Methods › General › Regularization › Stochastic Depth › Papers where code ran, page 1
Stochastic Depth
Papers archive 2025-07-28
archive papers tagged: 463 · with a code link: 223 · where Syntology ran a sample: 63 (56 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (63 of 463 tagged: 56 with a run with no instrument failure, 7 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 63 of the 63 tagged papers where Syntology ran at least one harvested sample (56 with a run with no instrument failure, 7 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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ZIPA: A family of efficient models for multilingual phone recognition 29 May 2025 · 1 repository · arXiv:2505.23170Syntology 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) · 0 unverified (of 1 harvested sample)
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Swin-LiteMedSAM: A Lightweight Box-Based Segment Anything Model for Large-Scale Medical Image Datasets 11 Sep 2024 · 1 repository · arXiv:2409.07172Syntology 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)
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Improving Representation of High-frequency Components for Medical Visual Foundation Models 19 Jul 2024 · 1 repository · arXiv:2407.14651Syntology official (archive's flag): 15 ran · 15 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 17 harvested samples) · 1 pointer-only (licence)
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SUM: Saliency Unification through Mamba for Visual Attention Modeling 25 Jun 2024 · 1 repository · arXiv:2406.17815Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 14 harvested samples)
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GigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement 17 Jun 2024 · 2 repositories · arXiv:2406.11546Syntology 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) · 1 unverified (of 2 harvested samples)
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NeRF-MAE: Masked AutoEncoders for Self-Supervised 3D Representation Learning for Neural Radiance Fields 1 Apr 2024 · 1 repository · arXiv:2404.01300Syntology 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) · 0 unverified (of 2 harvested samples)
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DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs 28 Mar 2024 · 3 repositories · arXiv:2403.19588Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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DAT++: Spatially Dynamic Vision Transformer with Deformable Attention 4 Sep 2023 · 1 repository · arXiv:2309.01430Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 6 pointer-only (licence)
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Boosting Residual Networks with Group Knowledge 26 Aug 2023 · 1 repository · arXiv:2308.13772Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 2 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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SG-Former: Self-guided Transformer with Evolving Token Reallocation 23 Aug 2023 · 1 repository · arXiv:2308.12216Syntology official (archive's flag): 8 ran · 8 ran (of which 5 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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SwinLSTM:Improving Spatiotemporal Prediction Accuracy using Swin Transformer and LSTM 19 Aug 2023 · 1 repository · arXiv:2308.09891Syntology official (archive's flag): 4 ran · 4 ran (of which 4 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) · 5 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 9 harvested samples)
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Scale-Aware Modulation Meet Transformer 17 Jul 2023 · 2 repositories · arXiv:2307.08579Syntology official (archive's flag): 3 ran · 3 ran (of which 3 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) · 2 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 5 harvested samples)
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TALL: Thumbnail Layout for Deepfake Video Detection 14 Jul 2023 · 1 repository · arXiv:2307.07494Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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SwiFT: Swin 4D fMRI Transformer 12 Jul 2023 · 1 repository · arXiv:2307.05916Syntology official (archive's flag): 8 ran · 25 ran (of which 4 constructed an object rather than computing a result; 21 with no instrument failure: 0 honoured, 0 violated, 21 with no contract checked; 4 where Syntology's instrument failed) · 17 unverified (of 42 harvested samples) · 16 pointer-only (licence)
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Large-scale Dataset Pruning with Dynamic Uncertainty 8 Jun 2023 · 2 repositories · arXiv:2306.05175Syntology official (archive's flag): 10 ran · 11 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 11 harvested samples) · 7 pointer-only (licence)
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LipsFormer: Introducing Lipschitz Continuity to Vision Transformers 19 Apr 2023 · 1 repository · arXiv:2304.09856Syntology official (archive's flag): 4 ran · 4 ran (of which 4 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; every one of the 4 samples that ran constructed an object rather than computing a result (of 7 harvested samples)
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Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene Understanding 14 Apr 2023 · 2 repositories · arXiv:2304.06906Syntology 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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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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N-Gram in Swin Transformers for Efficient Lightweight Image Super-Resolution 21 Nov 2022 · 2 repositories · arXiv:2211.11436Syntology 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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A Perceptual Quality Metric for Video Frame Interpolation 4 Oct 2022 · 1 repository · arXiv:2210.01879Syntology 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) · 0 unverified (of 2 harvested samples)
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3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation 29 Sep 2022 · 2 repositories · arXiv:2209.15076Syntology official (archive's flag): 2 ran · 5 ran (of which 3 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 4 pointer-only (licence)
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Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation 22 Jul 2022 · 1 repository · arXiv:2207.10866Syntology official (archive's flag): 10 ran · 12 ran (of which 7 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 4 where Syntology's instrument failed) · 8 unverified (of 20 harvested samples) · 2 pointer-only (licence)
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Back to the Basics: Revisiting Out-of-Distribution Detection Baselines 7 Jul 2022 · 2 repositories · arXiv:2207.03061Syntology official (archive's flag): 6 ran · 6 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; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
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Global Context Vision Transformers 20 Jun 2022 · 8 repositories · arXiv:2206.09959Syntology official (archive's flag): 12 ran · 21 ran (of which 8 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 4 where Syntology's instrument failed) · 15 unverified (of 36 harvested samples) · 15 pointer-only (licence)
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Tutel: Adaptive Mixture-of-Experts at Scale 7 Jun 2022 · 2 repositories · arXiv:2206.03382Syntology official (archive's flag): 6 ran · 6 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; 0 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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Green Hierarchical Vision Transformer for Masked Image Modeling 26 May 2022 · 1 repository · arXiv:2205.13515Syntology official (archive's flag): 4 ran · 4 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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MulT: An End-to-End Multitask Learning Transformer 17 May 2022 · 1 repository · arXiv:2205.08303Syntology 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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Reinforced Swin-Convs Transformer for Underwater Image Enhancement 1 May 2022 · 1 repository · arXiv:2205.00434Syntology official (archive's flag): 4 ran · 4 ran (of which 4 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) · 4 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 8 harvested samples)
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MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment 19 Apr 2022 · 2 repositories · arXiv:2204.08958Syntology official (archive's flag): 1 ran · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples)
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BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment 18 Apr 2022 · 1 repository · arXiv:2204.08332Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 4 where Syntology's instrument failed) · 1 unverified (of 13 harvested samples) · 2 pointer-only (licence)
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An Extendable, Efficient and Effective Transformer-based Object Detector 17 Apr 2022 · 1 repository · arXiv:2204.07962Syntology 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) · 1 unverified (of 3 harvested samples)
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Vision Transformers for Single Image Dehazing 8 Apr 2022 · 1 repository · arXiv:2204.03883Syntology 5 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; 2 where Syntology's instrument failed) · 5 unverified (of 10 harvested samples) · 3 pointer-only (licence)
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MixFormer: Mixing Features across Windows and Dimensions 6 Apr 2022 · 3 repositories · arXiv:2204.02557Syntology community repositories only · 10 ran (of which 3 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) · 4 unverified (of 14 harvested samples)
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RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution 27 Mar 2022 · 1 repository · arXiv:2203.14186Syntology official (archive's flag): 8 ran · 8 ran (of which 5 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 6 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis 24 Mar 2022 · 2 repositories · arXiv:2203.13278Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 5 pointer-only (licence)
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The Devil Is in the Details: Window-based Attention for Image Compression 16 Mar 2022 · 2 repositories · arXiv:2203.08450Syntology official (archive's flag): 15 ran · 15 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 3 honoured, 0 violated, 8 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 15 harvested samples) · 11 pointer-only (licence)
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Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs 13 Mar 2022 · 8 repositories · arXiv:2203.06717Syntology official (archive's flag): 4 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) · 1 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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Mixing and Shifting: Exploiting Global and Local Dependencies in Vision MLPs 14 Feb 2022 · 2 repositories · arXiv:2202.06510Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 6 pointer-only (licence)
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When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism 26 Jan 2022 · 2 repositories · arXiv:2201.10801Syntology official (archive's flag): 6 ran · 6 ran (of which 6 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; every one of the 6 samples that ran constructed an object rather than computing a result (of 7 harvested samples)
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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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Swin Transformer for Fast MRI 10 Jan 2022 · 2 repositories · arXiv:2201.03230Syntology 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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Vision Transformer with Deformable Attention 3 Jan 2022 · 2 repositories · arXiv:2201.00520Syntology official (archive's flag): 2 ran · 8 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples)
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Vision Transformer for Small-Size Datasets 27 Dec 2021 · 5 repositories · arXiv:2112.13492Syntology official: no sample here; runs from other or unrecorded repositories · 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) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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ELSA: Enhanced Local Self-Attention for Vision Transformer 23 Dec 2021 · 1 repository · arXiv:2112.12786Syntology 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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Swin Transformer V2: Scaling Up Capacity and Resolution 18 Nov 2021 · 23 repositories · arXiv:2111.09883Syntology community repositories only · 17 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 3 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 13 unverified (of 30 harvested samples) · 4 pointer-only (licence)
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HRFormer: High-Resolution Transformer for Dense Prediction 18 Oct 2021 · 1 repository · arXiv:2110.09408Syntology official (archive's flag): 7 ran · 7 ran (of which 7 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified; every one of the 7 samples that ran constructed an object rather than computing a result (of 11 harvested samples)
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UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery 18 Sep 2021 · 1 repository · arXiv:2109.08937Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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SwinIR: Image Restoration Using Swin Transformer 23 Aug 2021 · 9 repositories · arXiv:2108.10257Syntology official (archive's flag): 3 ran · 30 ran (of which 14 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 14 where Syntology's instrument failed) · 15 unverified (of 45 harvested samples) · 5 pointer-only (licence)
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CycleMLP: A MLP-like Architecture for Dense Prediction 21 Jul 2021 · 8 repositories · arXiv:2107.10224Syntology official (archive's flag): 2 ran · 10 ran (of which 6 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 1 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 15 harvested samples) · 2 pointer-only (licence)
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CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows 1 Jul 2021 · 7 repositories · arXiv:2107.00652Syntology official (archive's flag): 2 ran · 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) · 2 unverified (of 6 harvested samples)
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Video Swin Transformer 24 Jun 2021 · 15 repositories · arXiv:2106.13230Syntology official (archive's flag): 3 ran · 19 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 5 where Syntology's instrument failed) · 13 unverified (of 32 harvested samples) · 7 pointer-only (licence)
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DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation 12 Jun 2021 · 1 repository · arXiv:2106.06716Syntology official (archive's flag): 1 ran · 5 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; 4 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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On the Connection between Local Attention and Dynamic Depth-wise Convolution 8 Jun 2021 · 1 repository · arXiv:2106.04263Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 1 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 16 harvested samples) · 9 pointer-only (licence)
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Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation 12 May 2021 · 7 repositories · arXiv:2105.05537Syntology community repositories only · 17 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 18 harvested samples)
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A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images 25 Apr 2021 · 1 repository · arXiv:2104.12137Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Swin Transformer: Hierarchical Vision Transformer using Shifted Windows 25 Mar 2021 · 80 repositories · arXiv:2103.14030Syntology official: harvested, nothing ran · 123 ran (of which 45 constructed an object rather than computing a result; 82 with no instrument failure: 5 honoured, 2 violated, 75 with no contract checked; 41 where Syntology's instrument failed) · 84 unverified (of 207 harvested samples) · 45 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)
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Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation 13 Dec 2020 · 5 repositories · arXiv:2012.07177Syntology community repositories only · 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)
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Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images 20 Nov 2020 · 8 repositories · arXiv:2011.10650Syntology official (archive's flag): 4 ran · 8 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 6 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 4 pointer-only (licence)
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Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition 20 Oct 2020 · 1 repository · arXiv:2010.10504Syntology 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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Self-training with Noisy Student improves ImageNet classification 11 Nov 2019 · 13 repositories · arXiv:1911.04252Syntology official (archive's flag): 6 ran · 13 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 2 honoured, 0 violated, 8 with no contract checked; 3 where Syntology's instrument failed) · 11 unverified (of 24 harvested samples) · 2 pointer-only (licence)
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EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks 28 May 2019 · 144 repositories · arXiv:1905.11946Syntology official: no sample here; runs from other or unrecorded repositories · 198 ran (of which 73 constructed an object rather than computing a result; 157 with no instrument failure: 26 honoured, 2 violated, 129 with no contract checked; 41 where Syntology's instrument failed) · 104 unverified (of 302 harvested samples) · 113 pointer-only (licence)
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Deep Networks with Stochastic Depth 30 Mar 2016 · 15 repositories · arXiv:1603.09382Syntology community repositories only · 8 ran (of which 5 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 2 pointer-only (licence)