other or unrecorded repositories · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 13 harvested samples) · 2 pointer-only (licence)
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Tuning Pre-trained Model via Moment Probing 21 Jul 2023 · 1 repository · arXiv:2307.11342Syntology official (archive's flag): 8 ran · 8 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; 5 where Syntology's instrument failed) · 5 unverified (of 13 harvested samples) · 13 pointer-only (licence)
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What Makes for Good Visual Tokenizers for Large Language Models? 20 May 2023 · 1 repository · arXiv:2305.12223Syntology 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) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint 18 Dec 2022 · 1 repository · arXiv:2212.09062Syntology 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) · 1 pointer-only (licence)
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NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers 29 Nov 2022 · 1 repository · arXiv:2211.16056Syntology 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) · 0 unverified (of 3 harvested samples)
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Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment 28 Jun 2022 · 1 repository · arXiv:2206.13951Syntology 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) · 1 pointer-only (licence)
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SimA: Simple Softmax-free Attention for Vision Transformers 17 Jun 2022 · 1 repository · arXiv:2206.08898Syntology official (archive's flag): 2 ran · 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) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Automated Progressive Learning for Efficient Training of Vision Transformers 28 Mar 2022 · 2 repositories · arXiv:2203.14509Syntology official (archive's flag): 7 ran · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 13 harvested samples) · 4 pointer-only (licence)
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Unified Visual Transformer Compression 15 Mar 2022 · 1 repository · arXiv:2203.08243Syntology official (archive's flag): 7 ran · 9 ran (of which 3 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 7 unverified (of 16 harvested samples) · 3 pointer-only (licence)
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The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy 12 Mar 2022 · 1 repository · arXiv:2203.06345Syntology official (archive's flag): 11 ran · 11 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; 1 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples) · 2 pointer-only (licence)
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DiT: Self-supervised Pre-training for Document Image Transformer 4 Mar 2022 · 4 repositories · arXiv:2203.02378Syntology community repositories only · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples)
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A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual Attributes 26 Jan 2022 · 1 repository · arXiv:2201.10766Syntology 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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Q-ViT: Fully Differentiable Quantization for Vision Transformer 19 Jan 2022 · 1 repository · arXiv:2201.07703Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Global Vision Transformer Pruning with Hessian-Aware Saliency 10 Oct 2021 · 1 repository · arXiv:2110.04869Syntology 1 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; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer 5 Oct 2021 · 31 repositories · arXiv:2110.02178Syntology 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)
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Rethinking and Improving Relative Position Encoding for Vision Transformer 29 Jul 2021 · 1 repository · arXiv:2107.14222Syntology official (archive's flag): 7 ran · 7 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; 7 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples)
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CMT: Convolutional Neural Networks Meet Vision Transformers 13 Jul 2021 · 14 repositories · arXiv:2107.06263Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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BEiT: BERT Pre-Training of Image Transformers 15 Jun 2021 · 14 repositories · arXiv:2106.08254Syntology official (archive's flag): 1 ran · 6 ran (of which 2 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) · 5 unverified (of 11 harvested samples)
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Container: Context Aggregation Network 2 Jun 2021 · 4 repositories · arXiv:2106.01401Syntology official (archive's flag): 1 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) · 3 unverified (of 7 harvested samples)
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Going deeper with Image Transformers 31 Mar 2021 · 21 repositories · arXiv:2103.17239Syntology official: no sample here; runs from other or unrecorded repositories · 9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 2 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples) · 2 pointer-only (licence)
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CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification 27 Mar 2021 · 15 repositories · arXiv:2103.14899Syntology official (archive's flag): 4 ran · 17 ran (of which 10 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 1 violated, 16 with no contract checked; 0 where Syntology's instrument failed) · 9 unverified (of 26 harvested samples)
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Transformer in Transformer 27 Feb 2021 · 12 repositories · arXiv:2103.00112Syntology official (archive's flag): 4 ran · 16 ran (of which 12 constructed an object rather than computing a result; 15 with no instrument failure: 1 honoured, 1 violated, 13 with no contract checked; 1 where Syntology's instrument failed) · 8 unverified (of 24 harvested samples) · 5 pointer-only (licence)
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Training data-efficient image transformers & distillation through attention 23 Dec 2020 · 40 repositories · arXiv:2012.12877Syntology community repositories only · 12 ran (of which 1 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 3 where Syntology's instrument failed) · 7 unverified (of 19 harvested samples) · 3 pointer-only (licence)