| Graduated Assignment for Joint Multi-Graph Matching and Clustering with Application to Unsupervised Graph Matching Network Learning |
1 |
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1 Dec 2020 |
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| Multi-scale Adaptive Task Attention Network for Few-Shot Learning |
0 |
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30 Nov 2020 |
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| A New Periocular Dataset Collected by Mobile Devices in Unconstrained Scenarios |
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24 Nov 2020 |
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| Learning Class Unique Features in Fine-Grained Visual Classification |
0 |
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22 Nov 2020 |
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| Variational Feature Disentangling for Fine-Grained Few-Shot Classification |
0 |
2 |
7 Oct 2020 |
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| Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-grained Visual Categorization |
0 |
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6 Oct 2020 |
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| S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning |
1 |
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17 Sep 2020 |
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) · 1 unverified |
| Contrastively-reinforced Attention Convolutional Neural Network for Fine-grained Image Recognition |
1 |
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8 Sep 2020 |
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| Transductive Information Maximization For Few-Shot Learning |
2 |
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25 Aug 2020 |
official (archive's flag): 6 ran · 9 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; 2 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence) |
| DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis |
3 |
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13 Aug 2020 |
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| Hard negative examples are hard, but useful |
1 |
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24 Jul 2020 |
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| Combinatorial Learning of Robust Deep Graph Matching: an Embedding based Approach. |
1 |
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29 Jun 2020 |
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| Laplacian Regularized Few-Shot Learning |
2 |
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29 Jun 2020 |
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| Calibrated neighborhood aware confidence measure for deep metric learning |
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8 Jun 2020 |
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| Leveraging the Feature Distribution in Transfer-based Few-Shot Learning |
6 |
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6 Jun 2020 |
official (archive's flag): 3 ran · 22 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 1 honoured, 0 violated, 12 with no contract checked; 9 where Syntology's instrument failed) · 4 unverified (12 pointer-only for licence) |
| Instance-aware Image Colorization |
2 |
1 |
21 May 2020 |
official (archive's flag): 6 ran · 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) · 1 unverified (1 pointer-only for licence) |
| DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning |
2 |
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28 Apr 2020 |
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) · 2 unverified (3 pointer-only for licence) |
| From Generalized zero-shot learning to long-tail with class descriptors |
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5 Apr 2020 |
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| ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component Analysis |
1 |
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2 Apr 2020 |
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 |
| Generative Latent Implicit Conditional Optimization when Learning from Small Sample |
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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 |
| Look-into-Object: Self-supervised Structure Modeling for Object Recognition |
2 |
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31 Mar 2020 |
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| Proxy Anchor Loss for Deep Metric Learning |
3 |
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31 Mar 2020 |
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| Instance Credibility Inference for Few-Shot Learning |
1 |
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26 Mar 2020 |
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| Negative Margin Matters: Understanding Margin in Few-shot Classification |
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26 Mar 2020 |
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| PADS: Policy-Adapted Sampling for Visual Similarity Learning |
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24 Mar 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) · 3 unverified |
| Multi-branch and Multi-scale Attention Learning for Fine-Grained Visual Categorization |
6 |
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20 Mar 2020 |
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| A unifying mutual information view of metric learning: cross-entropy vs. pairwise losses |
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19 Mar 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, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified |
| Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification |
1 |
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17 Mar 2020 |
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, 1 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence) |
| Rethinking the Route Towards Weakly Supervised Object Localization |
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26 Feb 2020 |
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| Graph-based Interpolation of Feature Vectors for Accurate Few-Shot Classification |
1 |
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27 Jan 2020 |
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| Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation |
1 |
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23 Jan 2020 |
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) · 0 unverified (2 pointer-only for licence) |
| Are These Birds Similar: Learning Branched Networks for Fine-grained Representations |
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16 Jan 2020 |
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| A Broader Study of Cross-Domain Few-Shot Learning |
2 |
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16 Dec 2019 |
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 (3 pointer-only for licence) |
| The Group Loss for Deep Metric Learning |
2 |
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1 Dec 2019 |
official (archive's flag): 1 ran · 12 ran (of which 0 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) · 6 unverified |
| Attributional Robustness Training using Input-Gradient Spatial Alignment |
1 |
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29 Nov 2019 |
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| Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator |
1 |
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25 Nov 2019 |
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| Self-Supervised Learning For Few-Shot Image Classification |
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14 Nov 2019 |
official: no sample here; runs from other or unrecorded repositories · 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) · 0 unverified (2 pointer-only for licence) |
| Decoupling Representation and Classifier for Long-Tailed Recognition |
4 |
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21 Oct 2019 |
official (archive's flag): 2 ran · 2 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; 0 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence) |
| Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels |
3 |
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11 Oct 2019 |
official: not harvested · 0 ran · 1 unverified (1 pointer-only for licence) |
| Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks |
9 |
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3 Oct 2019 |
official (archive's flag): 1 ran · 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) · 4 unverified (2 pointer-only for licence) |
| Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization |
2 |
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25 Sep 2019 |
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| MIC: Mining Interclass Characteristics for Improved Metric Learning |
2 |
1 |
25 Sep 2019 |
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| Controllable Text-to-Image Generation |
2 |
1 |
16 Sep 2019 |
community repositories only · 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) · 3 unverified |
| SoftTriple Loss: Deep Metric Learning Without Triplet Sampling |
5 |
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11 Sep 2019 |
official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| Cross-X Learning for Fine-Grained Visual Categorization |
0 |
1 |
10 Sep 2019 |
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| Attention-based Dropout Layer for Weakly Supervised Object Localization |
1 |
1 |
27 Aug 2019 |
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) · 2 unverified |
| Transferable Contrastive Network for Generalized Zero-Shot Learning |
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16 Aug 2019 |
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| Metric Learning With HORDE: High-Order Regularizer for Deep Embeddings |
1 |
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7 Aug 2019 |
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) · 4 unverified |
| Charting the Right Manifold: Manifold Mixup for Few-shot Learning |
8 |
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28 Jul 2019 |
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| Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss |
7 |
1 |
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) |
| Fixing the train-test resolution discrepancy |
3 |
1 |
14 Jun 2019 |
official: harvested, nothing ran · 0 ran · 2 unverified (2 pointer-only for licence) |
| A Generative Framework for Zero-Shot Learning with Adversarial Domain Adaptation |
1 |
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7 Jun 2019 |
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| Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders |
1 |
4 |
1 Jun 2019 |
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| Learning to learn via Self-Critique |
1 |
4 |
24 May 2019 |
13 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; 2 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence) |
| Side Window Filtering |
1 |
1 |
17 May 2019 |
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| Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning |
2 |
1 |
14 Apr 2019 |
official: not harvested · 0 ran · 1 unverified |
| TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning |
1 |
1 |
11 Apr 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: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified |
| Improved Embeddings with Easy Positive Triplet Mining |
3 |
3 |
8 Apr 2019 |
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) |
| Leveraging the Invariant Side of Generative Zero-Shot Learning |
1 |
1 |
8 Apr 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, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence) |
| Hyperbolic Image Embeddings |
3 |
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3 Apr 2019 |
official (archive's flag): 5 ran · 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) · 1 unverified |
| Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning |
1 |
2 |
28 Mar 2019 |
not harvested |
| Combination of Multiple Global Descriptors for Image Retrieval |
7 |
1 |
26 Mar 2019 |
official: not harvested · 0 ran · 5 unverified |
| f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning |
0 |
1 |
25 Mar 2019 |
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| Looking for the Devil in the Details: Learning Trilinear Attention Sampling Network for Fine-grained Image Recognition |
1 |
1 |
14 Mar 2019 |
not harvested |
| MirrorGAN: Learning Text-to-image Generation by Redescription |
2 |
1 |
14 Mar 2019 |
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| Hardness-Aware Deep Metric Learning |
2 |
1 |
13 Mar 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) · 0 unverified |
| See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification |
4 |
1 |
26 Jan 2019 |
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| Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions |
6 |
2 |
10 Dec 2018 |
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| Classification is a Strong Baseline for Deep Metric Learning |
2 |
1 |
30 Nov 2018 |
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 |
| FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery |
1 |
2 |
27 Nov 2018 |
not harvested |
| Multi-modal Cycle-consistent Generalized Zero-Shot Learning |
1 |
1 |
1 Aug 2018 |
not harvested |
| Self-produced Guidance for Weakly-supervised Object Localization |
1 |
1 |
24 Jul 2018 |
official: harvested, nothing ran · 0 ran · 2 unverified |
| RISE: Randomized Input Sampling for Explanation of Black-box Models |
13 |
1 |
19 Jun 2018 |
community repositories only · 32 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; 0 where Syntology's instrument failed) · 2 unverified (10 pointer-only for licence) |
| Delta-encoder: an effective sample synthesis method for few-shot object recognition |
1 |
1 |
12 Jun 2018 |
not harvested |
| Attention-based Ensemble for Deep Metric Learning |
0 |
1 |
2 Apr 2018 |
not harvested |
| Feature Generating Networks for Zero-Shot Learning |
4 |
1 |
4 Dec 2017 |
not harvested |
| Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization |
4 |
1 |
4 Dec 2017 |
official (archive's flag): 2 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 (1 pointer-only for licence) |
| AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks |
20 |
1 |
28 Nov 2017 |
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 |
| Learning to Compare: Relation Network for Few-Shot Learning |
13 |
2 |
16 Nov 2017 |
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 (1 pointer-only for licence) |
| Grad-CAM++: Improved Visual Explanations for Deep Convolutional Networks |
24 |
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30 Oct 2017 |
community repositories only · 6 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; 4 where Syntology's instrument failed) · 1 unverified (3 pointer-only for licence) |
| StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks |
16 |
2 |
19 Oct 2017 |
official (archive's flag): 6 ran · 22 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 1 violated, 13 with no contract checked; 8 where Syntology's instrument failed) · 9 unverified (3 pointer-only for licence) |
| Learning Multi-Attention Convolutional Neural Network for Fine-Grained Image Recognition |
3 |
1 |
1 Oct 2017 |
not harvested |
| Sampling Matters in Deep Embedding Learning |
6 |
1 |
23 Jun 2017 |
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 |
| A Unified Approach to Interpreting Model Predictions |
17 |
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22 May 2017 |
3 ran (of which 1 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 1 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (6 pointer-only for licence) |
| Pairwise Confusion for Fine-Grained Visual Classification |
1 |
1 |
22 May 2017 |
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| Real-Time User-Guided Image Colorization with Learned Deep Priors |
3 |
1 |
8 May 2017 |
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| Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization |
1 |
2 |
20 Apr 2017 |
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| Learning Robust Visual-Semantic Embeddings |
0 |
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17 Mar 2017 |
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| Prototypical Networks for Few-shot Learning |
43 |
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15 Mar 2017 |
official (archive's flag): 1 ran · 50 ran (of which 14 constructed an object rather than computing a result; 29 with no instrument failure: 5 honoured, 0 violated, 24 with no contract checked; 21 where Syntology's instrument failed) · 14 unverified (19 pointer-only for licence) |
| LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation |
1 |
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5 Mar 2017 |
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| Axiomatic Attribution for Deep Networks |
40 |
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4 Mar 2017 |
official (archive's flag): 1 ran · 36 ran (of which 13 constructed an object rather than computing a result; 21 with no instrument failure: 3 honoured, 1 violated, 17 with no contract checked; 15 where Syntology's instrument failed) · 20 unverified (17 pointer-only for licence) |
| Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro |
8 |
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26 Jan 2017 |
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| StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks |
21 |
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10 Dec 2016 |
community repositories only · 22 ran (of which 0 constructed an object rather than computing a result; 18 with no instrument failure: 0 honoured, 0 violated, 18 with no contract checked; 4 where Syntology's instrument failed) · 9 unverified (3 pointer-only for licence) |
| Learning Deep Parsimonious Representations |
1 |
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1 Dec 2016 |
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| Learning a Discriminative Filter Bank within a CNN for Fine-grained Recognition |
1 |
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29 Nov 2016 |
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| Hard-Aware Deeply Cascaded Embedding |
1 |
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17 Nov 2016 |
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| Local Similarity-Aware Deep Feature Embedding |
0 |
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27 Oct 2016 |
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| Learning What and Where to Draw |
0 |
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8 Oct 2016 |
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| Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization |
126 |
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7 Oct 2016 |
community repositories only · 90 ran (of which 32 constructed an object rather than computing a result; 65 with no instrument failure: 5 honoured, 4 violated, 56 with no contract checked; 25 where Syntology's instrument failed) · 51 unverified (69 pointer-only for licence) |
| InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets |
38 |
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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 |