Methods › General › Activation Functions › Sigmoid Activation › Papers where code ran, page 2

Sigmoid Activation

Papers archive 2025-07-28

archive papers tagged: 7,112 · with a code link: 2,470 · where Syntology ran a sample: 461 (386 with a run with no instrument failure, 75 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (461 of 7,112 tagged: 386 with a run with no instrument failure, 75 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 2 of 5: papers 101 to 200 of the 461 tagged papers where Syntology ran at least one harvested sample (386 with a run with no instrument failure, 75 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.

• SurvTRACE: Transformers for Survival Analysis with Competing Events
  2 Oct 2021 · 1 repository · arXiv:2110.00855
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 2 pointer-only (licence)
• RobustART: Benchmarking Robustness on Architecture Design and Training Techniques
  11 Sep 2021 · 1 repository · arXiv:2109.05211
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Thinking Clearly, Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systems
  9 Sep 2021 · 1 repository · arXiv:2109.04084
  Syntology 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)
• UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer
  9 Sep 2021 · 3 repositories · arXiv:2109.04335
  Syntology 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)
• Text-to-Table: A New Way of Information Extraction
  6 Sep 2021 · 1 repository · arXiv:2109.02707
  Syntology 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) · 0 unverified (of 3 harvested samples)
• Pushing Paraphrase Away from Original Sentence: A Multi-Round Paraphrase Generation Approach
  4 Sep 2021 · 1 repository · arXiv:2109.01862
  Syntology official (archive's flag): 4 ran · 4 ran (of which 3 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Evaluating the Robustness of Neural Language Models to Input Perturbations
  27 Aug 2021 · 1 repository · arXiv:2108.12237
  Syntology 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)
• MicroNet: Improving Image Recognition with Extremely Low FLOPs
  12 Aug 2021 · 1 repository · arXiv:2108.05894
  Syntology official (archive's flag): 10 ran · 10 ran (of which 6 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples)
• Generic Neural Architecture Search via Regression
  4 Aug 2021 · 2 repositories · arXiv:2108.01899
  Syntology official (archive's flag): 2 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Curriculum learning for language modeling
  4 Aug 2021 · 1 repository · arXiv:2108.02170
  Syntology 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)
• Tailor: Generating and Perturbing Text with Semantic Controls
  15 Jul 2021 · 1 repository · arXiv:2107.07150
  Syntology 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)
• CMT: Convolutional Neural Networks Meet Vision Transformers
  13 Jul 2021 · 14 repositories · arXiv:2107.06263
  Syntology 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)
• CoBERL: Contrastive BERT for Reinforcement Learning
  12 Jul 2021 · 2 repositories · arXiv:2107.05431
  Syntology 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)
• A Long Short-Term Memory for AI Applications in Spike-based Neuromorphic Hardware
  8 Jul 2021 · 1 repository · arXiv:2107.03992
  Syntology 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) · 4 unverified (of 11 harvested samples) · 11 pointer-only (licence)
• Combining EfficientNet and Vision Transformers for Video Deepfake Detection
  6 Jul 2021 · 3 repositories · arXiv:2107.02612
  Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 2 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (of 14 harvested samples) · 4 pointer-only (licence)
• Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets
  2 Jul 2021 · 1 repository · arXiv:2107.00860
  Syntology official (archive's flag): 7 ran · 12 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; 1 where Syntology's instrument failed) · 7 unverified (of 19 harvested samples) · 6 pointer-only (licence)
• DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning
  11 Jun 2021 · 1 repository · arXiv:2106.06135
  Syntology official (archive's flag): 2 ran · 3 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; 1 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 1 pointer-only (licence)
• Going Beyond Linear Transformers with Recurrent Fast Weight Programmers
  11 Jun 2021 · 5 repositories · arXiv:2106.06295
  Syntology community repositories only · 9 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; 4 where Syntology's instrument failed) · 3 unverified (of 12 harvested samples) · 1 pointer-only (licence)
• Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment
  11 Jun 2021 · 1 repository · arXiv:2106.06381
  Syntology 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)
• Structured Reordering for Modeling Latent Alignments in Sequence Transduction
  6 Jun 2021 · 1 repository · arXiv:2106.03257
  Syntology 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)
• Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction
  3 Jun 2021 · 1 repository · arXiv:2106.01793
  Syntology 3 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 3 harvested samples)
• Examining the Inductive Bias of Neural Language Models with Artificial Languages
  2 Jun 2021 · 1 repository · arXiv:2106.01044
  Syntology 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)
• Dense Nested Attention Network for Infrared Small Target Detection
  1 Jun 2021 · 1 repository · arXiv:2106.00487
  Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 2 pointer-only (licence)
• ADNet: Attention-guided Deformable Convolutional Network for High Dynamic Range Imaging
  22 May 2021 · 8 repositories · arXiv:2105.10697
  Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples)
• Duplex Sequence-to-Sequence Learning for Reversible Machine Translation
  7 May 2021 · 1 repository · arXiv:2105.03458
  Syntology 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) · 3 pointer-only (licence)
• Self-Supervised Multi-Frame Monocular Scene Flow
  5 May 2021 · 1 repository · arXiv:2105.02216
  Syntology 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) · 1 unverified (of 6 harvested samples)
• The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey
  30 Apr 2021 · 1 repository · arXiv:2104.14839
  Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples)
• If your data distribution shifts, use self-learning
  27 Apr 2021 · 1 repository · arXiv:2104.12928
  Syntology 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)
• Temporal Modulation Network for Controllable Space-Time Video Super-Resolution
  21 Apr 2021 · 1 repository · arXiv:2104.10642
  Syntology 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) · 5 unverified (of 6 harvested samples)
• When Does Pretraining Help? Assessing Self-Supervised Learning for Law and the CaseHOLD Dataset
  18 Apr 2021 · 2 repositories · arXiv:2104.08671
  Syntology official (archive's flag): 1 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples)
• Question Decomposition with Dependency Graphs
  17 Apr 2021 · 1 repository · arXiv:2104.08647
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis
  16 Apr 2021 · 1 repository · arXiv:2104.08336
  Syntology 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) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Large-Scale Contextualised Language Modelling for Norwegian
  13 Apr 2021 · 2 repositories · arXiv:2104.06546
  Syntology 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) · 2 unverified (of 3 harvested samples)
• Detecting COVID-19 and Community Acquired Pneumonia using Chest CT scan images with Deep Learning
  11 Apr 2021 · 1 repository · arXiv:2104.05121
  Syntology official (archive's flag): 1 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)
• Learning specialized activation functions with the Piecewise Linear Unit
  8 Apr 2021 · 1 repository · arXiv:2104.03693
  Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
• Content-Aware GAN Compression
  6 Apr 2021 · 1 repository · arXiv:2104.02244
  Syntology official (archive's flag): 9 ran · 9 ran (of which 5 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) · 7 unverified (of 16 harvested samples)
• Visual Alignment Constraint for Continuous Sign Language Recognition
  6 Apr 2021 · 2 repositories · arXiv:2104.02330
  Syntology official (archive's flag): 1 ran · 4 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 5 harvested samples) · 3 pointer-only (licence)
• LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference
  2 Apr 2021 · 12 repositories · arXiv:2104.01136
  Syntology official (archive's flag): 3 ran · 23 ran (of which 16 constructed an object rather than computing a result; 21 with no instrument failure: 3 honoured, 1 violated, 17 with no contract checked; 2 where Syntology's instrument failed) · 7 unverified (of 30 harvested samples)
• Scalable Pareto Front Approximation for Deep Multi-Objective Learning
  24 Mar 2021 · 1 repository · arXiv:2103.13392
  Syntology 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)
• AutoDO: Robust AutoAugment for Biased Data with Label Noise via Scalable Probabilistic Implicit Differentiation
  10 Mar 2021 · 1 repository · arXiv:2103.05863
  Syntology 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) · 7 pointer-only (licence)
• LambdaNetworks: Modeling Long-Range Interactions Without Attention
  17 Feb 2021 · 7 repositories · arXiv:2102.08602
  Syntology 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)
• Certified Robustness to Programmable Transformations in LSTMs
  15 Feb 2021 · 1 repository · arXiv:2102.07818
  Syntology 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) · 12 unverified (of 13 harvested samples)
• Low Curvature Activations Reduce Overfitting in Adversarial Training
  15 Feb 2021 · 1 repository · arXiv:2102.07861
  Syntology official: no sample here; runs from other or unrecorded repositories · 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)
• Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet
  28 Jan 2021 · 13 repositories · arXiv:2101.11986
  Syntology official (archive's flag): 4 ran · 21 ran (of which 16 constructed an object rather than computing a result; 21 with no instrument failure: 1 honoured, 0 violated, 20 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 26 harvested samples) · 8 pointer-only (licence)
• Bottleneck Transformers for Visual Recognition
  27 Jan 2021 · 13 repositories · arXiv:2101.11605
  Syntology 26 ran (of which 9 constructed an object rather than computing a result; 19 with no instrument failure: 1 honoured, 0 violated, 18 with no contract checked; 7 where Syntology's instrument failed) · 23 unverified (of 49 harvested samples) · 8 pointer-only (licence)
• Robust Reinforcement Learning on State Observations with Learned Optimal Adversary
  21 Jan 2021 · 2 repositories · arXiv:2101.08452
  Syntology 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) · 5 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• Characterizing signal propagation to close the performance gap in unnormalized ResNets
  21 Jan 2021 · 4 repositories · arXiv:2101.08692
  Syntology 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)
• RepVGG: Making VGG-style ConvNets Great Again
  11 Jan 2021 · 25 repositories · arXiv:2101.03697
  Syntology official (archive's flag): 2 ran · 13 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; 5 where Syntology's instrument failed) · 3 unverified (of 16 harvested samples) · 6 pointer-only (licence)
• HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation
  14 Dec 2020 · 1 repository · arXiv:2012.07356
  Syntology 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)
• Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation
  13 Dec 2020 · 5 repositories · arXiv:2012.07177
  Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Deep Implicit Templates for 3D Shape Representation
  30 Nov 2020 · 1 repository · arXiv:2011.14565
  Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• ONION: A Simple and Effective Defense Against Textual Backdoor Attacks
  20 Nov 2020 · 2 repositories · arXiv:2011.10369
  Syntology 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)
• PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization
  17 Nov 2020 · 26 repositories · arXiv:2011.08785
  Syntology 7 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; 5 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 3 pointer-only (licence)
• Learning Associative Inference Using Fast Weight Memory
  16 Nov 2020 · 1 repository · arXiv:2011.07831
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Scaled-YOLOv4: Scaling Cross Stage Partial Network
  16 Nov 2020 · 41 repositories · arXiv:2011.08036
  Syntology official: no sample here; runs from other or unrecorded repositories · 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)
• Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search
  29 Oct 2020 · 2 repositories · arXiv:2010.15821
  Syntology community repositories only · 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)
• Aspect-based Document Similarity for Research Papers
  13 Oct 2020 · 1 repository · arXiv:2010.06395
  Syntology 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)
• Improving Compositional Generalization in Semantic Parsing
  12 Oct 2020 · 1 repository · arXiv:2010.05647
  Syntology 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)
• Examining the Ordering of Rhetorical Strategies in Persuasive Requests
  9 Oct 2020 · 1 repository · arXiv:2010.04625
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples)
• All for One and One for All: Improving Music Separation by Bridging Networks
  8 Oct 2020 · 5 repositories · arXiv:2010.04228
  Syntology official (archive's flag): 7 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples)
• Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling
  8 Oct 2020 · 6 repositories · arXiv:2010.04301
  Syntology 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)
• Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News
  7 Oct 2020 · 2 repositories · arXiv:2010.03159
  Syntology 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)
• Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction
  7 Oct 2020 · 0 repositories · arXiv:2010.03260
  Syntology 8 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; 1 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers
  1 Oct 2020 · 3 repositories · arXiv:2010.00667
  Syntology 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)
• MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
  25 Sep 2020 · 1 repository · arXiv:2009.12005
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 3 pointer-only (licence)
• A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning
  17 Sep 2020 · 1 repository · arXiv:2009.08115
  Syntology official (archive's flag): 4 ran · 4 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 10 harvested samples)
• Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction
  16 Sep 2020 · 1 repository · arXiv:2009.07503
  Syntology 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) · 3 unverified; the one sample that ran constructed an object rather than computing a result (of 4 harvested samples) · 4 pointer-only (licence)
• Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function
  8 Sep 2020 · 1 repository · arXiv:2009.04007
  Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution
  7 Sep 2020 · 1 repository · arXiv:2009.03693
  Syntology 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)
• KILT: a Benchmark for Knowledge Intensive Language Tasks
  4 Sep 2020 · 3 repositories · arXiv:2009.02252
  Syntology community repositories only · 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)
• FastSal: a Computationally Efficient Network for Visual Saliency Prediction
  25 Aug 2020 · 1 repository · arXiv:2008.11151
  Syntology 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)
• YNU-HPCC at SemEval-2020 Task 11: LSTM Network for Detection of Propaganda Techniques in News Articles
  24 Aug 2020 · 1 repository · arXiv:2008.10166
  Syntology 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)
• Hierarchical Deep Learning of Multiscale Differential Equation Time-Steppers
  22 Aug 2020 · 1 repository · arXiv:2008.09768
  Syntology 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)
• Model Patching: Closing the Subgroup Performance Gap with Data Augmentation
  15 Aug 2020 · 1 repository · arXiv:2008.06775
  Syntology official (archive's flag): 18 ran · 18 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 24 harvested samples)
• Enhancing Speech Intelligibility in Text-To-Speech Synthesis using Speaking Style Conversion
  13 Aug 2020 · 1 repository · arXiv:2008.05809
  Syntology 3 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; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)
• SpeedySpeech: Efficient Neural Speech Synthesis
  9 Aug 2020 · 3 repositories · arXiv:2008.03802
  Syntology 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)
• Speaker Conditional WaveRNN: Towards Universal Neural Vocoder for Unseen Speaker and Recording Conditions
  9 Aug 2020 · 1 repository · arXiv:2008.05289
  Syntology 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)
• Improving One-stage Visual Grounding by Recursive Sub-query Construction
  3 Aug 2020 · 1 repository · arXiv:2008.01059
  Syntology official (archive's flag): 20 ran · 20 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 1 honoured, 0 violated, 18 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 22 harvested samples) · 3 pointer-only (licence)
• Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition
  1 Aug 2020 · 2 repositories · arXiv:2008.00188
  Syntology official (archive's flag): 9 ran · 9 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; 2 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples) · 2 pointer-only (licence)
• Joslim: Joint Widths and Weights Optimization for Slimmable Neural Networks
  23 Jul 2020 · 2 repositories · arXiv:2007.11752
  Syntology 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)
• WeightNet: Revisiting the Design Space of Weight Networks
  23 Jul 2020 · 2 repositories · arXiv:2007.11823
  Syntology 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)
• Dense Hybrid Recurrent Multi-view Stereo Net with Dynamic Consistency Checking
  21 Jul 2020 · 2 repositories · arXiv:2007.10872
  Syntology official (archive's flag): 14 ran · 26 ran (of which 0 constructed an object rather than computing a result; 22 with no instrument failure: 1 honoured, 0 violated, 21 with no contract checked; 4 where Syntology's instrument failed) · 7 unverified (of 33 harvested samples) · 1 pointer-only (licence)
• Face Super-Resolution Guided by 3D Facial Priors
  18 Jul 2020 · 1 repository · arXiv:2007.09454
  Syntology 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 1 pointer-only (licence)
• Towards Debiasing Sentence Representations
  16 Jul 2020 · 1 repository · arXiv:2007.08100
  Syntology 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, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• NVAE: A Deep Hierarchical Variational Autoencoder
  8 Jul 2020 · 10 repositories · arXiv:2007.03898
  Syntology official (archive's flag): 9 ran · 26 ran (of which 15 constructed an object rather than computing a result; 21 with no instrument failure: 3 honoured, 0 violated, 18 with no contract checked; 5 where Syntology's instrument failed) · 15 unverified (of 41 harvested samples) · 23 pointer-only (licence)
• Fine-Grained Stochastic Architecture Search
  17 Jun 2020 · 1 repository · arXiv:2006.09581
  Syntology 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)
• Neural Ensemble Search for Uncertainty Estimation and Dataset Shift
  15 Jun 2020 · 1 repository · arXiv:2006.08573
  Syntology 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)
• Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels
  13 Jun 2020 · 1 repository · arXiv:2006.07556
  Syntology 15 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 1 honoured, 0 violated, 13 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 19 harvested samples)
• MomentumRNN: Integrating Momentum into Recurrent Neural Networks
  12 Jun 2020 · 2 repositories · arXiv:2006.06919
  Syntology official (archive's flag): 1 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) · 1 pointer-only (licence)
• Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?
  12 Jun 2020 · 1 repository · arXiv:2006.06936
  Syntology 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)
• On Data Augmentation for GAN Training
  9 Jun 2020 · 1 repository · arXiv:2006.05338
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples)
• Speedy Performance Estimation for Neural Architecture Search
  8 Jun 2020 · 2 repositories · arXiv:2006.04492
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 1 pointer-only (licence)
• Neural Architecture Search without Training
  8 Jun 2020 · 3 repositories · arXiv:2006.04647
  Syntology official: no sample here; runs from other or unrecorded repositories · 8 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; 3 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 3 pointer-only (licence)
• Copy that! Editing Sequences by Copying Spans
  8 Jun 2020 · 1 repository · arXiv:2006.04771
  Syntology 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)
• Do RNN and LSTM have Long Memory?
  6 Jun 2020 · 1 repository · arXiv:2006.03860
  Syntology 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)
• DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution
  3 Jun 2020 · 6 repositories · arXiv:2006.02334
  Syntology community repositories only · 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)
• Perceptual Extreme Super Resolution Network with Receptive Field Block
  26 May 2020 · 1 repository · arXiv:2005.12597
  Syntology 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)
• Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
  22 May 2020 · 18 repositories · arXiv:2005.11401
  Syntology 6 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; 1 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
• On the Robustness of Language Encoders against Grammatical Errors
  12 May 2020 · 1 repository · arXiv:2005.05683
  Syntology 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)
• AutoCLINT: The Winning Method in AutoCV Challenge 2019
  9 May 2020 · 1 repository · arXiv:2005.04373
  Syntology 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) · 0 unverified (of 3 harvested samples)