| How to train your neural ODE: the world of Jacobian and kinetic regularization |
2 |
2 |
7 Feb 2020 |
12 ran (of which 1 constructed an object rather than computing a result; 10 with no instrument failure: 1 honoured, 0 violated, 9 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified |
| No Routing Needed Between Capsules |
1 |
1 |
24 Jan 2020 |
not harvested |
| Stochastic Optimization of Plain Convolutional Neural Networks with Simple methods |
1 |
1 |
24 Jan 2020 |
not harvested |
| Recurrent Highway Networks with Grouped Auxiliary Memory |
4 |
1 |
13 Dec 2019 |
not harvested |
| General E(2)-Equivariant Steerable CNNs |
1 |
1 |
1 Dec 2019 |
not harvested |
| Legendre Memory Units: Continuous-Time Representation in Recurrent Neural Networks |
2 |
1 |
1 Dec 2019 |
not harvested |
| Light-weight Calibrator: a Separable Component for Unsupervised Domain Adaptation |
1 |
2 |
28 Nov 2019 |
not harvested |
| The Weighted Tsetlin Machine: Compressed Representations with Weighted Clauses |
2 |
1 |
28 Nov 2019 |
not harvested |
| Gating Revisited: Deep Multi-layer RNNs That Can Be Trained |
3 |
1 |
25 Nov 2019 |
not harvested |
| Structural Analysis of Sparse Neural Networks |
0 |
1 |
16 Oct 2019 |
not harvested |
| Deep Independently Recurrent Neural Network (IndRNN) |
1 |
1 |
11 Oct 2019 |
not harvested |
| Prescribed Generative Adversarial Networks |
2 |
1 |
9 Oct 2019 |
not harvested |
| Adversarial Deep Embedded Clustering: on a better trade-off between Feature Randomness and Feature Drift |
0 |
1 |
26 Sep 2019 |
not harvested |
| Cycle-consistent Conditional Adversarial Transfer Networks |
1 |
3 |
17 Sep 2019 |
not harvested |
| N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding |
5 |
2 |
16 Aug 2019 |
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) · 2 unverified (2 pointer-only for licence) |
| PCGAN-CHAR: Progressively Trained Classifier Generative Adversarial Networks for Classification of Noisy Handwritten Bangla Characters |
0 |
3 |
11 Aug 2019 |
not harvested |
| NeuPDE: Neural Network Based Ordinary and Partial Differential Equations for Modeling Time-Dependent Data |
0 |
1 |
8 Aug 2019 |
not harvested |
| MintNet: Building Invertible Neural Networks with Masked Convolutions |
1 |
1 |
18 Jul 2019 |
not harvested |
| R-Transformer: Recurrent Neural Network Enhanced Transformer |
2 |
1 |
12 Jul 2019 |
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 (2 pointer-only for licence) |
| Sparse Networks from Scratch: Faster Training without Losing Performance |
2 |
1 |
10 Jul 2019 |
official: harvested for another paper · 0 ran · 1 unverified |
| Residual Flows for Invertible Generative Modeling |
4 |
1 |
6 Jun 2019 |
community repositories only · 8 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified |
| Balanced Self-Paced Learning for Generative Adversarial Clustering Network |
0 |
1 |
1 Jun 2019 |
not harvested |
| d-SNE: Domain Adaptation Using Stochastic Neighborhood Embedding |
1 |
1 |
1 Jun 2019 |
not harvested |
| Improved Training Speed, Accuracy, and Data Utilization Through Loss Function Optimization |
2 |
1 |
27 May 2019 |
not harvested |
| Learning Smooth Representation for Unsupervised Domain Adaptation |
1 |
3 |
26 May 2019 |
not harvested |
| Generative Latent Flow |
1 |
1 |
24 May 2019 |
5 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; 4 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence) |
| The Convolutional Tsetlin Machine |
9 |
1 |
23 May 2019 |
official: not harvested · 0 ran · 1 unverified |
| Graph Convolutional Gaussian Processes |
0 |
1 |
14 May 2019 |
not harvested |
| Analysing Neural Network Topologies: a Game Theoretic Approach |
0 |
1 |
17 Apr 2019 |
not harvested |
| TextCaps : Handwritten Character Recognition with Very Small Datasets |
3 |
1 |
17 Apr 2019 |
not harvested |
| Augmented Neural ODEs |
6 |
2 |
2 Apr 2019 |
official (archive's flag): 6 ran · 8 ran (of which 2 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| Robust Subspace Recovery Layer for Unsupervised Anomaly Detection |
2 |
5 |
30 Mar 2019 |
not harvested |
| Cluster Alignment with a Teacher for Unsupervised Domain Adaptation |
1 |
3 |
24 Mar 2019 |
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 |
| PuVAE: A Variational Autoencoder to Purify Adversarial Examples |
0 |
1 |
2 Mar 2019 |
not harvested |
| Concrete Autoencoders for Differentiable Feature Selection and Reconstruction |
2 |
1 |
27 Jan 2019 |
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 |
| Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction |
1 |
2 |
23 Jan 2019 |
not harvested |
| Training Neural Networks with Local Error Signals |
2 |
1 |
20 Jan 2019 |
not harvested |
| Learning to Remember More with Less Memorization |
1 |
1 |
5 Jan 2019 |
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 |
| Deep Density-based Image Clustering |
1 |
3 |
11 Dec 2018 |
not harvested |
| Invertible Residual Networks |
5 |
1 |
2 Nov 2018 |
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 (3 pointer-only for licence) |
| Deep clustering: On the link between discriminative models and K-means |
1 |
2 |
9 Oct 2018 |
not harvested |
| FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models |
7 |
1 |
2 Oct 2018 |
4 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified |
| Invariant Information Clustering for Unsupervised Image Classification and Segmentation |
6 |
1 |
17 Jul 2018 |
official (archive's flag): 2 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) · 7 unverified |
| Pixel-level Reconstruction and Classification for Noisy Handwritten Bangla Characters |
0 |
3 |
21 Jun 2018 |
not harvested |
| Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models |
5 |
1 |
17 May 2018 |
official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (4 pointer-only for licence) |
| RMDL: Random Multimodel Deep Learning for Classification |
1 |
1 |
3 May 2018 |
not harvested |
| The Tsetlin Machine - A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic |
16 |
1 |
4 Apr 2018 |
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 |
| DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation |
4 |
3 |
27 Mar 2018 |
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 |
| Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN |
11 |
1 |
13 Mar 2018 |
community repositories only · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence) |
| Inferencing Based on Unsupervised Learning of Disentangled Representations |
2 |
1 |
7 Mar 2018 |
not harvested |
| An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling |
35 |
1 |
4 Mar 2018 |
community repositories only · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 1 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence) |
| Learning Latent Representations in Neural Networks for Clustering through Pseudo Supervision and Graph-based Activity Regularization |
0 |
1 |
8 Feb 2018 |
not harvested |
| Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection |
2 |
5 |
1 Jan 2018 |
not harvested |
| Maximum Classifier Discrepancy for Unsupervised Domain Adaptation |
9 |
2 |
7 Dec 2017 |
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 (1 pointer-only for licence) |
| SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels |
5 |
1 |
24 Nov 2017 |
not harvested |
| Learning Steerable Filters for Rotation Equivariant CNNs |
0 |
1 |
20 Nov 2017 |
not harvested |
| CyCADA: Cycle-Consistent Adversarial Domain Adaptation |
3 |
1 |
8 Nov 2017 |
official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified |
| 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) |
| Deep Convolutional Neural Networks as Generic Feature Extractors |
0 |
1 |
6 Oct 2017 |
not harvested |
| Dilated Recurrent Neural Networks |
2 |
1 |
5 Oct 2017 |
community repositories only · 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 |
| ProjectionNet: Learning Efficient On-Device Deep Networks Using Neural Projections |
0 |
1 |
2 Aug 2017 |
not harvested |
| Self-ensembling for visual domain adaptation |
3 |
2 |
16 Jun 2017 |
not harvested |
| PixelGAN Autoencoders |
1 |
1 |
2 Jun 2017 |
not harvested |
| Conditional Adversarial Domain Adaptation |
5 |
1 |
26 May 2017 |
official: harvested for another paper · 0 ran · 3 unverified |
| Training Deep Networks without Learning Rates Through Coin Betting |
6 |
1 |
22 May 2017 |
not harvested |
| Masked Autoregressive Flow for Density Estimation |
21 |
1 |
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) |
| Convolutional Sequence to Sequence Learning |
37 |
1 |
8 May 2017 |
not harvested |
| Discriminatively Boosted Image Clustering with Fully Convolutional Auto-Encoders |
2 |
1 |
23 Mar 2017 |
not harvested |
| Adversarial Discriminative Domain Adaptation |
20 |
2 |
17 Feb 2017 |
14 ran (of which 5 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 7 where Syntology's instrument failed) · 34 unverified (12 pointer-only for licence) |
| 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) |
| Unsupervised Cross-Domain Image Generation |
6 |
1 |
7 Nov 2016 |
12 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (2 pointer-only for licence) |
| Full-Capacity Unitary Recurrent Neural Networks |
2 |
1 |
31 Oct 2016 |
not harvested |
| Domain Separation Networks |
6 |
1 |
22 Aug 2016 |
community repositories only · 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) · 4 unverified (6 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 |
| InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets |
38 |
1 |
12 Jun 2016 |
5 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; 4 where Syntology's instrument failed) · 1 unverified |
| Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering |
1 |
1 |
9 May 2016 |
not harvested |
| Joint Unsupervised Learning of Deep Representations and Image Clusters |
3 |
2 |
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 |
| Recurrent Batch Normalization |
3 |
1 |
30 Mar 2016 |
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 |
| Sparse Activity and Sparse Connectivity in Supervised Learning |
0 |
1 |
28 Mar 2016 |
not harvested |
| Learning Structured Output Representation using Deep Conditional Generative Models |
1 |
1 |
1 Dec 2015 |
not harvested |
| Unitary Evolution Recurrent Neural Networks |
2 |
1 |
20 Nov 2015 |
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 (1 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) |
| Convolutional Clustering for Unsupervised Learning |
0 |
1 |
19 Nov 2015 |
not harvested |
| Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks |
5 |
1 |
19 Nov 2015 |
not harvested |
| Adversarial Autoencoders |
29 |
1 |
18 Nov 2015 |
9 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 3 honoured, 1 violated, 1 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (9 pointer-only for licence) |
| Competitive Multi-scale Convolution |
0 |
1 |
18 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) |
| Tensorizing Neural Networks |
4 |
1 |
22 Sep 2015 |
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) |
| 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 |
| Siamese neural networks for one-shot image recognition |
10 |
1 |
10 Jul 2015 |
not harvested |
| Stacked What-Where Auto-encoders |
2 |
1 |
8 Jun 2015 |
not harvested |
| Domain-Adversarial Training of Neural Networks |
37 |
1 |
28 May 2015 |
35 ran (of which 11 constructed an object rather than computing a result; 18 with no instrument failure: 1 honoured, 0 violated, 17 with no contract checked; 17 where Syntology's instrument failed) · 17 unverified (22 pointer-only for licence) |
| APAC: Augmented PAttern Classification with Neural Networks |
0 |
1 |
13 May 2015 |
not harvested |
| ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks |
4 |
1 |
3 May 2015 |
not harvested |
| A Simple Way to Initialize Recurrent Networks of Rectified Linear Units |
6 |
1 |
3 Apr 2015 |
not harvested |
| Enhanced Image Classification With a Fast-Learning Shallow Convolutional Neural Network |
0 |
1 |
16 Mar 2015 |
not harvested |