Methods › General › Feedforward Networks › Position-Wise Feed-Forward Layer › Papers where code ran, page 20
Position-Wise Feed-Forward Layer
Papers archive 2025-07-28
archive papers tagged: 13,895 · with a code link: 6,514 · where Syntology ran a sample: 2,229 (1,902 with a run with no instrument failure, 327 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (2,229 of 13,895 tagged: 1,902 with a run with no instrument failure, 327 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 20 of 23: papers 1,901 to 2,000 of the 2,229 tagged papers where Syntology ran at least one harvested sample (1,902 with a run with no instrument failure, 327 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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The DEformer: An Order-Agnostic Distribution Estimating Transformer 13 Jun 2021 · 1 repository · arXiv:2106.06989Syntology official (archive's flag): 2 ran · 2 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 5 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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Neural Symbolic Regression that Scales 11 Jun 2021 · 2 repositories · arXiv:2106.06427Syntology official: harvested, nothing 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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Break-It-Fix-It: Unsupervised Learning for Program Repair 11 Jun 2021 · 1 repository · arXiv:2106.06600Syntology 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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CAT: Cross Attention in Vision Transformer 10 Jun 2021 · 1 repository · arXiv:2106.05786Syntology 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)
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Space-time Mixing Attention for Video Transformer 10 Jun 2021 · 1 repository · arXiv:2106.05968Syntology 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)
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Scaling Vision with Sparse Mixture of Experts 10 Jun 2021 · 1 repository · arXiv:2106.05974Syntology 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)
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Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding 9 Jun 2021 · 1 repository · arXiv:2106.04970Syntology 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) · 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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DETReg: Unsupervised Pretraining with Region Priors for Object Detection 8 Jun 2021 · 1 repository · arXiv:2106.04550Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias 7 Jun 2021 · 2 repositories · arXiv:2106.03348Syntology official: no sample here; runs from other or unrecorded repositories · 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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Shuffle Transformer: Rethinking Spatial Shuffle for Vision Transformer 7 Jun 2021 · 4 repositories · arXiv:2106.03650Syntology 10 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; 2 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples) · 6 pointer-only (licence)
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Person Re-Identification with a Locally Aware Transformer 7 Jun 2021 · 1 repository · arXiv:2106.03720Syntology official (archive's flag): 2 ran · 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)
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Uformer: A General U-Shaped Transformer for Image Restoration 6 Jun 2021 · 4 repositories · arXiv:2106.03106Syntology official (archive's flag): 3 ran · 6 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 3 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 2 pointer-only (licence)
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Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding 5 Jun 2021 · 1 repository · arXiv:2106.02795Syntology 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)
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Few-Shot Segmentation via Cycle-Consistent Transformer 4 Jun 2021 · 2 repositories · arXiv:2106.02320Syntology community repositories only · 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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Anticipative Video Transformer 3 Jun 2021 · 1 repository · arXiv:2106.02036Syntology 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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Offline Reinforcement Learning as One Big Sequence Modeling Problem 3 Jun 2021 · 2 repositories · arXiv:2106.02039Syntology official (archive's flag): 16 ran · 23 ran (of which 0 constructed an object rather than computing a result; 22 with no instrument failure: 1 honoured, 0 violated, 21 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 28 harvested samples) · 1 pointer-only (licence)
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IrEne: Interpretable Energy Prediction for Transformers 2 Jun 2021 · 1 repository · arXiv:2106.01199Syntology official (archive's flag): 3 ran · 3 ran (of which 2 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization 2 Jun 2021 · 1 repository · arXiv:2106.01317Syntology 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) · 0 unverified (of 5 harvested samples)
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Decision Transformer: Reinforcement Learning via Sequence Modeling 2 Jun 2021 · 20 repositories · arXiv:2106.01345Syntology community repositories only · 17 ran (of which 10 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 4 where Syntology's instrument failed) · 9 unverified (of 26 harvested samples) · 8 pointer-only (licence)
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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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You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection 1 Jun 2021 · 2 repositories · arXiv:2106.00666Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (of 10 harvested samples) · 5 pointer-only (licence)
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G-Transformer for Document-level Machine Translation 31 May 2021 · 1 repository · arXiv:2105.14761Syntology official (archive's flag): 2 ran · 2 ran (of which 2 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; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
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Cascaded Head-colliding Attention 31 May 2021 · 1 repository · arXiv:2105.14850Syntology official (archive's flag): 3 ran · 9 ran (of which 4 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 1 violated, 3 with no contract checked; 4 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 5 pointer-only (licence)
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Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition 31 May 2021 · 2 repositories · arXiv:2105.15075Syntology 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) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers 31 May 2021 · 28 repositories · arXiv:2105.15203Syntology official: no sample here; runs from other or unrecorded repositories · 66 ran (of which 22 constructed an object rather than computing a result; 62 with no instrument failure: 0 honoured, 1 violated, 61 with no contract checked; 4 where Syntology's instrument failed) · 20 unverified (of 86 harvested samples) · 20 pointer-only (licence)
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TransMatcher: Deep Image Matching Through Transformers for Generalizable Person Re-identification 30 May 2021 · 2 repositories · arXiv:2105.14432Syntology official (archive's flag): 5 ran · 13 ran (of which 4 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 4 where Syntology's instrument failed) · 8 unverified (of 21 harvested samples) · 1 pointer-only (licence)
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ByT5: Towards a token-free future with pre-trained byte-to-byte models 28 May 2021 · 5 repositories · arXiv:2105.13626Syntology official (archive's flag): 4 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) · 1 unverified (of 6 harvested samples)
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ResT: An Efficient Transformer for Visual Recognition 28 May 2021 · 5 repositories · arXiv:2105.13677Syntology official (archive's flag): 9 ran · 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) · 0 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Towards mental time travel: a hierarchical memory for reinforcement learning agents 28 May 2021 · 5 repositories · arXiv:2105.14039Syntology official (archive's flag): 1 ran · 3 ran (of which 2 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)
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An Attention Free Transformer 28 May 2021 · 11 repositories · arXiv:2105.14103Syntology 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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Selective Knowledge Distillation for Neural Machine Translation 27 May 2021 · 1 repository · arXiv:2105.12967Syntology 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) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal Attention 27 May 2021 · 2 repositories · arXiv:2105.13495Syntology official (archive's flag): 3 ran · 13 ran (of which 11 constructed an object rather than computing a result; 13 with no instrument failure: 1 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 15 harvested samples) · 15 pointer-only (licence)
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Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading 26 May 2021 · 1 repository · arXiv:2105.12825Syntology 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) · 1 pointer-only (licence)
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CogView: Mastering Text-to-Image Generation via Transformers 26 May 2021 · 4 repositories · arXiv:2105.13290Syntology official (archive's flag): 4 ran · 4 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; 1 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
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Personalized Transformer for Explainable Recommendation 25 May 2021 · 1 repository · arXiv:2105.11601Syntology official (archive's flag): 6 ran · 6 ran (of which 4 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training 24 May 2021 · 1 repository · arXiv:2105.11333Syntology 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)
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AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly 22 May 2021 · 1 repository · arXiv:2105.10762Syntology 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) · 1 unverified (of 3 harvested samples)
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DeepCAD: A Deep Generative Network for Computer-Aided Design Models 20 May 2021 · 1 repository · arXiv:2105.09492Syntology 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) · 5 unverified (of 7 harvested samples)
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Relative Positional Encoding for Transformers with Linear Complexity 18 May 2021 · 1 repository · arXiv:2105.08399Syntology 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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Vision Transformers are Robust Learners 17 May 2021 · 1 repository · arXiv:2105.07581Syntology official (archive's flag): 3 ran · 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) · 0 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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Episodic Transformer for Vision-and-Language Navigation 13 May 2021 · 1 repository · arXiv:2105.06453Syntology 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) · 4 unverified (of 6 harvested samples)
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A Large-Scale Benchmark for Food Image Segmentation 12 May 2021 · 2 repositories · arXiv:2105.05409Syntology 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) · 1 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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Segmenter: Transformer for Semantic Segmentation 12 May 2021 · 8 repositories · arXiv:2105.05633Syntology community repositories only · 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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EL-Attention: Memory Efficient Lossless Attention for Generation 11 May 2021 · 1 repository · arXiv:2105.04779Syntology official (archive's flag): 6 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) · 0 unverified (of 6 harvested samples) · 2 pointer-only (licence)
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MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAE 10 May 2021 · 1 repository · arXiv:2105.04090Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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FNet: Mixing Tokens with Fourier Transforms 9 May 2021 · 12 repositories · arXiv:2105.03824Syntology 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) · 1 pointer-only (licence)
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Instances as Queries 5 May 2021 · 5 repositories · arXiv:2105.01928Syntology 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) · 1 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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MLP-Mixer: An all-MLP Architecture for Vision 4 May 2021 · 49 repositories · arXiv:2105.01601Syntology official: harvested, nothing ran · 114 ran (of which 77 constructed an object rather than computing a result; 105 with no instrument failure: 2 honoured, 0 violated, 103 with no contract checked; 9 where Syntology's instrument failed) · 20 unverified (of 134 harvested samples) · 40 pointer-only (licence)
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Emerging Properties in Self-Supervised Vision Transformers 29 Apr 2021 · 32 repositories · arXiv:2104.14294Syntology official: no sample here; runs from other or unrecorded repositories · 14 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 1 violated, 9 with no contract checked; 4 where Syntology's instrument failed) · 6 unverified (of 20 harvested samples) · 4 pointer-only (licence)
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AMR Parsing with Action-Pointer Transformer 29 Apr 2021 · 1 repository · arXiv:2104.14674Syntology 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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Inpainting Transformer for Anomaly Detection 28 Apr 2021 · 2 repositories · arXiv:2104.13897Syntology 4 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; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Visformer: The Vision-friendly Transformer 26 Apr 2021 · 5 repositories · arXiv:2104.12533Syntology 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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MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding 26 Apr 2021 · 5 repositories · arXiv:2104.12763Syntology community repositories only · 7 ran (of which 4 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples)
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Visual Saliency Transformer 25 Apr 2021 · 2 repositories · arXiv:2104.12099Syntology 7 ran (of which 4 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples) · 11 pointer-only (licence)
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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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baller2vec++: A Look-Ahead Multi-Entity Transformer For Modeling Coordinated Agents 24 Apr 2021 · 1 repository · arXiv:2104.11980Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
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VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text 22 Apr 2021 · 5 repositories · arXiv:2104.11178Syntology community repositories only · 5 ran (of which 4 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) · 3 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Multi-Modal Fusion Transformer for End-to-End Autonomous Driving 19 Apr 2021 · 2 repositories · arXiv:2104.09224Syntology official (archive's flag): 3 ran · 9 ran (of which 7 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 1 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 15 harvested samples)
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When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset 18 Apr 2021 · 2 repositories · arXiv:2104.08671Syntology official (archive's flag): 1 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)
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Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation 18 Apr 2021 · 1 repository · arXiv:2104.08771Syntology 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) · 3 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Vision Transformer Pruning 17 Apr 2021 · 2 repositories · arXiv:2104.08500Syntology 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) · 1 pointer-only (licence)
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Condenser: a Pre-training Architecture for Dense Retrieval 16 Apr 2021 · 1 repository · arXiv:2104.08253Syntology official (archive's flag): 2 ran · 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) · 1 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 3 harvested samples)
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Sparse Attention with Linear Units 14 Apr 2021 · 3 repositories · arXiv:2104.07012Syntology official: harvested, nothing ran · 3 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; 0 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples)
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QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering 13 Apr 2021 · 6 repositories · arXiv:2104.06378Syntology 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) · 17 unverified (of 25 harvested samples) · 5 pointer-only (licence)
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ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration 13 Apr 2021 · 1 repository · arXiv:2104.06468Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 2 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples)
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Escaping the Big Data Paradigm with Compact Transformers 12 Apr 2021 · 9 repositories · arXiv:2104.05704Syntology community repositories only · 3 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; 2 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 1 pointer-only (licence)
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Revisiting Simple Neural Probabilistic Language Models 8 Apr 2021 · 1 repository · arXiv:2104.03474Syntology 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)
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AST: Audio Spectrogram Transformer 5 Apr 2021 · 5 repositories · arXiv:2104.01778Syntology 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) · 1 unverified (of 3 harvested samples)
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Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis 1 Apr 2021 · 2 repositories · arXiv:2104.00677Syntology official (archive's flag): 1 ran · 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) · 2 unverified (of 4 harvested samples) · 2 pointer-only (licence)
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LoFTR: Detector-Free Local Feature Matching with Transformers 1 Apr 2021 · 4 repositories · arXiv:2104.00680Syntology official (archive's flag): 4 ran · 14 ran (of which 6 constructed an object rather than computing a result; 11 with no instrument failure: 2 honoured, 0 violated, 9 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 16 harvested samples) · 3 pointer-only (licence)
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Keyword Transformer: A Self-Attention Model for Keyword Spotting 1 Apr 2021 · 10 repositories · arXiv:2104.00769Syntology community repositories only · 14 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; 1 where Syntology's instrument failed) · 2 unverified (of 16 harvested samples)
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Learning Spatio-Temporal Transformer for Visual Tracking 31 Mar 2021 · 1 repository · arXiv:2103.17154Syntology official (archive's flag): 2 ran · 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)
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Rethinking Spatial Dimensions of Vision Transformers 30 Mar 2021 · 12 repositories · arXiv:2103.16302Syntology official: harvested, nothing ran · 10 ran (of which 6 constructed an object rather than computing a result; 10 with no instrument failure: 2 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 10 unverified (of 20 harvested samples)
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Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding 29 Mar 2021 · 3 repositories · arXiv:2103.15358Syntology official (archive's flag): 3 ran · 8 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 2 violated, 2 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 2 pointer-only (licence)
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Transformer Tracking 29 Mar 2021 · 1 repository · arXiv:2103.15436Syntology 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) · 2 unverified; the one sample that ran constructed an object rather than computing a result (of 3 harvested samples) · 3 pointer-only (licence)
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CvT: Introducing Convolutions to Vision Transformers 29 Mar 2021 · 16 repositories · arXiv:2103.15808Syntology official (archive's flag): 10 ran · 39 ran (of which 19 constructed an object rather than computing a result; 36 with no instrument failure: 2 honoured, 0 violated, 34 with no contract checked; 3 where Syntology's instrument failed) · 8 unverified (of 47 harvested samples) · 8 pointer-only (licence)
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Face Transformer for Recognition 27 Mar 2021 · 2 repositories · arXiv:2103.14803Syntology official (archive's flag): 4 ran · 9 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; 1 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 2 pointer-only (licence)
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Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation 26 Mar 2021 · 1 repository · arXiv:2103.14304Syntology official (archive's flag): 8 ran · 8 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; 0 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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Mask Attention Networks: Rethinking and Strengthen Transformer 25 Mar 2021 · 1 repository · arXiv:2103.13597Syntology 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)
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AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting 25 Mar 2021 · 2 repositories · arXiv:2103.14023Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 17 harvested samples) · 1 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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Revamping Cross-Modal Recipe Retrieval with Hierarchical Transformers and Self-supervised Learning 24 Mar 2021 · 1 repository · arXiv:2103.13061Syntology 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) · 1 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 4 harvested samples)
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Meta-DETR: Image-Level Few-Shot Object Detection with Inter-Class Correlation Exploitation 22 Mar 2021 · 2 repositories · arXiv:2103.11731Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)
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Incorporating Convolution Designs into Visual Transformers 22 Mar 2021 · 3 repositories · arXiv:2103.11816Syntology official (archive's flag): 5 ran · 9 ran (of which 9 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; every one of the 9 samples that ran constructed an object rather than computing a result (of 11 harvested samples)
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End-to-End Trainable Multi-Instance Pose Estimation with Transformers 22 Mar 2021 · 2 repositories · arXiv:2103.12115Syntology official (archive's flag): 10 ran · 15 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 4 honoured, 1 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 18 harvested samples) · 8 pointer-only (licence)
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LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval 16 Mar 2021 · 2 repositories · arXiv:2103.08784Syntology community repositories only · 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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IOT: Instance-wise Layer Reordering for Transformer Structures 5 Mar 2021 · 1 repository · arXiv:2103.03457Syntology official (archive's flag): 3 ran · 3 ran (of which 3 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 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) · 5 pointer-only (licence)
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Measuring Mathematical Problem Solving With the MATH Dataset 5 Mar 2021 · 5 repositories · arXiv:2103.03874Syntology official (archive's flag): 2 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) · 0 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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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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Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions 24 Feb 2021 · 11 repositories · arXiv:2102.12122Syntology official (archive's flag): 4 ran · 22 ran (of which 16 constructed an object rather than computing a result; 18 with no instrument failure: 2 honoured, 0 violated, 16 with no contract checked; 4 where Syntology's instrument failed) · 8 unverified (of 30 harvested samples) · 1 pointer-only (licence)
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Accurate Learning of Graph Representations with Graph Multiset Pooling 23 Feb 2021 · 1 repository · arXiv:2102.11533Syntology 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) · 1 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 5 harvested samples) · 5 pointer-only (licence)
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Latent Variable Sequential Set Transformers For Joint Multi-Agent Motion Prediction 19 Feb 2021 · 2 repositories · arXiv:2104.00563Syntology 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) · 6 unverified (of 17 harvested samples) · 2 pointer-only (licence)
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GradInit: Learning to Initialize Neural Networks for Stable and Efficient Training 16 Feb 2021 · 2 repositories · arXiv:2102.08098Syntology official (archive's flag): 6 ran · 7 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; 3 where Syntology's instrument failed) · 6 unverified (of 13 harvested samples) · 12 pointer-only (licence)
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Proof Artifact Co-training for Theorem Proving with Language Models 11 Feb 2021 · 4 repositories · arXiv:2102.06203Syntology 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) · 1 unverified (of 4 harvested samples)
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TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation 8 Feb 2021 · 22 repositories · arXiv:2102.04306Syntology official: no sample here; runs from other or unrecorded repositories · 6 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; 4 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Nyströmformer: A Nyström-Based Algorithm for Approximating Self-Attention 7 Feb 2021 · 10 repositories · arXiv:2102.03902Syntology official: no sample here; runs from other or unrecorded repositories · 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) · 1 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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PipeTransformer: Automated Elastic Pipelining for Distributed Training of Transformers 5 Feb 2021 · 1 repository · arXiv:2102.03161Syntology 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)