Methods › General › Attention Modules › Multi-Head Attention › Papers where code ran, page 29
Multi-Head Attention
Papers archive 2025-07-28
archive papers tagged: 24,855 · with a code link: 11,214 · where Syntology ran a sample: 3,454 (2,916 with a run with no instrument failure, 538 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (3,454 of 24,855 tagged: 2,916 with a run with no instrument failure, 538 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 29 of 35: papers 2,801 to 2,900 of the 3,454 tagged papers where Syntology ran at least one harvested sample (2,916 with a run with no instrument failure, 538 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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SymbolicGPT: A Generative Transformer Model for Symbolic Regression 27 Jun 2021 · 2 repositories · arXiv:2106.14131Syntology community repositories only · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples)
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A Closer Look at How Fine-tuning Changes BERT 27 Jun 2021 · 1 repository · arXiv:2106.14282Syntology 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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UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning 26 Jun 2021 · 1 repository · arXiv:2106.14019Syntology official (archive's flag): 7 ran · 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) · 7 unverified (of 14 harvested samples)
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XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages 25 Jun 2021 · 2 repositories · arXiv:2106.13822Syntology 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) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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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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Charformer: Fast Character Transformers via Gradient-based Subword Tokenization 23 Jun 2021 · 2 repositories · arXiv:2106.12672Syntology community repositories only · 7 ran (of which 3 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples)
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Revisiting Deep Learning Models for Tabular Data 22 Jun 2021 · 11 repositories · arXiv:2106.11959Syntology official (archive's flag): 10 ran · 18 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 1 violated, 14 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (of 22 harvested samples) · 1 pointer-only (licence)
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Pseudo-Relevance Feedback for Multiple Representation Dense Retrieval 21 Jun 2021 · 3 repositories · arXiv:2106.11251Syntology 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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Anomaly Detection in Dynamic Graphs via Transformer 18 Jun 2021 · 1 repository · arXiv:2106.09876Syntology 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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BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models 18 Jun 2021 · 6 repositories · arXiv:2106.10199Syntology community repositories only · 4 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; 1 where Syntology's instrument failed) · 9 unverified (of 13 harvested samples)
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End-to-end Temporal Action Detection with Transformer 18 Jun 2021 · 1 repository · arXiv:2106.10271Syntology 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)
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SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction 17 Jun 2021 · 6 repositories · arXiv:2106.09305Syntology official: no sample here; runs from other or unrecorded repositories · 2 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; 0 where Syntology's instrument failed) · 4 unverified (of 6 harvested samples)
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Large Scale Private Learning via Low-rank Reparametrization 17 Jun 2021 · 1 repository · arXiv:2106.09352Syntology official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 4 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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LoRA: Low-Rank Adaptation of Large Language Models 17 Jun 2021 · 74 repositories · arXiv:2106.09685Syntology community repositories only · 51 ran (of which 19 constructed an object rather than computing a result; 44 with no instrument failure: 1 honoured, 0 violated, 43 with no contract checked; 7 where Syntology's instrument failed) · 33 unverified (of 84 harvested samples) · 30 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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Scene Transformer: A unified architecture for predicting multiple agent trajectories 15 Jun 2021 · 4 repositories · arXiv:2106.08417Syntology 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) · 4 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units 14 Jun 2021 · 11 repositories · arXiv:2106.07447Syntology community repositories only · 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) · 4 unverified (of 9 harvested samples)
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Improved Transformer for High-Resolution GANs 14 Jun 2021 · 1 repository · arXiv:2106.07631Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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Thinking Like Transformers 13 Jun 2021 · 5 repositories · arXiv:2106.06981Syntology official (archive's flag): 5 ran · 11 ran (of which 3 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 1 violated, 4 with no contract checked; 4 where Syntology's instrument failed) · 7 unverified (of 18 harvested samples) · 5 pointer-only (licence)
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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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Generate, Annotate, and Learn: NLP with Synthetic Text 11 Jun 2021 · 1 repository · arXiv:2106.06168Syntology official (archive's flag): 1 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) · 3 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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Grounding inductive biases in natural images:invariance stems from variations in data 9 Jun 2021 · 1 repository · arXiv:2106.05121Syntology 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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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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Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL 4 Jun 2021 · 1 repository · arXiv:2106.02193Syntology official (archive's flag): 7 ran · 7 ran (of which 2 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) · 4 unverified (of 11 harvested samples) · 11 pointer-only (licence)
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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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Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning 4 Jun 2021 · 3 repositories · arXiv:2106.02584Syntology official (archive's flag): 6 ran · 22 ran (of which 4 constructed an object rather than computing a result; 22 with no instrument failure: 2 honoured, 1 violated, 19 with no contract checked; 0 where Syntology's instrument failed) · 8 unverified (of 30 harvested samples)
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Can Generative Pre-trained Language Models Serve as Knowledge Bases for Closed-book QA? 3 Jun 2021 · 1 repository · arXiv:2106.01561Syntology 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)
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Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate Speech 3 Jun 2021 · 1 repository · arXiv:2106.01625Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization 3 Jun 2021 · 2 repositories · arXiv:2106.01890Syntology official (archive's flag): 1 ran · 4 ran (of which 3 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 1 pointer-only (licence)
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The Case for Translation-Invariant Self-Attention in Transformer-Based Language Models 3 Jun 2021 · 3 repositories · arXiv:2106.01950Syntology 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) · 0 unverified; the one sample that ran constructed an object rather than computing a result (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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Self-Guided Contrastive Learning for BERT Sentence Representations 3 Jun 2021 · 1 repository · arXiv:2106.07345Syntology 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) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 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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Differential Privacy for Text Analytics via Natural Text Sanitization 2 Jun 2021 · 1 repository · arXiv:2106.01221Syntology 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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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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MathBERT: A Pre-trained Language Model for General NLP Tasks in Mathematics Education 2 Jun 2021 · 1 repository · arXiv:2106.07340Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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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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Zero-shot Fact Verification by Claim Generation 31 May 2021 · 1 repository · arXiv:2105.14682Syntology official: harvested, nothing 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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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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LEAP: Learnable Pruning for Transformer-based Models 30 May 2021 · 1 repository · arXiv:2105.14636Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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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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Weighted Training for Cross-Task Learning 28 May 2021 · 1 repository · arXiv:2105.14095Syntology 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) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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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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KVT: k-NN Attention for Boosting Vision Transformers 28 May 2021 · 1 repository · arXiv:2106.00515Syntology 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) · 1 unverified (of 4 harvested samples)
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SciFive: a text-to-text transformer model for biomedical literature 28 May 2021 · 1 repository · arXiv:2106.03598Syntology 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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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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Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding 26 May 2021 · 6 repositories · arXiv:2105.12723Syntology official (archive's flag): 9 ran · 19 ran (of which 0 constructed an object rather than computing a result; 18 with no instrument failure: 1 honoured, 1 violated, 16 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (of 26 harvested samples) · 6 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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BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity Recognition 26 May 2021 · 2 repositories · arXiv:2105.12848Syntology official (archive's flag): 7 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 10 unverified (of 20 harvested samples)
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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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Diacritics Restoration using BERT with Analysis on Czech language 24 May 2021 · 1 repository · arXiv:2105.11408Syntology 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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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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DRILL: Dynamic Representations for Imbalanced Lifelong Learning 18 May 2021 · 1 repository · arXiv:2105.08445Syntology 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)
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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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Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation 17 May 2021 · 1 repository · arXiv:2105.07830Syntology official (archive's flag): 3 ran · 3 ran (of which 1 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) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Pay Attention to MLPs 17 May 2021 · 20 repositories · arXiv:2105.08050Syntology 34 ran (of which 15 constructed an object rather than computing a result; 31 with no instrument failure: 1 honoured, 4 violated, 26 with no contract checked; 3 where Syntology's instrument failed) · 10 unverified (of 44 harvested samples) · 11 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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Addressing "Documentation Debt" in Machine Learning Research: A Retrospective Datasheet for BookCorpus 11 May 2021 · 1 repository · arXiv:2105.05241Syntology 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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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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Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning 8 May 2021 · 3 repositories · arXiv:2105.03654Syntology 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)
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e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks 8 May 2021 · 2 repositories · arXiv:2105.03761Syntology official (archive's flag): 5 ran · 7 ran (of which 3 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 8 unverified (of 15 harvested samples) · 15 pointer-only (licence)
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DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts 7 May 2021 · 1 repository · arXiv:2105.03023Syntology 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) · 2 unverified (of 3 harvested samples) · 3 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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Entailment as Few-Shot Learner 29 Apr 2021 · 3 repositories · arXiv:2104.14690Syntology 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) · 2 unverified (of 3 harvested samples)
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Twins: Revisiting the Design of Spatial Attention in Vision Transformers 28 Apr 2021 · 9 repositories · arXiv:2104.13840Syntology 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) · 2 pointer-only (licence)