Methods › General › Feedforward Networks › Position-Wise Feed-Forward Layer › Papers where code ran, page 16
Position-Wise Feed-Forward Layer
Papers archive 2025-07-28
archive papers tagged: 13,895 · with a code link: 6,514 · where Syntology ran a sample: 2,229 (1,902 with a run with no instrument failure, 327 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (2,229 of 13,895 tagged: 1,902 with a run with no instrument failure, 327 where every run was a failure of Syntology's instrument)
Syntology We ran code from the paper's repository; we did not isolate this method inside it.
Page 16 of 23: papers 1,501 to 1,600 of the 2,229 tagged papers where Syntology ran at least one harvested sample (1,902 with a run with no instrument failure, 327 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Transformers with Learnable Activation Functions 30 Aug 2022 · 2 repositories · arXiv:2208.14111Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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Tailoring Molecules for Protein Pockets: a Transformer-based Generative Solution for Structured-based Drug Design 30 Aug 2022 · 1 repository · arXiv:2209.06158Syntology 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) · 5 pointer-only (licence)
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CounTR: Transformer-based Generalised Visual Counting 29 Aug 2022 · 1 repository · arXiv:2208.13721Syntology 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) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Efficient Planning in a Compact Latent Action Space 22 Aug 2022 · 1 repository · arXiv:2208.10291Syntology 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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I Know What You Do Not Know: Knowledge Graph Embedding via Co-distillation Learning 21 Aug 2022 · 1 repository · arXiv:2208.09828Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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SnowFormer: Context Interaction Transformer with Scale-awareness for Single Image Desnowing 20 Aug 2022 · 1 repository · arXiv:2208.09703Syntology official (archive's flag): 5 ran · 6 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (of 11 harvested samples) · 11 pointer-only (licence)
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VAuLT: Augmenting the Vision-and-Language Transformer for Sentiment Classification on Social Media 18 Aug 2022 · 1 repository · arXiv:2208.09021Syntology 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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Mask and Reason: Pre-Training Knowledge Graph Transformers for Complex Logical Queries 16 Aug 2022 · 1 repository · arXiv:2208.07638Syntology official (archive's flag): 7 ran · 7 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; 0 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples)
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Self-Supervised Vision Transformers for Malware Detection 15 Aug 2022 · 1 repository · arXiv:2208.07049Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 4 pointer-only (licence)
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Ghost-free High Dynamic Range Imaging with Context-aware Transformer 10 Aug 2022 · 3 repositories · arXiv:2208.05114Syntology 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) · 3 unverified (of 8 harvested samples)
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MonoViT: Self-Supervised Monocular Depth Estimation with a Vision Transformer 6 Aug 2022 · 1 repository · arXiv:2208.03543Syntology 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) · 0 unverified (of 6 harvested samples) · 4 pointer-only (licence)
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Frozen CLIP Models are Efficient Video Learners 6 Aug 2022 · 2 repositories · arXiv:2208.03550Syntology official (archive's flag): 5 ran · 5 ran (of which 3 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models 5 Aug 2022 · 2 repositories · arXiv:2208.03306Syntology 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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Transformers as Meta-Learners for Implicit Neural Representations 4 Aug 2022 · 1 repository · arXiv:2208.02801Syntology 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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Toward Understanding WordArt: Corner-Guided Transformer for Scene Text Recognition 31 Jul 2022 · 1 repository · arXiv:2208.00438Syntology 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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Doubly Deformable Aggregation of Covariance Matrices for Few-shot Segmentation 30 Jul 2022 · 1 repository · arXiv:2208.00306Syntology 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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GTrans: Grouping and Fusing Transformer Layers for Neural Machine Translation 29 Jul 2022 · 1 repository · arXiv:2207.14467Syntology official (archive's flag): 4 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) · 3 pointer-only (licence)
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Is Attention All That NeRF Needs? 27 Jul 2022 · 1 repository · arXiv:2207.13298Syntology 5 ran (of which 5 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified; every one of the 5 samples that ran constructed an object rather than computing a result (of 7 harvested samples)
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AvatarPoser: Articulated Full-Body Pose Tracking from Sparse Motion Sensing 27 Jul 2022 · 1 repository · arXiv:2207.13784Syntology 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) · 4 unverified (of 10 harvested samples) · 3 pointer-only (licence)
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Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers 27 Jul 2022 · 1 repository · arXiv:2207.13820Syntology official (archive's flag): 12 ran · 12 ran (of which 4 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 4 where Syntology's instrument failed) · 4 unverified (of 16 harvested samples)
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Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering 26 Jul 2022 · 2 repositories · arXiv:2207.12647Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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DETRs with Hybrid Matching 26 Jul 2022 · 8 repositories · arXiv:2207.13080Syntology official (archive's flag): 15 ran · 16 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 2 honoured, 2 violated, 5 with no contract checked; 7 where Syntology's instrument failed) · 2 unverified (of 18 harvested samples) · 4 pointer-only (licence)
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Transformer with Implicit Edges for Particle-based Physics Simulation 22 Jul 2022 · 1 repository · arXiv:2207.10860Syntology 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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Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation 22 Jul 2022 · 1 repository · arXiv:2207.10866Syntology official (archive's flag): 10 ran · 12 ran (of which 7 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 4 where Syntology's instrument failed) · 8 unverified (of 20 harvested samples) · 2 pointer-only (licence)
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SeedFormer: Patch Seeds based Point Cloud Completion with Upsample Transformer 21 Jul 2022 · 1 repository · arXiv:2207.10315Syntology 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) · 5 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Weakly Supervised Object Localization via Transformer with Implicit Spatial Calibration 21 Jul 2022 · 2 repositories · arXiv:2207.10447Syntology official (archive's flag): 7 ran · 7 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; 3 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples)
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AiATrack: Attention in Attention for Transformer Visual Tracking 20 Jul 2022 · 1 repository · arXiv:2207.09603Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified; the one sample that ran constructed an object rather than computing a result (of 3 harvested samples)
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Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation 18 Jul 2022 · 1 repository · arXiv:2207.08549Syntology official (archive's flag): 4 ran · 4 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; 2 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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JPerceiver: Joint Perception Network for Depth, Pose and Layout Estimation in Driving Scenes 16 Jul 2022 · 1 repository · arXiv:2207.07895Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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A Systematic Review and Replicability Study of BERT4Rec for Sequential Recommendation 15 Jul 2022 · 1 repository · arXiv:2207.07483Syntology official (archive's flag): 2 ran · 4 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; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Recurrent Memory Transformer 14 Jul 2022 · 3 repositories · arXiv:2207.06881Syntology official (archive's flag): 3 ran · 6 ran (of which 3 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 1 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (of 13 harvested samples) · 2 pointer-only (licence)
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Multitrack Music Transformer 14 Jul 2022 · 2 repositories · arXiv:2207.06983Syntology 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)
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Convolutional Bypasses Are Better Vision Transformer Adapters 14 Jul 2022 · 1 repository · arXiv:2207.07039Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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DynaST: Dynamic Sparse Transformer for Exemplar-Guided Image Generation 13 Jul 2022 · 1 repository · arXiv:2207.06124Syntology official (archive's flag): 5 ran · 5 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; 2 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples)
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Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation 13 Jul 2022 · 1 repository · arXiv:2207.06130Syntology 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) · 0 unverified (of 4 harvested samples) · 3 pointer-only (licence)
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Unsupervised Visual Representation Learning by Synchronous Momentum Grouping 13 Jul 2022 · 1 repository · arXiv:2207.06167Syntology 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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N-Grammer: Augmenting Transformers with latent n-grams 13 Jul 2022 · 2 repositories · arXiv:2207.06366Syntology official (archive's flag): 5 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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Masked Autoencoders that Listen 13 Jul 2022 · 4 repositories · arXiv:2207.06405Syntology official (archive's flag): 1 ran · 17 ran (of which 12 constructed an object rather than computing a result; 16 with no instrument failure: 1 honoured, 1 violated, 14 with no contract checked; 1 where Syntology's instrument failed) · 15 unverified (of 32 harvested samples) · 10 pointer-only (licence)
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Towards Hard-Positive Query Mining for DETR-based Human-Object Interaction Detection 12 Jul 2022 · 1 repository · arXiv:2207.05293Syntology official (archive's flag): 5 ran · 5 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 2 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Video Graph Transformer for Video Question Answering 12 Jul 2022 · 1 repository · arXiv:2207.05342Syntology official (archive's flag): 9 ran · 9 ran (of which 5 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) · 5 unverified (of 14 harvested samples)
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Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios 12 Jul 2022 · 5 repositories · arXiv:2207.05501Syntology 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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Multi-Behavior Hypergraph-Enhanced Transformer for Sequential Recommendation 12 Jul 2022 · 1 repository · arXiv:2207.05584Syntology 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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Earthformer: Exploring Space-Time Transformers for Earth System Forecasting 12 Jul 2022 · 2 repositories · arXiv:2207.05833Syntology official (archive's flag): 10 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) · 1 unverified (of 11 harvested samples)
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Wave-ViT: Unifying Wavelet and Transformers for Visual Representation Learning 11 Jul 2022 · 3 repositories · arXiv:2207.04978Syntology 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) · 2 pointer-only (licence)
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Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling 9 Jul 2022 · 1 repository · arXiv:2207.04179Syntology 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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Back to the Basics: Revisiting Out-of-Distribution Detection Baselines 7 Jul 2022 · 2 repositories · arXiv:2207.03061Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
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Pure Transformers are Powerful Graph Learners 6 Jul 2022 · 2 repositories · arXiv:2207.02505Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 2 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling 6 Jul 2022 · 4 repositories · arXiv:2207.02595Syntology 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) · 3 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Don't Pay Attention to the Noise: Learning Self-supervised Representations of Light Curves with a Denoising Time Series Transformer 6 Jul 2022 · 1 repository · arXiv:2207.02777Syntology official (archive's flag): 16 ran · 16 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 2 honoured, 0 violated, 10 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (of 18 harvested samples) · 18 pointer-only (licence)
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TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second 5 Jul 2022 · 7 repositories · arXiv:2207.01848Syntology 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) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers 5 Jul 2022 · 2 repositories · arXiv:2207.02202Syntology 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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Detecting and Recovering Sequential DeepFake Manipulation 5 Jul 2022 · 1 repository · arXiv:2207.02204Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Masked Autoencoder for Self-Supervised Pre-training on Lidar Point Clouds 1 Jul 2022 · 1 repository · arXiv:2207.00531Syntology 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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PolarFormer: Multi-camera 3D Object Detection with Polar Transformer 30 Jun 2022 · 1 repository · arXiv:2206.15398Syntology official (archive's flag): 7 ran · 7 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; 0 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples)
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Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment 28 Jun 2022 · 1 repository · arXiv:2206.13951Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space 23 Jun 2022 · 1 repository · arXiv:2206.11895Syntology official (archive's flag): 5 ran · 5 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; 2 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples)
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Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets 23 Jun 2022 · 1 repository · arXiv:2206.11925Syntology 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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Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs 23 Jun 2022 · 4 repositories · arXiv:2206.11990Syntology official (archive's flag): 1 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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Generative Pretraining for Black-Box Optimization 22 Jun 2022 · 1 repository · arXiv:2206.10786Syntology 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) · 2 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 4 harvested samples) · 3 pointer-only (licence)
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Scaling Autoregressive Models for Content-Rich Text-to-Image Generation 22 Jun 2022 · 2 repositories · arXiv:2206.10789Syntology 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 2 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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Behavior Transformers: Cloning k modes with one stone 22 Jun 2022 · 2 repositories · arXiv:2206.11251Syntology official (archive's flag): 5 ran · 11 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; 0 where Syntology's instrument failed) · 0 unverified (of 11 harvested samples)
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Transformer-Based Multi-modal Proposal and Re-Rank for Wikipedia Image-Caption Matching 21 Jun 2022 · 2 repositories · arXiv:2206.10436Syntology community repositories only · 5 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; 1 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples)
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Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery 21 Jun 2022 · 1 repository · arXiv:2206.10540Syntology 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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Vicinity Vision Transformer 21 Jun 2022 · 1 repository · arXiv:2206.10552Syntology official (archive's flag): 5 ran · 5 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; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications 21 Jun 2022 · 8 repositories · arXiv:2206.10589Syntology community repositories only · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples)
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Global Context Vision Transformers 20 Jun 2022 · 8 repositories · arXiv:2206.09959Syntology official (archive's flag): 12 ran · 21 ran (of which 8 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 4 where Syntology's instrument failed) · 15 unverified (of 36 harvested samples) · 15 pointer-only (licence)
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Bootstrapped Transformer for Offline Reinforcement Learning 17 Jun 2022 · 0 repositories · arXiv:2206.08569Syntology 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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CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation 17 Jun 2022 · 2 repositories · arXiv:2206.08948Syntology 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) · 2 unverified (of 8 harvested samples)
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Zero-Shot Video Question Answering via Frozen Bidirectional Language Models 16 Jun 2022 · 3 repositories · arXiv:2206.08155Syntology official: harvested, nothing ran · 14 ran (of which 9 constructed an object rather than computing a result; 14 with no instrument failure: 1 honoured, 1 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 20 unverified (of 34 harvested samples) · 1 pointer-only (licence)
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OmniMAE: Single Model Masked Pretraining on Images and Videos 16 Jun 2022 · 1 repository · arXiv:2206.08356Syntology 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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FixEval: Execution-based Evaluation of Program Fixes for Programming Problems 15 Jun 2022 · 1 repository · arXiv:2206.07796Syntology official (archive's flag): 11 ran · 11 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; 0 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples) · 2 pointer-only (licence)
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Efficient Decoder-free Object Detection with Transformers 14 Jun 2022 · 2 repositories · arXiv:2206.06829Syntology community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Multi-instrument Music Synthesis with Spectrogram Diffusion 11 Jun 2022 · 1 repository · arXiv:2206.05408Syntology 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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NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs 10 Jun 2022 · 1 repository · arXiv:2206.04910Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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StructCoder: Structure-Aware Transformer for Code Generation 10 Jun 2022 · 1 repository · arXiv:2206.05239Syntology 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) · 2 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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Unveiling Transformers with LEGO: a synthetic reasoning task 9 Jun 2022 · 1 repository · arXiv:2206.04301Syntology 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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Efficient Human Pose Estimation via 3D Event Point Cloud 9 Jun 2022 · 1 repository · arXiv:2206.04511Syntology official (archive's flag): 7 ran · 7 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; 4 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 3 pointer-only (licence)
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Efficient and Robust 2D-to-BEV Representation Learning via Geometry-guided Kernel Transformer 9 Jun 2022 · 1 repository · arXiv:2206.04584Syntology 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) · 1 pointer-only (licence)
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Spatial Entropy as an Inductive Bias for Vision Transformers 9 Jun 2022 · 1 repository · arXiv:2206.04636Syntology official (archive's flag): 4 ran · 4 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; 4 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies 9 Jun 2022 · 3 repositories · arXiv:2206.04670Syntology official (archive's flag): 3 ran · 10 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; 6 where Syntology's instrument failed) · 7 unverified (of 17 harvested samples)
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Neural Prompt Search 9 Jun 2022 · 1 repository · arXiv:2206.04673Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 2 pointer-only (licence)
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Tutel: Adaptive Mixture-of-Experts at Scale 7 Jun 2022 · 2 repositories · arXiv:2206.03382Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation 6 Jun 2022 · 1 repository · arXiv:2206.02425Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 17 harvested samples) · 1 pointer-only (licence)
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Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning 6 Jun 2022 · 2 repositories · arXiv:2206.02647Syntology 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) · 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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Modeling Image Composition for Complex Scene Generation 2 Jun 2022 · 1 repository · arXiv:2206.00923Syntology 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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Deep Transformer Q-Networks for Partially Observable Reinforcement Learning 2 Jun 2022 · 1 repository · arXiv:2206.01078Syntology 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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Surface Analysis with Vision Transformers 31 May 2022 · 1 repository · arXiv:2205.15836Syntology 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) · 2 pointer-only (licence)
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You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction 30 May 2022 · 1 repository · arXiv:2205.14871Syntology 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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EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction 29 May 2022 · 6 repositories · arXiv:2205.14756Syntology 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) · 0 unverified (of 4 harvested samples)
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FedFormer: Contextual Federation with Attention in Reinforcement Learning 27 May 2022 · 1 repository · arXiv:2205.13697Syntology 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) · 2 pointer-only (licence)
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Transformers from an Optimization Perspective 27 May 2022 · 1 repository · arXiv:2205.13891Syntology 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) · 2 unverified (of 4 harvested samples)
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Future Transformer for Long-term Action Anticipation 27 May 2022 · 1 repository · arXiv:2205.14022Syntology 5 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; 0 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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GIT: A Generative Image-to-text Transformer for Vision and Language 27 May 2022 · 1 repository · arXiv:2205.14100Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 21 harvested samples)
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Momentum Stiefel Optimizer, with Applications to Suitably-Orthogonal Attention, and Optimal Transport 27 May 2022 · 1 repository · arXiv:2205.14173Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples)
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Your Transformer May Not be as Powerful as You Expect 26 May 2022 · 1 repository · arXiv:2205.13401Syntology 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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SemAffiNet: Semantic-Affine Transformation for Point Cloud Segmentation 26 May 2022 · 1 repository · arXiv:2205.13490Syntology 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, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 11 harvested samples) · 2 pointer-only (licence)
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Are Transformers Effective for Time Series Forecasting? 26 May 2022 · 10 repositories · arXiv:2205.13504Syntology official: no sample here; runs from other or unrecorded repositories · 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) · 6 unverified (of 19 harvested samples) · 13 pointer-only (licence)
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Green Hierarchical Vision Transformer for Masked Image Modeling 26 May 2022 · 1 repository · arXiv:2205.13515Syntology official (archive's flag): 4 ran · 4 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition 26 May 2022 · 2 repositories · arXiv:2205.13535Syntology 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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Transformer for Partial Differential Equations' Operator Learning 26 May 2022 · 1 repository · arXiv:2205.13671Syntology official (archive's flag): 12 ran · 12 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; 0 where Syntology's instrument failed) · 1 unverified (of 13 harvested samples)