Methods › General › Activation Functions › ReLU › Papers where code ran, page 9
ReLU
Papers archive 2025-07-28
archive papers tagged: 10,350 · with a code link: 4,256 · where Syntology ran a sample: 1,079 (909 with a run with no instrument failure, 170 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (1,079 of 10,350 tagged: 909 with a run with no instrument failure, 170 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 9 of 11: papers 801 to 900 of the 1,079 tagged papers where Syntology ran at least one harvested sample (909 with a run with no instrument failure, 170 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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Fast AutoAugment 1 May 2019 · 11 repositories · arXiv:1905.00397Syntology official (archive's flag): 9 ran · 37 ran (of which 2 constructed an object rather than computing a result; 21 with no instrument failure: 0 honoured, 0 violated, 21 with no contract checked; 16 where Syntology's instrument failed) · 3 unverified (of 40 harvested samples) · 7 pointer-only (licence)
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Unsupervised Data Augmentation for Consistency Training 29 Apr 2019 · 20 repositories · arXiv:1904.12848Syntology official (archive's flag): 10 ran · 30 ran (of which 3 constructed an object rather than computing a result; 22 with no instrument failure: 0 honoured, 0 violated, 22 with no contract checked; 8 where Syntology's instrument failed) · 22 unverified (of 52 harvested samples) · 17 pointer-only (licence)
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HAWQ: Hessian AWare Quantization of Neural Networks with Mixed-Precision 29 Apr 2019 · 1 repository · arXiv:1905.03696Syntology official: harvested, nothing ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Transformers with convolutional context for ASR 26 Apr 2019 · 4 repositories · arXiv:1904.11660Syntology 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) · 0 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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Making Convolutional Networks Shift-Invariant Again 25 Apr 2019 · 7 repositories · arXiv:1904.11486Syntology official: harvested, nothing ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples) · 3 pointer-only (licence)
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RepPoints: Point Set Representation for Object Detection 25 Apr 2019 · 6 repositories · arXiv:1904.11490Syntology 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Attention Augmented Convolutional Networks 22 Apr 2019 · 14 repositories · arXiv:1904.09925Syntology 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) · 3 unverified (of 6 harvested samples) · 1 pointer-only (licence)
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Language Models with Transformers 20 Apr 2019 · 1 repository · arXiv:1904.09408Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Mask-Predict: Parallel Decoding of Conditional Masked Language Models 19 Apr 2019 · 2 repositories · arXiv:1904.09324Syntology community repositories only · 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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CornerNet-Lite: Efficient Keypoint Based Object Detection 18 Apr 2019 · 6 repositories · arXiv:1904.08900Syntology official (archive's flag): 6 ran · 21 ran (of which 0 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) · 6 unverified (of 27 harvested samples)
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CenterNet: Keypoint Triplets for Object Detection 17 Apr 2019 · 20 repositories · arXiv:1904.08189Syntology official: harvested, nothing 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) · 9 unverified (of 11 harvested samples) · 4 pointer-only (licence)
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Improved Precision and Recall Metric for Assessing Generative Models 15 Apr 2019 · 10 repositories · arXiv:1904.06991Syntology official (archive's flag): 1 ran · 30 ran (of which 12 constructed an object rather than computing a result; 20 with no instrument failure: 5 honoured, 1 violated, 14 with no contract checked; 10 where Syntology's instrument failed) · 12 unverified (of 42 harvested samples) · 25 pointer-only (licence)
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Compressing deep neural networks by matrix product operators 11 Apr 2019 · 1 repository · arXiv:1904.06194Syntology 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) · 3 unverified (of 5 harvested samples) · 1 pointer-only (licence)
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Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations 10 Apr 2019 · 8 repositories · arXiv:1904.05044Syntology 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution 10 Apr 2019 · 28 repositories · arXiv:1904.05049Syntology community repositories only · 24 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; 13 where Syntology's instrument failed) · 10 unverified (of 34 harvested samples) · 9 pointer-only (licence)
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CycleGAN-VC2: Improved CycleGAN-based Non-parallel Voice Conversion 9 Apr 2019 · 6 repositories · arXiv:1904.04631Syntology 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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YOLACT: Real-time Instance Segmentation 4 Apr 2019 · 48 repositories · arXiv:1904.02689Syntology community repositories only · 18 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 2 honoured, 1 violated, 10 with no contract checked; 5 where Syntology's instrument failed) · 3 unverified (of 21 harvested samples) · 9 pointer-only (licence)
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A Comprehensive Overhaul of Feature Distillation 3 Apr 2019 · 2 repositories · arXiv:1904.01866Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 1 pointer-only (licence)
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Res2Net: A New Multi-scale Backbone Architecture 2 Apr 2019 · 34 repositories · arXiv:1904.01169Syntology 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) · 9 pointer-only (licence)
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FCOS: Fully Convolutional One-Stage Object Detection 2 Apr 2019 · 87 repositories · arXiv:1904.01355Syntology official: no sample here; runs from other or unrecorded repositories · 37 ran (of which 0 constructed an object rather than computing a result; 31 with no instrument failure: 2 honoured, 2 violated, 27 with no contract checked; 6 where Syntology's instrument failed) · 3 unverified (of 40 harvested samples) · 19 pointer-only (licence)
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Exploring Randomly Wired Neural Networks for Image Recognition 2 Apr 2019 · 9 repositories · arXiv:1904.01569Syntology 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) · 21 unverified (of 31 harvested samples) · 1 pointer-only (licence)
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Deep Learning for Large-Scale Traffic-Sign Detection and Recognition 1 Apr 2019 · 1 repository · arXiv:1904.00649Syntology 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) · 1 pointer-only (licence)
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Large Batch Optimization for Deep Learning: Training BERT in 76 minutes 1 Apr 2019 · 32 repositories · arXiv:1904.00962Syntology 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) · 5 unverified (of 11 harvested samples) · 9 pointer-only (licence)
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Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against Defenses 1 Apr 2019 · 1 repository · arXiv:1904.00979Syntology 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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Benchmarking Neural Network Robustness to Common Corruptions and Perturbations 28 Mar 2019 · 14 repositories · arXiv:1903.12261Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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Scaling up the randomized gradient-free adversarial attack reveals overestimation of robustness using established attacks 27 Mar 2019 · 1 repository · arXiv:1903.11359Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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SRM : A Style-based Recalibration Module for Convolutional Neural Networks 26 Mar 2019 · 1 repository · arXiv:1903.10829Syntology 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)
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DetNAS: Backbone Search for Object Detection 26 Mar 2019 · 2 repositories · arXiv:1903.10979Syntology 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) · 1 unverified (of 8 harvested samples) · 3 pointer-only (licence)
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Fine-tune BERT for Extractive Summarization 25 Mar 2019 · 12 repositories · arXiv:1903.10318Syntology community repositories only · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 1 pointer-only (licence)
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Photorealistic Style Transfer via Wavelet Transforms 23 Mar 2019 · 4 repositories · arXiv:1903.09760Syntology official (archive's flag): 1 ran · 10 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 3 honoured, 1 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 3 pointer-only (licence)
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Selective Kernel Networks 15 Mar 2019 · 20 repositories · arXiv:1903.06586Syntology community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Communication-efficient distributed SGD with Sketching 12 Mar 2019 · 2 repositories · arXiv:1903.04488Syntology 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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Phase-aware Speech Enhancement with Deep Complex U-Net 7 Mar 2019 · 9 repositories · arXiv:1903.03107Syntology 9 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; 3 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 2 pointer-only (licence)
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Feature Selective Anchor-Free Module for Single-Shot Object Detection 2 Mar 2019 · 4 repositories · arXiv:1903.00621Syntology 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) · 6 unverified (of 8 harvested samples)
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Mask Scoring R-CNN 1 Mar 2019 · 3 repositories · arXiv:1903.00241Syntology 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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ANODE: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs 27 Feb 2019 · 5 repositories · arXiv:1902.10298Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 2 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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MultiGrain: a unified image embedding for classes and instances 14 Feb 2019 · 3 repositories · arXiv:1902.05509Syntology community repositories only · 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)
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MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation 11 Feb 2019 · 6 repositories · arXiv:1902.04049Syntology official (archive's flag): 6 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) · 0 unverified (of 7 harvested samples)
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Improved Knowledge Distillation via Teacher Assistant 9 Feb 2019 · 3 repositories · arXiv:1902.03393Syntology 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)
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Parameter-Efficient Transfer Learning for NLP 2 Feb 2019 · 17 repositories · arXiv:1902.00751Syntology official: harvested, nothing ran · 14 ran (of which 3 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) · 8 unverified (of 22 harvested samples) · 3 pointer-only (licence)
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Learnable Embedding Space for Efficient Neural Architecture Compression 1 Feb 2019 · 2 repositories · arXiv:1902.00383Syntology community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Multi-Task Deep Neural Networks for Natural Language Understanding 31 Jan 2019 · 7 repositories · arXiv:1901.11504Syntology community repositories only · 9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 1 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (of 13 harvested samples) · 4 pointer-only (licence)
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Progressive Image Deraining Networks: A Better and Simpler Baseline 26 Jan 2019 · 4 repositories · arXiv:1901.09221Syntology community repositories only · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 1 pointer-only (licence)
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Revisiting Self-Supervised Visual Representation Learning 25 Jan 2019 · 6 repositories · arXiv:1901.09005Syntology official (archive's flag): 5 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) · 6 unverified (of 15 harvested samples) · 7 pointer-only (licence)
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Equivariant Transformer Networks 25 Jan 2019 · 3 repositories · arXiv:1901.11399Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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Traditional and Heavy-Tailed Self Regularization in Neural Network Models 24 Jan 2019 · 2 repositories · arXiv:1901.08276Syntology 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) · 4 unverified (of 7 harvested samples)
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Bottom-up Object Detection by Grouping Extreme and Center Points 23 Jan 2019 · 2 repositories · arXiv:1901.08043Syntology 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) · 4 unverified (of 5 harvested samples)
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TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents 23 Jan 2019 · 23 repositories · arXiv:1901.08149Syntology 18 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; 7 where Syntology's instrument failed) · 8 unverified (of 26 harvested samples) · 7 pointer-only (licence)
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Hybrid Task Cascade for Instance Segmentation 22 Jan 2019 · 5 repositories · arXiv:1901.07518Syntology community repositories only · 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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Domain Adaptation for Structured Output via Discriminative Patch Representations 16 Jan 2019 · 8 repositories · arXiv:1901.05427Syntology official (archive's flag): 2 ran · 4 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; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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UPSNet: A Unified Panoptic Segmentation Network 12 Jan 2019 · 1 repository · arXiv:1901.03784Syntology 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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Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context 9 Jan 2019 · 37 repositories · arXiv:1901.02860Syntology official (archive's flag): 8 ran · 67 ran (of which 37 constructed an object rather than computing a result; 49 with no instrument failure: 4 honoured, 1 violated, 44 with no contract checked; 18 where Syntology's instrument failed) · 76 unverified (of 143 harvested samples) · 43 pointer-only (licence)
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Panoptic Feature Pyramid Networks 8 Jan 2019 · 12 repositories · arXiv:1901.02446Syntology community repositories only · 11 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; 7 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples) · 2 pointer-only (licence)
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Deeper and Wider Siamese Networks for Real-Time Visual Tracking 7 Jan 2019 · 5 repositories · arXiv:1901.01660Syntology 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)
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Improving MMD-GAN Training with Repulsive Loss Function 24 Dec 2018 · 1 repository · arXiv:1812.09916Syntology 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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Slimmable Neural Networks 21 Dec 2018 · 4 repositories · arXiv:1812.08928Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Trust Region Based Adversarial Attack on Neural Networks 16 Dec 2018 · 2 repositories · arXiv:1812.06371Syntology official (archive's flag): 3 ran · 7 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 7 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 7 pointer-only (licence)
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ELASTIC: Improving CNNs with Dynamic Scaling Policies 13 Dec 2018 · 1 repository · arXiv:1812.05262Syntology 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) · 7 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problem 13 Dec 2018 · 1 repository · arXiv:1812.05720Syntology 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, 2 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Soft Actor-Critic Algorithms and Applications 13 Dec 2018 · 52 repositories · arXiv:1812.05905Syntology official: no sample here; runs from other or unrecorded repositories · 38 ran (of which 0 constructed an object rather than computing a result; 35 with no instrument failure: 4 honoured, 1 violated, 30 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 40 harvested samples) · 5 pointer-only (licence)
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Deep Anomaly Detection with Outlier Exposure 11 Dec 2018 · 9 repositories · arXiv:1812.04606Syntology community repositories only · 5 ran (of which 2 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) · 0 unverified (of 5 harvested samples) · 4 pointer-only (licence)
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FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search 9 Dec 2018 · 5 repositories · arXiv:1812.03443Syntology 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)
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Spatial-Temporal Person Re-identification 8 Dec 2018 · 3 repositories · arXiv:1812.03282Syntology official (archive's flag): 1 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) · 2 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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Off-Policy Deep Reinforcement Learning without Exploration 7 Dec 2018 · 10 repositories · arXiv:1812.02900Syntology community repositories only · 14 ran (of which 12 constructed an object rather than computing a result; 14 with no instrument failure: 1 honoured, 0 violated, 13 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 14 harvested samples) · 9 pointer-only (licence)
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Bag of Tricks for Image Classification with Convolutional Neural Networks 4 Dec 2018 · 28 repositories · arXiv:1812.01187Syntology community repositories only · 11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 2 honoured, 0 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 15 harvested samples) · 5 pointer-only (licence)
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Learning RoI Transformer for Detecting Oriented Objects in Aerial Images 1 Dec 2018 · 1 repository · arXiv:1812.00155Syntology 10 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; 5 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples) · 11 pointer-only (licence)
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Deep Multi-Agent Reinforcement Learning with Relevance Graphs 30 Nov 2018 · 1 repository · arXiv:1811.12557Syntology 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) · 6 unverified (of 7 harvested samples)
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Parsing R-CNN for Instance-Level Human Analysis 30 Nov 2018 · 2 repositories · arXiv:1811.12596Syntology official (archive's flag): 5 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) · 1 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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Classification is a Strong Baseline for Deep Metric Learning 30 Nov 2018 · 2 repositories · arXiv:1811.12649Syntology 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) · 4 unverified (of 5 harvested samples)
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Graph-Based Global Reasoning Networks 30 Nov 2018 · 9 repositories · arXiv:1811.12814Syntology official (archive's flag): 1 ran · 15 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; 5 where Syntology's instrument failed) · 0 unverified (of 15 harvested samples) · 7 pointer-only (licence)
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Grid R-CNN 29 Nov 2018 · 2 repositories · arXiv:1811.12030Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness 29 Nov 2018 · 7 repositories · arXiv:1811.12231Syntology 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) · 3 unverified (of 6 harvested samples)
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Metropolis-Hastings Generative Adversarial Networks 28 Nov 2018 · 4 repositories · arXiv:1811.11357Syntology official (archive's flag): 2 ran · 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 2 honoured, 1 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 10 harvested samples) · 3 pointer-only (licence)
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Deformable ConvNets v2: More Deformable, Better Results 27 Nov 2018 · 26 repositories · arXiv:1811.11168Syntology 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 4 pointer-only (licence)
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ResNets Ensemble via the Feynman-Kac Formalism to Improve Natural and Robust Accuracies 26 Nov 2018 · 5 repositories · arXiv:1811.10745Syntology 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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Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks 21 Nov 2018 · 1 repository · arXiv:1811.08674Syntology 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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GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism 16 Nov 2018 · 13 repositories · arXiv:1811.06965Syntology 20 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 0 honoured, 0 violated, 19 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 25 harvested samples) · 16 pointer-only (licence)
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Sorting out Lipschitz function approximation 13 Nov 2018 · 1 repository · arXiv:1811.05381Syntology 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network 12 Nov 2018 · 11 repositories · arXiv:1811.04533Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition 2 Nov 2018 · 8 repositories · arXiv:1811.00751Syntology 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) · 1 unverified (of 8 harvested samples)
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Efficient Neural Network Robustness Certification with General Activation Functions 2 Nov 2018 · 16 repositories · arXiv:1811.00866Syntology community repositories only · 33 ran (of which 0 constructed an object rather than computing a result; 31 with no instrument failure: 2 honoured, 0 violated, 29 with no contract checked; 2 where Syntology's instrument failed) · 10 unverified (of 43 harvested samples) · 3 pointer-only (licence)
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Invertible Residual Networks 2 Nov 2018 · 5 repositories · arXiv:1811.00995Syntology 9 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; 7 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 3 pointer-only (licence)
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Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training 18 Oct 2018 · 1 repository · arXiv:1810.07911Syntology 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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Deep Learning Methods for Reynolds-Averaged Navier-Stokes Simulations of Airfoil Flows 18 Oct 2018 · 2 repositories · arXiv:1810.08217Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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On the Approximation Properties of Random ReLU Features 10 Oct 2018 · 1 repository · arXiv:1810.04374Syntology official (archive's flag): 9 ran · 9 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; 1 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples)
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Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space 10 Oct 2018 · 5 repositories · arXiv:1810.06394Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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Improving the Transformer Translation Model with Document-Level Context 8 Oct 2018 · 3 repositories · arXiv:1810.03581Syntology 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) · 11 unverified (of 12 harvested samples)
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Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks 1 Oct 2018 · 9 repositories · arXiv:1810.00825Syntology official (archive's flag): 3 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 3 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 4 pointer-only (licence)
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Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network 1 Oct 2018 · 1 repository · arXiv:1810.01279Syntology 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) · 3 unverified (of 4 harvested samples)
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Large Scale GAN Training for High Fidelity Natural Image Synthesis 28 Sep 2018 · 35 repositories · arXiv:1809.11096Syntology 28 ran (of which 0 constructed an object rather than computing a result; 20 with no instrument failure: 1 honoured, 2 violated, 17 with no contract checked; 8 where Syntology's instrument failed) · 13 unverified (of 41 harvested samples) · 14 pointer-only (licence)
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nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation 27 Sep 2018 · 9 repositories · arXiv:1809.10486Syntology community repositories only · 10 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; 1 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples)
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Bounding Box Regression with Uncertainty for Accurate Object Detection 23 Sep 2018 · 4 repositories · arXiv:1809.08545Syntology 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) · 2 unverified (of 4 harvested samples)
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Devil in the Details: Towards Accurate Single and Multiple Human Parsing 17 Sep 2018 · 2 repositories · arXiv:1809.05996Syntology 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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Music Transformer 12 Sep 2018 · 12 repositories · arXiv:1809.04281Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 2 pointer-only (licence)
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Dual Attention Network for Scene Segmentation 9 Sep 2018 · 12 repositories · arXiv:1809.02983Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 5 pointer-only (licence)
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Data Augmentation for Skin Lesion Analysis 5 Sep 2018 · 1 repository · arXiv:1809.01442Syntology 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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ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks 1 Sep 2018 · 46 repositories · arXiv:1809.00219Syntology official (archive's flag): 1 ran · 33 ran (of which 0 constructed an object rather than computing a result; 29 with no instrument failure: 0 honoured, 0 violated, 29 with no contract checked; 4 where Syntology's instrument failed) · 11 unverified (of 44 harvested samples) · 7 pointer-only (licence)
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Wide Activation for Efficient and Accurate Image Super-Resolution 27 Aug 2018 · 12 repositories · arXiv:1808.08718Syntology community repositories only · 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) · 8 unverified (of 17 harvested samples) · 2 pointer-only (licence)
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Semi-Autoregressive Neural Machine Translation 26 Aug 2018 · 1 repository · arXiv:1808.08583Syntology 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) · 3 unverified (of 4 harvested samples)
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Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks 23 Aug 2018 · 5 repositories · arXiv:1808.08127Syntology 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)