| MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition |
1 |
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23 Mar 2021 |
official (archive's flag): 2 ran · 2 ran (of which 1 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 |
| Incorporating Convolution Designs into Visual Transformers |
3 |
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22 Mar 2021 |
official (archive's flag): 5 ran · 9 ran (of which 9 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified; every one of the 9 samples that ran constructed an object rather than computing a result |
| SSD: A Unified Framework for Self-Supervised Outlier Detection |
3 |
1 |
22 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 |
| SPICE: Semantic Pseudo-labeling for Image Clustering |
1 |
1 |
17 Mar 2021 |
not harvested |
| UPANets: Learning from the Universal Pixel Attention Networks |
1 |
1 |
15 Mar 2021 |
not harvested |
| 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 |
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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) |
| Personalized Federated Learning using Hypernetworks |
2 |
2 |
8 Mar 2021 |
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| 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 |
| Understanding Catastrophic Forgetting and Remembering in Continual Learning with Optimal Relevance Mapping |
1 |
1 |
22 Feb 2021 |
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| Essentials for Class Incremental Learning |
1 |
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18 Feb 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: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence) |
| Momentum Residual Neural Networks |
1 |
1 |
15 Feb 2021 |
not harvested |
| 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) |
| Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation |
3 |
1 |
18 Jan 2021 |
not harvested |
| In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning |
2 |
1 |
15 Jan 2021 |
official: harvested, nothing ran · 0 ran · 5 unverified (3 pointer-only for licence) |
| Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks |
1 |
1 |
7 Jan 2021 |
not harvested |
| Learning the Connections in Direct Feedback Alignment |
0 |
3 |
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 |
1 |
21 Dec 2020 |
not harvested |
| Wasserstein Contrastive Representation Distillation |
0 |
3 |
15 Dec 2020 |
not harvested |
| Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework |
0 |
1 |
9 Dec 2020 |
not harvested |
| EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR ENHANCING MULTITASKING CONTINUAL LEARNING |
1 |
2 |
7 Dec 2020 |
not harvested |
| Adaptive Weighted Discriminator for Training Generative Adversarial Networks |
3 |
4 |
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) |
| Disentangling Label Distribution for Long-tailed Visual Recognition |
2 |
2 |
1 Dec 2020 |
not harvested |
| Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training |
2 |
4 |
30 Nov 2020 |
not harvested |
| Grafit: Learning fine-grained image representations with coarse labels |
0 |
2 |
25 Nov 2020 |
not harvested |
| Learnable Boundary Guided Adversarial Training |
3 |
2 |
23 Nov 2020 |
not harvested |
| 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 |
| 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 |
2 |
4 Nov 2020 |
not harvested |
| Posterior Re-calibration for Imbalanced Datasets |
0 |
2 |
22 Oct 2020 |
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 |
| 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 |
5 |
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 |
| Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance |
1 |
2 |
5 Oct 2020 |
official: harvested, nothing ran · 0 ran · 2 unverified (2 pointer-only for licence) |
| Long-tailed Recognition by Routing Diverse Distribution-Aware Experts |
2 |
2 |
5 Oct 2020 |
official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result |
| Sharpness-Aware Minimization for Efficiently Improving Generalization |
18 |
4 |
3 Oct 2020 |
official (archive's flag): 7 ran · 15 ran (of which 6 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (6 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) |
| Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup |
1 |
1 |
15 Sep 2020 |
official: harvested, nothing ran · 0 ran · 1 unverified |
| GAN-based Anomaly Detection in Imbalance Problems |
0 |
1 |
28 Aug 2020 |
not harvested |
| Memory-based Jitter: Improving Visual Recognition on Long-tailed Data with Diversity In Memory |
0 |
1 |
22 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) |
| ResNet50_on_Cifar_100_Without_Transfer_Learning |
6 |
1 |
3 Aug 2020 |
not harvested |
| Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification |
1 |
1 |
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) |
| 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 |
| CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances |
1 |
2 |
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) |
| Self-Knowledge Distillation with Progressive Refinement of Targets |
1 |
1 |
22 Jun 2020 |
official (archive's flag): 5 ran · 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 (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 |
| SCAN: Learning to Classify Images without Labels |
2 |
2 |
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 |
8 |
12 May 2020 |
official: harvested, nothing ran · 0 ran · 1 unverified (1 pointer-only for licence) |
| 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) |
| PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning |
2 |
4 |
28 Apr 2020 |
not harvested |
| Few-Shot Class-Incremental Learning |
1 |
1 |
23 Apr 2020 |
not harvested |
| Supervised Contrastive Learning |
26 |
1 |
23 Apr 2020 |
community repositories only · 17 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 2 honoured, 0 violated, 12 with no contract checked; 3 where Syntology's instrument failed) · 6 unverified (5 pointer-only for licence) |
| 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 |
| Generative Latent Implicit Conditional Optimization when Learning from Small Sample |
1 |
1 |
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 |
2 |
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) |
| Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNets |
1 |
1 |
30 Mar 2020 |
not harvested |
| TResNet: High Performance GPU-Dedicated Architecture |
3 |
1 |
30 Mar 2020 |
not harvested |
| Milking CowMask for Semi-Supervised Image Classification |
2 |
1 |
26 Mar 2020 |
official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; the one sample that ran constructed an object rather than computing a result |
| Generative Low-bitwidth Data Free Quantization |
3 |
1 |
7 Mar 2020 |
not harvested |
| FMix: Enhancing Mixed Sample Data Augmentation |
5 |
1 |
27 Feb 2020 |
official (archive's flag): 5 ran · 8 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; 7 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence) |
| Stochastic Optimization of Plain Convolutional Neural Networks with Simple methods |
1 |
1 |
24 Jan 2020 |
not harvested |
| FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence |
26 |
4 |
21 Jan 2020 |
community repositories only · 53 ran (of which 13 constructed an object rather than computing a result; 35 with no instrument failure: 3 honoured, 2 violated, 30 with no contract checked; 18 where Syntology's instrument failed) · 21 unverified (17 pointer-only for licence) |
| Big Transfer (BiT): General Visual Representation Learning |
9 |
2 |
24 Dec 2019 |
community repositories only · 9 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; 2 where Syntology's instrument failed) · 1 unverified |
| cGANs with Multi-Hinge Loss |
3 |
1 |
9 Dec 2019 |
not harvested |
| Multi-Modal Deep Clustering: Unsupervised Partitioning of Images |
1 |
1 |
5 Dec 2019 |
not harvested |
| Twin Auxilary Classifiers GAN |
1 |
1 |
1 Dec 2019 |
not harvested |
| Blockwisely Supervised Neural Architecture Search with Knowledge Distillation |
1 |
1 |
29 Nov 2019 |
not harvested |
| EnAET: A Self-Trained framework for Semi-Supervised and Supervised Learning with Ensemble Transformations |
2 |
5 |
21 Nov 2019 |
not harvested |
| ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring |
3 |
2 |
21 Nov 2019 |
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) · 3 unverified (1 pointer-only for licence) |
| Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game |
1 |
1 |
16 Nov 2019 |
not harvested |
| Contrastive Representation Distillation |
4 |
3 |
23 Oct 2019 |
official: no sample here; runs from other or unrecorded repositories · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence) |
| Compacting, Picking and Growing for Unforgetting Continual Learning |
2 |
1 |
15 Oct 2019 |
official (archive's flag): 2 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified |
| Unsharp Masking Layer: Injecting Prior Knowledge in Convolutional Networks for Image Classification |
1 |
1 |
29 Sep 2019 |
not harvested |
| Input complexity and out-of-distribution detection with likelihood-based generative models |
1 |
4 |
25 Sep 2019 |
not harvested |
| Dual Student: Breaking the Limits of the Teacher in Semi-supervised Learning |
2 |
1 |
3 Sep 2019 |
not harvested |
| Gated Convolutional Networks with Hybrid Connectivity for Image Classification |
1 |
3 |
26 Aug 2019 |
official (archive's flag): 3 ran · 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) · 1 unverified (5 pointer-only for licence) |
| Mish: A Self Regularized Non-Monotonic Activation Function |
9 |
1 |
23 Aug 2019 |
official (archive's flag): 6 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) · 3 unverified (1 pointer-only for licence) |
| Repetitive Reprediction Deep Decipher for Semi-Supervised Learning |
1 |
1 |
9 Aug 2019 |
not harvested |
| Single-bit-per-weight deep convolutional neural networks without batch-normalization layers for embedded systems |
1 |
1 |
16 Jul 2019 |
not harvested |
| Twin Auxiliary Classifiers GAN |
4 |
1 |
5 Jul 2019 |
not harvested |
| Exploring Self-Supervised Regularization for Supervised and Semi-Supervised Learning |
1 |
1 |
25 Jun 2019 |
not harvested |
| Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss |
7 |
2 |
18 Jun 2019 |
community repositories only · 6 ran (of which 1 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) · 5 unverified (5 pointer-only for licence) |
| Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning |
2 |
1 |
10 Jun 2019 |
not harvested |
| Outlier Exposure with Confidence Control for Out-of-Distribution Detection |
1 |
1 |
8 Jun 2019 |
not harvested |
| Learning a Unified Classifier Incrementally via Rebalancing |
3 |
5 |
1 Jun 2019 |
not harvested |
| Large Scale Incremental Learning |
5 |
4 |
30 May 2019 |
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) |
| EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks |
144 |
1 |
28 May 2019 |
official: no sample here; runs from other or unrecorded repositories · 198 ran (of which 73 constructed an object rather than computing a result; 157 with no instrument failure: 26 honoured, 2 violated, 129 with no contract checked; 41 where Syntology's instrument failed) · 104 unverified (113 pointer-only for licence) |
| DIANet: Dense-and-Implicit Attention Network |
3 |
1 |
25 May 2019 |
official (archive's flag): 5 ran · 8 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 15 unverified (3 pointer-only for licence) |
| Network Pruning via Transformable Architecture Search |
4 |
1 |
23 May 2019 |
not harvested |