| Unsupervised Learning using Pretrained CNN and Associative Memory Bank |
0 |
2 |
2 May 2018 |
not harvested |
| Dist-GAN: An Improved GAN using Distance Constraints |
1 |
1 |
23 Mar 2018 |
not harvested |
| Averaging Weights Leads to Wider Optima and Better Generalization |
17 |
2 |
14 Mar 2018 |
official (archive's flag): 2 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 1 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (4 pointer-only for licence) |
| Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet |
1 |
1 |
17 Feb 2018 |
not harvested |
| Spectral Normalization for Generative Adversarial Networks |
38 |
1 |
16 Feb 2018 |
official: no sample here; runs from other or unrecorded repositories · 25 ran (of which 9 constructed an object rather than computing a result; 21 with no instrument failure: 0 honoured, 1 violated, 20 with no contract checked; 4 where Syntology's instrument failed) · 6 unverified (15 pointer-only for licence) |
| cGANs with Projection Discriminator |
12 |
1 |
15 Feb 2018 |
official (archive's flag): 2 ran · 9 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 2 violated, 1 with no contract checked; 5 where Syntology's instrument failed) · 0 unverified (6 pointer-only for licence) |
| Image Transformer |
0 |
1 |
15 Feb 2018 |
not harvested |
| First Order Generative Adversarial Networks |
1 |
1 |
13 Feb 2018 |
not harvested |
| Efficient Neural Architecture Search via Parameter Sharing |
28 |
1 |
9 Feb 2018 |
18 ran (of which 10 constructed an object rather than computing a result; 12 with no instrument failure: 1 honoured, 0 violated, 11 with no contract checked; 6 where Syntology's instrument failed) · 20 unverified (25 pointer-only for licence) |
| Regularized Evolution for Image Classifier Architecture Search |
5 |
1 |
5 Feb 2018 |
not harvested |
| MobileNetV2: Inverted Residuals and Linear Bottlenecks |
159 |
1 |
13 Jan 2018 |
85 ran (of which 40 constructed an object rather than computing a result; 65 with no instrument failure: 8 honoured, 0 violated, 57 with no contract checked; 20 where Syntology's instrument failed) · 26 unverified (64 pointer-only for licence) |
| Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection |
2 |
5 |
1 Jan 2018 |
not harvested |
| Residual Gated Graph ConvNets |
1 |
1 |
20 Nov 2017 |
not harvested |
| Graph Attention Networks |
93 |
1 |
30 Oct 2017 |
community repositories only · 61 ran (of which 28 constructed an object rather than computing a result; 52 with no instrument failure: 1 honoured, 2 violated, 49 with no contract checked; 9 where Syntology's instrument failed) · 45 unverified (46 pointer-only for licence) |
| Dynamic Routing Between Capsules |
77 |
1 |
26 Oct 2017 |
official (archive's flag): 1 ran · 75 ran (of which 0 constructed an object rather than computing a result; 58 with no instrument failure: 0 honoured, 0 violated, 58 with no contract checked; 17 where Syntology's instrument failed) · 43 unverified (13 pointer-only for licence) |
| mixup: Beyond Empirical Risk Minimization |
71 |
2 |
25 Oct 2017 |
community repositories only · 36 ran (of which 5 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 20 where Syntology's instrument failed) · 11 unverified (15 pointer-only for licence) |
| Deep Convolutional Neural Networks as Generic Feature Extractors |
0 |
1 |
6 Oct 2017 |
not harvested |
| Deep Adaptive Image Clustering |
1 |
1 |
1 Oct 2017 |
not harvested |
| Deep Competitive Pathway Networks |
1 |
1 |
29 Sep 2017 |
not harvested |
| Class-Splitting Generative Adversarial Networks |
1 |
1 |
21 Sep 2017 |
not harvested |
| Squeeze-and-Excitation Networks |
85 |
1 |
5 Sep 2017 |
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) · 7 unverified (6 pointer-only for licence) |
| Active Learning for Convolutional Neural Networks: A Core-Set Approach |
11 |
1 |
1 Aug 2017 |
community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (4 pointer-only for licence) |
| Efficient Architecture Search by Network Transformation |
3 |
1 |
16 Jul 2017 |
not harvested |
| GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium |
71 |
1 |
26 Jun 2017 |
official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence) |
| Towards Deep Learning Models Resistant to Adversarial Attacks |
59 |
1 |
19 Jun 2017 |
community repositories only · 9 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; 7 where Syntology's instrument failed) · 8 unverified (13 pointer-only for licence) |
| Inductive Representation Learning on Large Graphs |
20 |
1 |
7 Jun 2017 |
community repositories only · 3 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; 0 where Syntology's instrument failed) · 2 unverified (5 pointer-only for licence) |
| Deep Complex Networks |
9 |
1 |
27 May 2017 |
community repositories only · 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 (3 pointer-only for licence) |
| Good Semi-supervised Learning that Requires a Bad GAN |
1 |
1 |
27 May 2017 |
not harvested |
| Masked Autoregressive Flow for Density Estimation |
21 |
2 |
19 May 2017 |
community repositories only · 22 ran (of which 14 constructed an object rather than computing a result; 22 with no instrument failure: 2 honoured, 0 violated, 20 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (9 pointer-only for licence) |
| Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning |
14 |
4 |
13 Apr 2017 |
community repositories only · 11 ran (of which 2 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 2 violated, 3 with no contract checked; 6 where Syntology's instrument failed) · 2 unverified (11 pointer-only for licence) |
| Improved Training of Wasserstein GANs |
110 |
2 |
31 Mar 2017 |
community repositories only · 27 ran (of which 10 constructed an object rather than computing a result; 19 with no instrument failure: 1 honoured, 0 violated, 18 with no contract checked; 8 where Syntology's instrument failed) · 22 unverified (20 pointer-only for licence) |
| Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results |
8 |
2 |
6 Mar 2017 |
official: no sample here; runs from other or unrecorded repositories · 6 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; 4 where Syntology's instrument failed) · 0 unverified (6 pointer-only for licence) |
| LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation |
1 |
1 |
5 Mar 2017 |
not harvested |
| Large-Scale Evolution of Image Classifiers |
2 |
2 |
3 Mar 2017 |
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 |
| Calibrating Energy-based Generative Adversarial Networks |
1 |
1 |
6 Feb 2017 |
not harvested |
| Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities |
1 |
1 |
23 Jan 2017 |
not harvested |
| PixelCNN++: Improving the PixelCNN with Discretized Logistic Mixture Likelihood and Other Modifications |
8 |
1 |
19 Jan 2017 |
community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence) |
| Oriented Response Networks |
1 |
1 |
7 Jan 2017 |
not harvested |
| Stacked Generative Adversarial Networks |
2 |
1 |
13 Dec 2016 |
not harvested |
| Geometric deep learning on graphs and manifolds using mixture model CNNs |
4 |
1 |
25 Nov 2016 |
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) · 3 unverified (1 pointer-only for licence) |
| Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning |
1 |
1 |
6 Nov 2016 |
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 |
| Neural Architecture Search with Reinforcement Learning |
12 |
2 |
5 Nov 2016 |
community repositories only · 5 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; 2 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence) |
| Learning Identity Mappings with Residual Gates |
0 |
1 |
4 Nov 2016 |
not harvested |
| Conditional Image Synthesis With Auxiliary Classifier GANs |
37 |
1 |
30 Oct 2016 |
5 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; 3 where Syntology's instrument failed) · 0 unverified (5 pointer-only for licence) |
| Deep Pyramidal Residual Networks |
7 |
1 |
10 Oct 2016 |
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 (1 pointer-only for licence) |
| A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks |
14 |
1 |
7 Oct 2016 |
official (archive's flag): 12 ran · 19 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 4 honoured, 0 violated, 12 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (6 pointer-only for licence) |
| Temporal Ensembling for Semi-Supervised Learning |
7 |
2 |
7 Oct 2016 |
community repositories only · 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) · 4 unverified (2 pointer-only for licence) |
| Densely Connected Convolutional Networks |
146 |
1 |
25 Aug 2016 |
community repositories only · 48 ran (of which 0 constructed an object rather than computing a result; 32 with no instrument failure: 1 honoured, 0 violated, 31 with no contract checked; 16 where Syntology's instrument failed) · 23 unverified (8 pointer-only for licence) |
| Lets keep it simple, Using simple architectures to outperform deeper and more complex architectures |
9 |
1 |
22 Aug 2016 |
community repositories only · 11 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; 3 where Syntology's instrument failed) · 0 unverified |
| Conditional Image Generation with PixelCNN Decoders |
14 |
1 |
16 Jun 2016 |
8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 2 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 6 unverified (3 pointer-only for licence) |
| Improved Techniques for Training GANs |
46 |
2 |
10 Jun 2016 |
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) · 1 unverified |
| Deep Supervised Hashing for Fast Image Retrieval |
1 |
1 |
1 Jun 2016 |
not harvested |
| Deep Residual Networks with Exponential Linear Unit |
1 |
1 |
14 Apr 2016 |
not harvested |
| Joint Unsupervised Learning of Deep Representations and Image Clusters |
3 |
1 |
13 Apr 2016 |
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 |
| Deep Networks with Stochastic Depth |
15 |
1 |
30 Mar 2016 |
community repositories only · 8 ran (of which 5 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| Identity Mappings in Deep Residual Networks |
54 |
1 |
16 Mar 2016 |
community repositories only · 14 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 1 honoured, 0 violated, 11 with no contract checked; 2 where Syntology's instrument failed) · 11 unverified (2 pointer-only for licence) |
| Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) |
16 |
1 |
23 Nov 2015 |
5 ran (of which 1 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) · 2 unverified (2 pointer-only for licence) |
| All you need is a good init |
11 |
1 |
19 Nov 2015 |
official: harvested, nothing ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 9 unverified (2 pointer-only for licence) |
| Unsupervised Deep Embedding for Clustering Analysis |
23 |
1 |
19 Nov 2015 |
official (archive's flag): 3 ran · 13 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 1 honoured, 0 violated, 11 with no contract checked; 1 where Syntology's instrument failed) · 12 unverified (3 pointer-only for licence) |
| Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks |
258 |
4 |
19 Nov 2015 |
128 ran (of which 61 constructed an object rather than computing a result; 111 with no instrument failure: 3 honoured, 0 violated, 108 with no contract checked; 17 where Syntology's instrument failed) · 91 unverified (111 pointer-only for licence) |
| Competitive Multi-scale Convolution |
0 |
1 |
18 Nov 2015 |
not harvested |
| Universum Prescription: Regularization using Unlabeled Data |
0 |
1 |
11 Nov 2015 |
not harvested |
| Batch-normalized Maxout Network in Network |
1 |
1 |
9 Nov 2015 |
3 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; 2 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence) |
| BinaryConnect: Training Deep Neural Networks with binary weights during propagations |
5 |
1 |
2 Nov 2015 |
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 (3 pointer-only for licence) |
| How Important is Weight Symmetry in Backpropagation? |
2 |
1 |
17 Oct 2015 |
not harvested |
| Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree |
2 |
1 |
30 Sep 2015 |
7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (1 pointer-only for licence) |
| On the Importance of Normalisation Layers in Deep Learning with Piecewise Linear Activation Units |
0 |
1 |
3 Aug 2015 |
not harvested |
| Training Very Deep Networks |
3 |
1 |
22 Jul 2015 |
not harvested |
| Semi-Supervised Learning with Ladder Networks |
10 |
1 |
9 Jul 2015 |
official: harvested, nothing ran · 0 ran · 1 unverified |
| Spectral Representations for Convolutional Neural Networks |
0 |
1 |
11 Jun 2015 |
not harvested |
| Stacked What-Where Auto-encoders |
2 |
1 |
8 Jun 2015 |
not harvested |
| APAC: Augmented PAttern Classification with Neural Networks |
0 |
1 |
13 May 2015 |
not harvested |
| Empirical Evaluation of Rectified Activations in Convolutional Network |
2 |
1 |
5 May 2015 |
not harvested |
| ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks |
4 |
1 |
3 May 2015 |
not harvested |
| Enhanced Image Classification With a Fast-Learning Shallow Convolutional Neural Network |
0 |
1 |
16 Mar 2015 |
not harvested |
| Scalable Bayesian Optimization Using Deep Neural Networks |
4 |
1 |
19 Feb 2015 |
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 |
| Learning Activation Functions to Improve Deep Neural Networks |
3 |
1 |
21 Dec 2014 |
not harvested |
| Striving for Simplicity: The All Convolutional Net |
37 |
1 |
21 Dec 2014 |
6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified |
| An Analysis of Unsupervised Pre-training in Light of Recent Advances |
2 |
1 |
20 Dec 2014 |
not harvested |
| Fractional Max-Pooling |
5 |
1 |
18 Dec 2014 |
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 |
| Discriminative Unsupervised Feature Learning with Convolutional Neural Networks |
1 |
1 |
1 Dec 2014 |
not harvested |
| Spatially-sparse convolutional neural networks |
3 |
1 |
22 Sep 2014 |
0 ran · 2 unverified |
| Deeply-Supervised Nets |
1 |
1 |
18 Sep 2014 |
20 ran (of which 0 constructed an object rather than computing a result; 20 with no instrument failure: 0 honoured, 0 violated, 20 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified |
| Deep Networks with Internal Selective Attention through Feedback Connections |
0 |
1 |
11 Jul 2014 |
not harvested |
| Convolutional Kernel Networks |
0 |
1 |
12 Jun 2014 |
not harvested |
| PCANet: A Simple Deep Learning Baseline for Image Classification? |
2 |
1 |
14 Apr 2014 |
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 |
| Auto-Encoding Variational Bayes |
144 |
1 |
20 Dec 2013 |
140 ran (of which 52 constructed an object rather than computing a result; 120 with no instrument failure: 4 honoured, 2 violated, 114 with no contract checked; 20 where Syntology's instrument failed) · 59 unverified (103 pointer-only for licence) |
| Improving Deep Neural Networks with Probabilistic Maxout Units |
0 |
1 |
20 Dec 2013 |
not harvested |
| Network In Network |
17 |
1 |
16 Dec 2013 |
community repositories only · 5 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; 0 where Syntology's instrument failed) · 2 unverified (1 pointer-only for licence) |
| Maxout Networks |
7 |
1 |
18 Feb 2013 |
0 ran · 3 unverified |
| Stochastic Pooling for Regularization of Deep Convolutional Neural Networks |
1 |
1 |
16 Jan 2013 |
not harvested |
| ImageNet Classification with Deep Convolutional Neural Networks |
23 |
1 |
1 Dec 2012 |
not harvested |
| Learning with Recursive Perceptual Representations |
0 |
1 |
1 Dec 2012 |
not harvested |
| Improving neural networks by preventing co-adaptation of feature detectors |
11 |
1 |
3 Jul 2012 |
not harvested |
| Practical Bayesian Optimization of Machine Learning Algorithms |
4 |
1 |
13 Jun 2012 |
not harvested |
| Multi-column Deep Neural Networks for Image Classification |
1 |
1 |
13 Feb 2012 |
not harvested |
| Isolation forest |
0 |
5 |
15 Dec 2008 |
not harvested |