| Information Maximization Clustering via Multi-View Self-Labelling |
1 |
2 |
12 Mar 2021 |
not harvested |
| MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks |
1 |
1 |
10 Mar 2021 |
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 (1 pointer-only for licence) |
| UnICORNN: A recurrent model for learning very long time dependencies |
1 |
1 |
9 Mar 2021 |
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 (1 pointer-only for licence) |
| Personalized Federated Learning using Hypernetworks |
2 |
2 |
8 Mar 2021 |
not harvested |
| Transformer in Transformer |
12 |
1 |
27 Feb 2021 |
official (archive's flag): 4 ran · 16 ran (of which 12 constructed an object rather than computing a result; 15 with no instrument failure: 1 honoured, 1 violated, 13 with no contract checked; 1 where Syntology's instrument failed) · 8 unverified (5 pointer-only for licence) |
| ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks |
2 |
1 |
23 Feb 2021 |
not harvested |
| GradInit: Learning to Initialize Neural Networks for Stable and Efficient Training |
2 |
1 |
16 Feb 2021 |
official (archive's flag): 6 ran · 7 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; 3 where Syntology's instrument failed) · 6 unverified (12 pointer-only for licence) |
| Momentum Residual Neural Networks |
1 |
1 |
15 Feb 2021 |
not harvested |
| CATE: Computation-aware Neural Architecture Encoding with Transformers |
1 |
2 |
14 Feb 2021 |
official (archive's flag): 9 ran · 9 ran (of which 7 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) · 1 unverified |
| Negative Data Augmentation |
2 |
1 |
9 Feb 2021 |
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 (1 pointer-only for licence) |
| Open-World Semi-Supervised Learning |
1 |
1 |
6 Feb 2021 |
not harvested |
| Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition |
2 |
1 |
1 Feb 2021 |
official: no sample here; runs from other or unrecorded repositories · 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) |
| ResLT: Residual Learning for Long-tailed Recognition |
5 |
1 |
26 Jan 2021 |
official (archive's flag): 4 ran · 5 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; 4 where Syntology's instrument failed) · 4 unverified (1 pointer-only for licence) |
| Deep One-Class Classification via Interpolated Gaussian Descriptor |
2 |
3 |
25 Jan 2021 |
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 (1 pointer-only for licence) |
| DuelGAN: A Duel Between Two Discriminators Stabilizes the GAN Training |
0 |
1 |
19 Jan 2021 |
not harvested |
| SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning |
0 |
3 |
16 Jan 2021 |
not harvested |
| In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning |
2 |
3 |
15 Jan 2021 |
official: harvested, nothing ran · 0 ran · 5 unverified (3 pointer-only for licence) |
| AutoDropout: Learning Dropout Patterns to Regularize Deep Networks |
1 |
3 |
5 Jan 2021 |
not harvested |
| Deep unsupervised anomaly detection |
0 |
5 |
5 Jan 2021 |
not harvested |
| Exploring Balanced Feature Spaces for Representation Learning |
0 |
1 |
1 Jan 2021 |
not harvested |
| Training data-efficient image transformers & distillation through attention |
40 |
1 |
23 Dec 2020 |
community repositories only · 12 ran (of which 1 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 3 where Syntology's instrument failed) · 7 unverified (3 pointer-only for licence) |
| Improving Unsupervised Image Clustering With Robust Learning |
1 |
2 |
21 Dec 2020 |
not harvested |
| Semi-supervised novelty detection using ensembles with regularized disagreement |
1 |
1 |
10 Dec 2020 |
not harvested |
| Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework |
0 |
1 |
9 Dec 2020 |
not harvested |
| ESAD: End-to-end Deep Semi-supervised Anomaly Detection |
0 |
1 |
9 Dec 2020 |
not harvested |
| Adaptive Weighted Discriminator for Training Generative Adversarial Networks |
3 |
2 |
5 Dec 2020 |
not harvested |
| Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification |
2 |
1 |
4 Dec 2020 |
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 (3 pointer-only for licence) |
| Boosting the Performance of Semi-Supervised Learning with Unsupervised Clustering |
1 |
4 |
1 Dec 2020 |
not harvested |
| Disentangling Label Distribution for Long-tailed Visual Recognition |
2 |
1 |
1 Dec 2020 |
not harvested |
| Feature Space Singularity for Out-of-Distribution Detection |
1 |
1 |
30 Nov 2020 |
not harvested |
| Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training |
2 |
4 |
30 Nov 2020 |
not harvested |
| Context-aware deep model compression for edge cloud computing |
0 |
1 |
29 Nov 2020 |
not harvested |
| Score-Based Generative Modeling through Stochastic Differential Equations |
15 |
1 |
26 Nov 2020 |
official (archive's flag): 3 ran · 15 ran (of which 4 constructed an object rather than computing a result; 8 with no instrument failure: 2 honoured, 0 violated, 6 with no contract checked; 7 where Syntology's instrument failed) · 8 unverified (4 pointer-only for licence) |
| CoMatch: Semi-supervised Learning with Contrastive Graph Regularization |
3 |
3 |
23 Nov 2020 |
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 |
| Learning Class Unique Features in Fine-Grained Visual Classification |
0 |
1 |
22 Nov 2020 |
not harvested |
| SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations |
3 |
1 |
21 Nov 2020 |
not harvested |
| Dual Contradistinctive Generative Autoencoder |
0 |
1 |
19 Nov 2020 |
not harvested |
| Mixing ADAM and SGD: a Combined Optimization Method |
1 |
2 |
16 Nov 2020 |
not harvested |
| Learning and Evaluating Representations for Deep One-class Classification |
1 |
1 |
4 Nov 2020 |
not harvested |
| An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale |
158 |
2 |
22 Oct 2020 |
official: harvested, nothing ran · 307 ran (of which 165 constructed an object rather than computing a result; 286 with no instrument failure: 8 honoured, 2 violated, 276 with no contract checked; 21 where Syntology's instrument failed) · 112 unverified (154 pointer-only for licence) |
| LT-GAN: Self-Supervised GAN with Latent Transformation Detection |
0 |
1 |
19 Oct 2020 |
not harvested |
| LiDAM: Semi-Supervised Learning with Localized Domain Adaptation and Iterative Matching |
0 |
3 |
13 Oct 2020 |
not harvested |
| PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation |
1 |
4 |
12 Oct 2020 |
not harvested |
| Regularizing Neural Networks via Adversarial Model Perturbation |
1 |
2 |
10 Oct 2020 |
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) · 4 unverified |
| Directional Graph Networks |
2 |
1 |
6 Oct 2020 |
community repositories only · 13 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 3 honoured, 1 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (5 pointer-only for licence) |
| A Contrastive Learning Approach for Training Variational Autoencoder Priors |
0 |
1 |
6 Oct 2020 |
not harvested |
| Coupled Oscillatory Recurrent Neural Network (coRNN): An accurate and (gradient) stable architecture for learning long time dependencies |
1 |
1 |
2 Oct 2020 |
official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence) |
| Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect |
2 |
2 |
28 Sep 2020 |
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 (2 pointer-only for licence) |
| Contrastive Clustering |
2 |
1 |
21 Sep 2020 |
official (archive's flag): 5 ran · 7 ran (of which 2 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 (3 pointer-only for licence) |
| MSR-DARTS: Minimum Stable Rank of Differentiable Architecture Search |
0 |
1 |
19 Sep 2020 |
not harvested |
| GAN-based Anomaly Detection in Imbalance Problems |
0 |
1 |
28 Aug 2020 |
not harvested |
| Non-convex Learning via Replica Exchange Stochastic Gradient MCMC |
2 |
5 |
12 Aug 2020 |
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 (1 pointer-only for licence) |
| Deep Robust Clustering by Contrastive Learning |
1 |
1 |
7 Aug 2020 |
not harvested |
| Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification |
1 |
2 |
1 Aug 2020 |
not harvested |
| Rethinking Recurrent Neural Networks and Other Improvements for Image Classification |
1 |
1 |
30 Jul 2020 |
not harvested |
| Neural networks with late-phase weights |
2 |
2 |
25 Jul 2020 |
official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (3 pointer-only for licence) |
| Balanced Meta-Softmax for Long-Tailed Visual Recognition |
1 |
1 |
21 Jul 2020 |
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 (2 pointer-only for licence) |
| PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions |
3 |
4 |
20 Jul 2020 |
official (archive's flag): 1 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) · 5 unverified |
| Self-Supervised Bernoulli Autoencoders for Semi-Supervised Hashing |
1 |
3 |
17 Jul 2020 |
not harvested |
| CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances |
1 |
1 |
16 Jul 2020 |
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 (1 pointer-only for licence) |
| P-KDGAN: Progressive Knowledge Distillation with GANs for One-class Novelty Detection |
0 |
1 |
14 Jul 2020 |
not harvested |
| Lessons Learned from the Training of GANs on Artificial Datasets |
1 |
2 |
13 Jul 2020 |
not harvested |
| NVAE: A Deep Hierarchical Variational Autoencoder |
10 |
1 |
8 Jul 2020 |
official (archive's flag): 9 ran · 26 ran (of which 15 constructed an object rather than computing a result; 21 with no instrument failure: 3 honoured, 0 violated, 18 with no contract checked; 5 where Syntology's instrument failed) · 15 unverified (23 pointer-only for licence) |
| Explainable Deep One-Class Classification |
1 |
1 |
3 Jul 2020 |
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 |
| ContraGAN: Contrastive Learning for Conditional Image Generation |
1 |
1 |
23 Jun 2020 |
official (archive's flag): 2 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 (2 pointer-only for licence) |
| ELF: An Early-Exiting Framework for Long-Tailed Classification |
0 |
1 |
22 Jun 2020 |
not harvested |
| Lipschitz Recurrent Neural Networks |
1 |
1 |
22 Jun 2020 |
official: harvested, nothing ran · 0 ran · 1 unverified (1 pointer-only for licence) |
| Deep Polynomial Neural Networks |
5 |
4 |
20 Jun 2020 |
not harvested |
| Denoising Diffusion Probabilistic Models |
70 |
2 |
19 Jun 2020 |
official (archive's flag): 1 ran · 186 ran (of which 81 constructed an object rather than computing a result; 143 with no instrument failure: 20 honoured, 8 violated, 115 with no contract checked; 43 where Syntology's instrument failed) · 67 unverified (67 pointer-only for licence) |
| Differentiable Augmentation for Data-Efficient GAN Training |
13 |
7 |
18 Jun 2020 |
official (archive's flag): 7 ran · 49 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 2 honoured, 1 violated, 16 with no contract checked; 30 where Syntology's instrument failed) · 9 unverified (15 pointer-only for licence) |
| DrNAS: Dirichlet Neural Architecture Search |
1 |
1 |
18 Jun 2020 |
not harvested |
| Sequential Graph Convolutional Network for Active Learning |
1 |
1 |
18 Jun 2020 |
not harvested |
| Building One-Shot Semi-supervised (BOSS) Learning up to Fully Supervised Performance |
1 |
1 |
16 Jun 2020 |
not harvested |
| Improved Techniques for Training Score-Based Generative Models |
9 |
1 |
16 Jun 2020 |
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) · 1 unverified (3 pointer-only for licence) |
| Rethinking the Value of Labels for Improving Class-Imbalanced Learning |
1 |
2 |
13 Jun 2020 |
official: harvested, nothing ran · 0 ran · 1 unverified |
| Bonsai-Net: One-Shot Neural Architecture Search via Differentiable Pruners |
1 |
1 |
12 Jun 2020 |
official: harvested, nothing ran · 0 ran · 1 unverified (1 pointer-only for licence) |
| Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? |
1 |
2 |
12 Jun 2020 |
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 |
| Improving GAN Training with Probability Ratio Clipping and Sample Reweighting |
1 |
1 |
12 Jun 2020 |
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 |
| Training Generative Adversarial Networks with Limited Data |
28 |
1 |
11 Jun 2020 |
official: no sample here; runs from other or unrecorded repositories · 21 ran (of which 0 constructed an object rather than computing a result; 20 with no instrument failure: 2 honoured, 1 violated, 17 with no contract checked; 1 where Syntology's instrument failed) · 8 unverified (5 pointer-only for licence) |
| SCAN: Learning to Classify Images without Labels |
2 |
3 |
25 May 2020 |
not harvested |
| Optimizing Neural Architecture Search using Limited GPU Time in a Dynamic Search Space: A Gene Expression Programming Approach |
1 |
1 |
15 May 2020 |
not harvested |
| Neural Architecture Transfer |
2 |
12 |
12 May 2020 |
official: harvested, nothing ran · 0 ran · 1 unverified (1 pointer-only for licence) |
| Noisy Differentiable Architecture Search |
1 |
3 |
7 May 2020 |
not harvested |
| Classification-Based Anomaly Detection for General Data |
2 |
1 |
5 May 2020 |
5 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; 0 where Syntology's instrument failed) · 5 unverified (4 pointer-only for licence) |
| DMT: Dynamic Mutual Training for Semi-Supervised Learning |
1 |
1 |
18 Apr 2020 |
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 |
| Principal Neighbourhood Aggregation for Graph Nets |
8 |
1 |
12 Apr 2020 |
community repositories only · 33 ran (of which 4 constructed an object rather than computing a result; 11 with no instrument failure: 4 honoured, 0 violated, 7 with no contract checked; 22 where Syntology's instrument failed) · 22 unverified (48 pointer-only for licence) |
| Discriminator Contrastive Divergence: Semi-Amortized Generative Modeling by Exploring Energy of the Discriminator |
1 |
2 |
5 Apr 2020 |
not harvested |
| Feature Quantization Improves GAN Training |
2 |
1 |
5 Apr 2020 |
official (archive's flag): 1 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) · 1 unverified (1 pointer-only for licence) |
| From Generalized zero-shot learning to long-tail with class descriptors |
1 |
2 |
5 Apr 2020 |
not harvested |
| A Generic Graph-based Neural Architecture Encoding Scheme for Predictor-based NAS |
1 |
1 |
4 Apr 2020 |
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 |
| M2m: Imbalanced Classification via Major-to-minor Translation |
2 |
1 |
1 Apr 2020 |
not harvested |
| Generative Latent Implicit Conditional Optimization when Learning from Small Sample |
1 |
2 |
31 Mar 2020 |
official (archive's flag): 10 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) · 6 unverified |
| MUXConv: Information Multiplexing in Convolutional Neural Networks |
1 |
3 |
31 Mar 2020 |
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) · 2 unverified (5 pointer-only for licence) |
| TResNet: High Performance GPU-Dedicated Architecture |
3 |
1 |
30 Mar 2020 |
not harvested |
| Hybrid Models for Open Set Recognition |
0 |
1 |
27 Mar 2020 |
not harvested |
| Meta Pseudo Labels |
9 |
1 |
23 Mar 2020 |
community repositories only · 12 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; 2 where Syntology's instrument failed) · 2 unverified (3 pointer-only for licence) |
| DHOG: Deep Hierarchical Object Grouping |
0 |
1 |
13 Mar 2020 |
not harvested |
| Equalization Loss for Long-Tailed Object Recognition |
1 |
1 |
11 Mar 2020 |
official (archive's flag): 9 ran · 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) · 3 unverified (12 pointer-only for licence) |
| Π-nets: Deep Polynomial Neural Networks |
2 |
1 |
8 Mar 2020 |
not harvested |
| Generative Low-bitwidth Data Free Quantization |
3 |
1 |
7 Mar 2020 |
not harvested |