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

Tanh Activation

Papers archive 2025-07-28

archive papers tagged: 6,333 · with a code link: 2,134 · where Syntology ran a sample: 386 (324 with a run with no instrument failure, 62 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (386 of 6,333 tagged: 324 with a run with no instrument failure, 62 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 4: papers 101 to 200 of the 386 tagged papers where Syntology ran at least one harvested sample (324 with a run with no instrument failure, 62 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.

• 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)
• 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)
• 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)
• Adaptive Rational Activations to Boost Deep Reinforcement Learning
  18 Feb 2021 · 4 repositories · arXiv:2102.09407
  Syntology official (archive's flag): 6 ran · 6 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; 6 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 3 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)
• 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)
• 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)
• 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)
• StyleMelGAN: An Efficient High-Fidelity Adversarial Vocoder with Temporal Adaptive Normalization
  3 Nov 2020 · 2 repositories · arXiv:2011.01557
  Syntology 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)
• AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts
  29 Oct 2020 · 5 repositories · arXiv:2010.15980
  Syntology official (archive's flag): 2 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) · 1 pointer-only (licence)
• Smooth activations and reproducibility in deep networks
  20 Oct 2020 · 4 repositories · arXiv:2010.09931
  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)
• 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)
• On the Universality of the Double Descent Peak in Ridgeless Regression
  5 Oct 2020 · 1 repository · arXiv:2010.01851
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 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)
• HiFiSinger: Towards High-Fidelity Neural Singing Voice Synthesis
  3 Sep 2020 · 1 repository · arXiv:2009.01776
  Syntology 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)
• 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)
• A Spectral Energy Distance for Parallel Speech Synthesis
  3 Aug 2020 · 2 repositories · arXiv:2008.01160
  Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• 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)
• 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)
• 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)
• Smooth Adversarial Training
  25 Jun 2020 · 1 repository · arXiv:2006.14536
  Syntology 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, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples)
• 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)
• Adversarial representation learning for private speech generation
  16 Jun 2020 · 1 repository · arXiv:2006.09114
  Syntology 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)
• 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)
• sEMG Gesture Recognition with a Simple Model of Attention
  5 Jun 2020 · 2 repositories · arXiv:2006.03645
  Syntology official: no sample here; runs from other or unrecorded repositories · 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)
• 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)
• Spying on your neighbors: Fine-grained probing of contextual embeddings for information about surrounding words
  4 May 2020 · 0 repositories · arXiv:2005.01810
  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) · 1 pointer-only (licence)
• Simplifying Paragraph-level Question Generation via Transformer Language Models
  3 May 2020 · 4 repositories · arXiv:2005.01107
  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) · 2 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• On the Generalization Effects of Linear Transformations in Data Augmentation
  2 May 2020 · 2 repositories · arXiv:2005.00695
  Syntology official (archive's flag): 5 ran · 6 ran (of which 1 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)
• SciREX: A Challenge Dataset for Document-Level Information Extraction
  1 May 2020 · 1 repository · arXiv:2005.00512
  Syntology 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)
• Towards Transparent and Explainable Attention Models
  29 Apr 2020 · 2 repositories · arXiv:2004.14243
  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) · 1 pointer-only (licence)
• Efficient Black-Box Planning Using Macro-Actions with Focused Effects
  28 Apr 2020 · 2 repositories · arXiv:2004.13242
  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) · 5 unverified (of 13 harvested samples)
• Angle-based Search Space Shrinking for Neural Architecture Search
  28 Apr 2020 · 1 repository · arXiv:2004.13431
  Syntology 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• YOLOv4: Optimal Speed and Accuracy of Object Detection
  23 Apr 2020 · 223 repositories · arXiv:2004.10934
  Syntology community repositories only · 142 ran (of which 0 constructed an object rather than computing a result; 133 with no instrument failure: 6 honoured, 0 violated, 127 with no contract checked; 9 where Syntology's instrument failed) · 42 unverified (of 184 harvested samples) · 21 pointer-only (licence)
• Supervised Contrastive Learning
  23 Apr 2020 · 26 repositories · arXiv:2004.11362
  Syntology community repositories only · 17 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 2 honoured, 0 violated, 12 with no contract checked; 3 where Syntology's instrument failed) · 6 unverified (of 23 harvested samples) · 5 pointer-only (licence)
• ResNeSt: Split-Attention Networks
  19 Apr 2020 · 36 repositories · arXiv:2004.08955
  Syntology official (archive's flag): 5 ran · 28 ran (of which 0 constructed an object rather than computing a result; 25 with no instrument failure: 0 honoured, 0 violated, 25 with no contract checked; 3 where Syntology's instrument failed) · 20 unverified (of 48 harvested samples) · 23 pointer-only (licence)
• Geometry-Aware Gradient Algorithms for Neural Architecture Search
  16 Apr 2020 · 1 repository · arXiv:2004.07802
  Syntology official (archive's flag): 3 ran · 12 ran (of which 9 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) · 3 unverified (of 15 harvested samples) · 5 pointer-only (licence)
• Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem
  7 Apr 2020 · 1 repository · arXiv:2004.13781
  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)
• Evolving Normalization-Activation Layers
  6 Apr 2020 · 8 repositories · arXiv:2004.02967
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 3 pointer-only (licence)
• A Generic Graph-based Neural Architecture Encoding Scheme for Predictor-based NAS
  4 Apr 2020 · 1 repository · arXiv:2004.01899
  Syntology 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)
• Neural Architecture Search for Lightweight Non-Local Networks
  4 Apr 2020 · 2 repositories · arXiv:2004.01961
  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)
• MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning
  31 Mar 2020 · 1 repository · arXiv:2003.14058
  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) · 4 unverified (of 13 harvested samples) · 2 pointer-only (licence)
• DHP: Differentiable Meta Pruning via HyperNetworks
  30 Mar 2020 · 2 repositories · arXiv:2003.13683
  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)
• Are Labels Necessary for Neural Architecture Search?
  26 Mar 2020 · 2 repositories · arXiv:2003.12056
  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, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Felix: Flexible Text Editing Through Tagging and Insertion
  24 Mar 2020 · 3 repositories · arXiv:2003.10687
  Syntology community repositories only · 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) · 2 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 5 harvested samples) · 1 pointer-only (licence)
• Model-based Asynchronous Hyperparameter and Neural Architecture Search
  24 Mar 2020 · 3 repositories · arXiv:2003.10865
  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)
• Transformer Networks for Trajectory Forecasting
  18 Mar 2020 · 1 repository · arXiv:2003.08111
  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)
• SuperMix: Supervising the Mixing Data Augmentation
  10 Mar 2020 · 2 repositories · arXiv:2003.05034
  Syntology 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) · 4 pointer-only (licence)
• DADA: Differentiable Automatic Data Augmentation
  8 Mar 2020 · 1 repository · arXiv:2003.03780
  Syntology official (archive's flag): 8 ran · 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) · 1 unverified (of 9 harvested samples) · 5 pointer-only (licence)
• Data Augmentation using Pre-trained Transformer Models
  4 Mar 2020 · 4 repositories · arXiv:2003.02245
  Syntology community repositories only · 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)
• Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution
  26 Feb 2020 · 3 repositories · arXiv:2002.11616
  Syntology community repositories only · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
• Searching for Winograd-aware Quantized Networks
  25 Feb 2020 · 1 repository · arXiv:2002.10711
  Syntology 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)
• Addressing Some Limitations of Transformers with Feedback Memory
  21 Feb 2020 · 4 repositories · arXiv:2002.09402
  Syntology official: no sample here; runs from other or unrecorded repositories · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)
• Imputer: Sequence Modelling via Imputation and Dynamic Programming
  20 Feb 2020 · 1 repository · arXiv:2002.08926
  Syntology 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)
• How to 0wn NAS in Your Spare Time
  17 Feb 2020 · 1 repository · arXiv:2002.06776
  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)
• Precision Gating: Improving Neural Network Efficiency with Dynamic Dual-Precision Activations
  17 Feb 2020 · 1 repository · arXiv:2002.07136
  Syntology official (archive's flag): 9 ran · 9 ran (of which 8 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)
• Federated Learning with Matched Averaging
  15 Feb 2020 · 1 repository · arXiv:2002.06440
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples)
• To Share or Not To Share: A Comprehensive Appraisal of Weight-Sharing
  11 Feb 2020 · 1 repository · arXiv:2002.04289
  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) · 0 unverified (of 7 harvested samples)
• fastai: A Layered API for Deep Learning
  11 Feb 2020 · 2 repositories · arXiv:2002.04688
  Syntology official: harvested, nothing 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) · 7 unverified (of 8 harvested samples)
• FiniteNet: A Fully Convolutional LSTM Network Architecture for Time-Dependent Partial Differential Equations
  7 Feb 2020 · 1 repository · arXiv:2002.03014
  Syntology official (archive's flag): 2 ran · 2 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; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Variational Depth Search in ResNets
  6 Feb 2020 · 1 repository · arXiv:2002.02797
  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) · 1 unverified; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples)
• GraphGen: A Scalable Approach to Domain-agnostic Labeled Graph Generation
  22 Jan 2020 · 1 repository · arXiv:2001.08184
  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)
• Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network
  17 Jan 2020 · 1 repository · arXiv:2001.06268
  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: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 8 unverified (of 11 harvested samples)
• Fast Neural Network Adaptation via Parameter Remapping and Architecture Search
  8 Jan 2020 · 0 repositories · arXiv:2001.02525
  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) · 1 unverified (of 2 harvested samples)
• Deeper Insights into Weight Sharing in Neural Architecture Search
  6 Jan 2020 · 1 repository · arXiv:2001.01431
  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) · 2 unverified (of 6 harvested samples) · 1 pointer-only (licence)
• FasterSeg: Searching for Faster Real-time Semantic Segmentation
  23 Dec 2019 · 2 repositories · arXiv:1912.10917
  Syntology official (archive's flag): 8 ran · 11 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; 2 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples) · 2 pointer-only (licence)
• Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild
  23 Dec 2019 · 4 repositories · arXiv:1912.10952
  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)