Methods › General › Attention Modules › Multi-Head Attention › Papers where code ran, page 28
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 28 of 35: papers 2,701 to 2,800 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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Sparse Spatial Transformers for Few-Shot Learning 27 Sep 2021 · 1 repository · arXiv:2109.12932Syntology 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) · 3 unverified (of 6 harvested samples)
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Understanding and Overcoming the Challenges of Efficient Transformer Quantization 27 Sep 2021 · 1 repository · arXiv:2109.12948Syntology 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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PASS: An ImageNet replacement for self-supervised pretraining without humans 27 Sep 2021 · 1 repository · arXiv:2109.13228Syntology official: no sample here; runs from other or unrecorded repositories · 11 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 1 honoured, 0 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples) · 9 pointer-only (licence)
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TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation 27 Sep 2021 · 3 repositories · arXiv:2109.13296Syntology 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) · 1 unverified (of 7 harvested samples)
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Improving Question Answering Performance Using Knowledge Distillation and Active Learning 26 Sep 2021 · 1 repository · arXiv:2109.12662Syntology 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) · 3 pointer-only (licence)
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Long-Range Transformers for Dynamic Spatiotemporal Forecasting 24 Sep 2021 · 2 repositories · arXiv:2109.12218Syntology 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)
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Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-supervised Learning 22 Sep 2021 · 1 repository · arXiv:2109.10563Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers 22 Sep 2021 · 3 repositories · arXiv:2109.10686Syntology community repositories only · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 4 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models 21 Sep 2021 · 8 repositories · arXiv:2109.10282Syntology 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) · 1 unverified (of 6 harvested samples)
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Well Googled is Half Done: Multimodal Forecasting of New Fashion Product Sales with Image-based Google Trends 20 Sep 2021 · 1 repository · arXiv:2109.09824Syntology 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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Text Detoxification using Large Pre-trained Neural Models 18 Sep 2021 · 1 repository · arXiv:2109.08914Syntology official (archive's flag): 4 ran · 4 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery 18 Sep 2021 · 1 repository · arXiv:2109.08937Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Primer: Searching for Efficient Transformers for Language Modeling 17 Sep 2021 · 4 repositories · arXiv:2109.08668Syntology official: no sample here; runs from other or unrecorded repositories · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 2 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Language Models are Few-shot Multilingual Learners 16 Sep 2021 · 1 repository · arXiv:2109.07684Syntology 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) · 1 unverified (of 4 harvested samples)
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The NiuTrans System for WNGT 2020 Efficiency Task 16 Sep 2021 · 2 repositories · arXiv:2109.08008Syntology 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)
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An End-to-End Transformer Model for 3D Object Detection 16 Sep 2021 · 1 repository · arXiv:2109.08141Syntology 6 ran (of which 3 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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PnP-DETR: Towards Efficient Visual Analysis with Transformers 15 Sep 2021 · 1 repository · arXiv:2109.07036Syntology 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)
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Incorporating Residual and Normalization Layers into Analysis of Masked Language Models 15 Sep 2021 · 2 repositories · arXiv:2109.07152Syntology 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) · 2 pointer-only (licence)
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Mitigating Language-Dependent Ethnic Bias in BERT 13 Sep 2021 · 1 repository · arXiv:2109.05704Syntology 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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Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework 13 Sep 2021 · 1 repository · arXiv:2109.05897Syntology official (archive's flag): 9 ran · 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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CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation 13 Sep 2021 · 2 repositories · arXiv:2109.06165Syntology official (archive's flag): 6 ran · 6 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; 1 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 2 pointer-only (licence)
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Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration 13 Sep 2021 · 2 repositories · arXiv:2109.06304Syntology official (archive's flag): 2 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 1 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 2 pointer-only (licence)
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TEASEL: A Transformer-Based Speech-Prefixed Language Model 12 Sep 2021 · 1 repository · arXiv:2109.05522Syntology 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) · 2 unverified (of 4 harvested samples)
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What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers 10 Sep 2021 · 2 repositories · arXiv:2109.04650Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model 10 Sep 2021 · 1 repository · arXiv:2109.04672Syntology 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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Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT 10 Sep 2021 · 1 repository · arXiv:2109.04810Syntology 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) · 2 pointer-only (licence)
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Artificial Text Detection via Examining the Topology of Attention Maps 10 Sep 2021 · 2 repositories · arXiv:2109.04825Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 8 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA 10 Sep 2021 · 1 repository · arXiv:2109.05014Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models 10 Sep 2021 · 3 repositories · arXiv:2109.05093Syntology 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) · 1 unverified (of 7 harvested samples)
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Thinking Clearly, Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systems 9 Sep 2021 · 1 repository · arXiv:2109.04084Syntology 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, 1 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 10 harvested samples) · 2 pointer-only (licence)
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A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation 9 Sep 2021 · 1 repository · arXiv:2109.04096Syntology official (archive's flag): 18 ran · 18 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 1 violated, 11 with no contract checked; 6 where Syntology's instrument failed) · 9 unverified (of 27 harvested samples) · 5 pointer-only (licence)
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KELM: Knowledge Enhanced Pre-Trained Language Representations with Message Passing on Hierarchical Relational Graphs 9 Sep 2021 · 1 repository · arXiv:2109.04223Syntology official (archive's flag): 6 ran · 6 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; 1 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 1 pointer-only (licence)
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UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer 9 Sep 2021 · 3 repositories · arXiv:2109.04335Syntology 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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BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation 9 Sep 2021 · 2 repositories · arXiv:2109.04588Syntology official (archive's flag): 1 ran · 2 ran (of which 1 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) · 1 pointer-only (licence)
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TruthfulQA: Measuring How Models Mimic Human Falsehoods 8 Sep 2021 · 3 repositories · arXiv:2109.07958Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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FuseFormer: Fusing Fine-Grained Information in Transformers for Video Inpainting 7 Sep 2021 · 1 repository · arXiv:2109.02974Syntology official (archive's flag): 10 ran · 10 ran (of which 8 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) · 1 unverified (of 11 harvested samples) · 11 pointer-only (licence)
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PAUSE: Positive and Annealed Unlabeled Sentence Embedding 7 Sep 2021 · 1 repository · arXiv:2109.03155Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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nnFormer: Interleaved Transformer for Volumetric Segmentation 7 Sep 2021 · 2 repositories · arXiv:2109.03201Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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PermuteFormer: Efficient Relative Position Encoding for Long Sequences 6 Sep 2021 · 1 repository · arXiv:2109.02377Syntology 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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3D Human Texture Estimation from a Single Image with Transformers 6 Sep 2021 · 1 repository · arXiv:2109.02563Syntology official (archive's flag): 14 ran · 14 ran (of which 7 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 7 where Syntology's instrument failed) · 2 unverified (of 16 harvested samples) · 16 pointer-only (licence)
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Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica 6 Sep 2021 · 1 repository · arXiv:2109.02738Syntology 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) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation 2 Sep 2021 · 5 repositories · arXiv:2109.00859Syntology official: harvested, nothing ran · 6 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; 1 where Syntology's instrument failed) · 5 unverified (of 11 harvested samples)
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CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations 1 Sep 2021 · 1 repository · arXiv:2109.00181Syntology official (archive's flag): 13 ran · 15 ran (of which 2 constructed an object rather than computing a result; 15 with no instrument failure: 1 honoured, 0 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 19 harvested samples) · 6 pointer-only (licence)
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Towards Improving Adversarial Training of NLP Models 1 Sep 2021 · 1 repository · arXiv:2109.00544Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation 1 Sep 2021 · 1 repository · arXiv:2109.13318Syntology official (archive's flag): 5 ran · 5 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; 4 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Task-Oriented Dialogue System as Natural Language Generation 31 Aug 2021 · 1 repository · arXiv:2108.13679Syntology 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) · 3 unverified (of 12 harvested samples)
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MiniF2F: a cross-system benchmark for formal Olympiad-level mathematics 31 Aug 2021 · 4 repositories · arXiv:2109.00110Syntology community repositories only · 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)
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Knowledge Base Completion Meets Transfer Learning 30 Aug 2021 · 1 repository · arXiv:2108.13073Syntology 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) · 1 unverified (of 2 harvested samples)
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From General to Specific: Informative Scene Graph Generation via Balance Adjustment 30 Aug 2021 · 1 repository · arXiv:2108.13129Syntology 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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GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer 28 Aug 2021 · 1 repository · arXiv:2108.12630Syntology official (archive's flag): 20 ran · 22 ran (of which 2 constructed an object rather than computing a result; 8 with no instrument failure: 3 honoured, 0 violated, 5 with no contract checked; 14 where Syntology's instrument failed) · 5 unverified (of 27 harvested samples) · 2 pointer-only (licence)
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Evaluating the Robustness of Neural Language Models to Input Perturbations 27 Aug 2021 · 1 repository · arXiv:2108.12237Syntology 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) · 1 pointer-only (licence)
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The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers 26 Aug 2021 · 2 repositories · arXiv:2108.12284Syntology 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) · 1 unverified (of 2 harvested samples)
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Transformer for Single Image Super-Resolution 25 Aug 2021 · 1 repository · arXiv:2108.11084Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 4 pointer-only (licence)
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Models In a Spelling Bee: Language Models Implicitly Learn the Character Composition of Tokens 25 Aug 2021 · 1 repository · arXiv:2108.11193Syntology 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) · 2 unverified (of 11 harvested samples) · 11 pointer-only (licence)
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SwinIR: Image Restoration Using Swin Transformer 23 Aug 2021 · 9 repositories · arXiv:2108.10257Syntology official (archive's flag): 3 ran · 30 ran (of which 14 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 14 where Syntology's instrument failed) · 15 unverified (of 45 harvested samples) · 5 pointer-only (licence)
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Improving 3D Object Detection with Channel-wise Transformer 23 Aug 2021 · 1 repository · arXiv:2108.10723Syntology 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, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 12 harvested samples)
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Fastformer: Additive Attention Can Be All You Need 20 Aug 2021 · 13 repositories · arXiv:2108.09084Syntology official: no sample here; runs from other or unrecorded repositories · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 3 pointer-only (licence)
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Causal Attention for Unbiased Visual Recognition 19 Aug 2021 · 1 repository · arXiv:2108.08782Syntology 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) · 2 pointer-only (licence)
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Do Vision Transformers See Like Convolutional Neural Networks? 19 Aug 2021 · 4 repositories · arXiv:2108.08810Syntology 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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Learning C to x86 Translation: An Experiment in Neural Compilation 17 Aug 2021 · 1 repository · arXiv:2108.07639Syntology 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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Exploring Temporal Coherence for More General Video Face Forgery Detection 15 Aug 2021 · 1 repository · arXiv:2108.06693Syntology 6 ran (of which 4 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) · 6 pointer-only (licence)
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SOTR: Segmenting Objects with Transformers 15 Aug 2021 · 1 repository · arXiv:2108.06747Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 2 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 2 pointer-only (licence)
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Conditional DETR for Fast Training Convergence 13 Aug 2021 · 4 repositories · arXiv:2108.06152Syntology official (archive's flag): 5 ran · 6 ran (of which 1 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 1 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 4 pointer-only (licence)
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How Optimal is Greedy Decoding for Extractive Question Answering? 12 Aug 2021 · 1 repository · arXiv:2108.05857Syntology 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) · 2 unverified (of 5 harvested samples)
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TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation 12 Aug 2021 · 1 repository · arXiv:2108.05988Syntology 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)
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MUSIQ: Multi-scale Image Quality Transformer 12 Aug 2021 · 2 repositories · arXiv:2108.05997Syntology community repositories only · 5 ran (of which 1 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents 10 Aug 2021 · 2 repositories · arXiv:2108.04539Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 13 harvested samples)
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Global Self-Attention as a Replacement for Graph Convolution 7 Aug 2021 · 3 repositories · arXiv:2108.03348Syntology 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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Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer 6 Aug 2021 · 1 repository · arXiv:2108.03032Syntology 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, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Token Shift Transformer for Video Classification 5 Aug 2021 · 3 repositories · arXiv:2108.02432Syntology 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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Curriculum learning for language modeling 4 Aug 2021 · 1 repository · arXiv:2108.02170Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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Vision Transformer with Progressive Sampling 3 Aug 2021 · 1 repository · arXiv:2108.01684Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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Representation learning for neural population activity with Neural Data Transformers 2 Aug 2021 · 1 repository · arXiv:2108.01210Syntology 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, 1 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples)
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LASOR: Learning Accurate 3D Human Pose and Shape Via Synthetic Occlusion-Aware Data and Neural Mesh Rendering 1 Aug 2021 · 1 repository · arXiv:2108.00351Syntology official (archive's flag): 7 ran · 7 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; 2 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples)
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DPT: Deformable Patch-based Transformer for Visual Recognition 30 Jul 2021 · 1 repository · arXiv:2107.14467Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Perceiver IO: A General Architecture for Structured Inputs & Outputs 30 Jul 2021 · 9 repositories · arXiv:2107.14795Syntology community repositories only · 7 ran (of which 4 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)
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Structural Guidance for Transformer Language Models 30 Jul 2021 · 1 repository · arXiv:2108.00104Syntology 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, 1 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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Rethinking and Improving Relative Position Encoding for Vision Transformer 29 Jul 2021 · 1 repository · arXiv:2107.14222Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 7 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples)
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Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series 29 Jul 2021 · 1 repository · arXiv:2107.14293Syntology 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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Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis 28 Jul 2021 · 2 repositories · arXiv:2107.13669Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Spatial-Temporal Transformer for Dynamic Scene Graph Generation 26 Jul 2021 · 2 repositories · arXiv:2107.12309Syntology official (archive's flag): 8 ran · 13 ran (of which 4 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 14 harvested samples) · 6 pointer-only (licence)
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H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences 25 Jul 2021 · 2 repositories · arXiv:2107.11906Syntology 9 ran (of which 1 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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Query2Label: A Simple Transformer Way to Multi-Label Classification 22 Jul 2021 · 3 repositories · arXiv:2107.10834Syntology 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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CycleMLP: A MLP-like Architecture for Dense Prediction 21 Jul 2021 · 8 repositories · arXiv:2107.10224Syntology official (archive's flag): 2 ran · 10 ran (of which 6 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 1 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 15 harvested samples) · 2 pointer-only (licence)
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LeViT-UNet: Make Faster Encoders with Transformer for Medical Image Segmentation 19 Jul 2021 · 2 repositories · arXiv:2107.08623Syntology 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)
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Sequence-to-Sequence Piano Transcription with Transformers 19 Jul 2021 · 2 repositories · arXiv:2107.09142Syntology 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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CMT: Convolutional Neural Networks Meet Vision Transformers 13 Jul 2021 · 14 repositories · arXiv:2107.06263Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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CoBERL: Contrastive BERT for Reinforcement Learning 12 Jul 2021 · 2 repositories · arXiv:2107.05431Syntology 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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Revisiting Uncertainty-based Query Strategies for Active Learning with Transformers 12 Jul 2021 · 2 repositories · arXiv:2107.05687Syntology 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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Quantifying Explainability in NLP and Analyzing Algorithms for Performance-Explainability Tradeoff 12 Jul 2021 · 1 repository · arXiv:2107.05693Syntology official (archive's flag): 4 ran · 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) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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GLiT: Neural Architecture Search for Global and Local Image Transformer 7 Jul 2021 · 2 repositories · arXiv:2107.02960Syntology community repositories only · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 4 harvested samples)
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Evaluating Large Language Models Trained on Code 7 Jul 2021 · 13 repositories · arXiv:2107.03374Syntology official (archive's flag): 2 ran · 26 ran (of which 0 constructed an object rather than computing a result; 24 with no instrument failure: 1 honoured, 0 violated, 23 with no contract checked; 2 where Syntology's instrument failed) · 13 unverified (of 39 harvested samples) · 4 pointer-only (licence)
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Point Cloud Registration using Representative Overlapping Points 6 Jul 2021 · 1 repository · arXiv:2107.02583Syntology 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) · 5 unverified (of 9 harvested samples)
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Long-Short Transformer: Efficient Transformers for Language and Vision 5 Jul 2021 · 3 repositories · arXiv:2107.02192Syntology official (archive's flag): 1 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 2 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 2 pointer-only (licence)
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KAISA: An Adaptive Second-Order Optimizer Framework for Deep Neural Networks 4 Jul 2021 · 3 repositories · arXiv:2107.01739Syntology 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) · 0 unverified (of 2 harvested samples)
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Supervised Off-Policy Ranking 3 Jul 2021 · 1 repository · arXiv:2107.01360Syntology 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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Focal Self-attention for Local-Global Interactions in Vision Transformers 1 Jul 2021 · 3 repositories · arXiv:2107.00641Syntology 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) · 2 pointer-only (licence)
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CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows 1 Jul 2021 · 7 repositories · arXiv:2107.00652Syntology official (archive's flag): 2 ran · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
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The MultiBERTs: BERT Reproductions for Robustness Analysis 30 Jun 2021 · 3 repositories · arXiv:2106.16163Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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R-Drop: Regularized Dropout for Neural Networks 28 Jun 2021 · 8 repositories · arXiv:2106.14448Syntology community repositories only · 4 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; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)