| Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data |
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19 Feb 2025 |
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| Few-shot Tuning of Foundation Models for Class-incremental Learning |
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26 May 2024 |
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| Label Propagation for Zero-shot Classification with Vision-Language Models |
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5 Apr 2024 |
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| Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners |
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2 Apr 2024 |
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| Less is More: Fewer Interpretable Region via Submodular Subset Selection |
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14 Feb 2024 |
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| Learning Semantic Proxies from Visual Prompts for Parameter-Efficient Fine-Tuning in Deep Metric Learning |
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4 Feb 2024 |
official (archive's flag): 3 ran · 3 ran (of which 3 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; every one of the 3 samples that ran constructed an object rather than computing a result |
| Context-Aware Meta-Learning |
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17 Oct 2023 |
official (archive's flag): 5 ran · 5 ran (of which 4 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) · 11 unverified |
| Generative Prompt Model for Weakly Supervised Object Localization |
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19 Jul 2023 |
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| Unsupervised Semantic Correspondence Using Stable Diffusion |
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24 May 2023 |
official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 1 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| Unicom: Universal and Compact Representation Learning for Image Retrieval |
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12 Apr 2023 |
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, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (6 pointer-only for licence) |
| GALIP: Generative Adversarial CLIPs for Text-to-Image Synthesis |
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30 Jan 2023 |
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| Weakly Supervised Object Localization via Transformer with Implicit Spatial Calibration |
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21 Jul 2022 |
official (archive's flag): 7 ran · 7 ran (of which 3 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) · 3 unverified |
| Task Discrepancy Maximization for Fine-grained Few-Shot Classification |
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4 Jul 2022 |
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| Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure |
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13 Jun 2022 |
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) |
| Attributable Visual Similarity Learning |
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28 Mar 2022 |
official (archive's flag): 3 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 |
| Hyperbolic Vision Transformers: Combining Improvements in Metric Learning |
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21 Mar 2022 |
official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 2 unverified |
| Integrating Language Guidance into Vision-based Deep Metric Learning |
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16 Mar 2022 |
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) · 1 unverified |
| Non-isotropy Regularization for Proxy-based Deep Metric Learning |
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16 Mar 2022 |
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 |
| Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut |
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23 Feb 2022 |
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 |
| Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders |
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19 Feb 2022 |
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) · 0 unverified |
| LAFITE: Towards Language-Free Training for Text-to-Image Generation |
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27 Nov 2021 |
official (archive's flag): 3 ran · 12 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 2 honoured, 0 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 6 unverified (3 pointer-only for licence) |
| Projected GANs Converge Faster |
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1 Nov 2021 |
official (archive's flag): 12 ran · 38 ran (of which 14 constructed an object rather than computing a result; 20 with no instrument failure: 3 honoured, 0 violated, 17 with no contract checked; 18 where Syntology's instrument failed) · 11 unverified (6 pointer-only for licence) |
| Robust and Decomposable Average Precision for Image Retrieval |
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1 Oct 2021 |
official (archive's flag): 5 ran · 5 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; 3 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence) |
| Relational Embedding for Few-Shot Classification |
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22 Aug 2021 |
official (archive's flag): 11 ran · 11 ran (of which 10 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified |
| Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification |
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19 Aug 2021 |
official (archive's flag): 8 ran · 8 ran (of which 7 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) · 3 unverified |
| Towards Interpretable Deep Metric Learning with Structural Matching |
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12 Aug 2021 |
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) |
| Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification |
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22 Jun 2021 |
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 (1 pointer-only for licence) |
| Entropy-based Logic Explanations of Neural Networks |
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12 Jun 2021 |
official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence) |
| It Takes Two to Tango: Mixup for Deep Metric Learning |
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9 Jun 2021 |
official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified |
| TransFG: A Transformer Architecture for Fine-grained Recognition |
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14 Mar 2021 |
official (archive's flag): 1 ran · 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 (2 pointer-only for licence) |
| S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning |
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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 |
| Transductive Information Maximization For Few-Shot Learning |
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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) |
| Leveraging the Feature Distribution in Transfer-based Few-Shot Learning |
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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 |
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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 |
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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) |
| ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component Analysis |
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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 |
| 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 |
| 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 |
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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) |
| Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation |
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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) |
| A Broader Study of Cross-Domain Few-Shot Learning |
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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 |
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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 |
| 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 |
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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) |
| Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks |
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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) |
| Controllable Text-to-Image Generation |
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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 |
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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) |
| Attention-based Dropout Layer for Weakly Supervised Object Localization |
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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 |
| Metric Learning With HORDE: High-Order Regularizer for Deep Embeddings |
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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 |
| Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss |
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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) |
| Learning to learn via Self-Critique |
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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) |
| TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning |
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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 |
| Leveraging the Invariant Side of Generative Zero-Shot Learning |
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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) |
| Improved Embeddings with Easy Positive Triplet Mining |
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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) |
| Hyperbolic Image Embeddings |
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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 |
| Hardness-Aware Deep Metric Learning |
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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 |
| Classification is a Strong Baseline for Deep Metric Learning |
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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 |
| RISE: Randomized Input Sampling for Explanation of Black-box Models |
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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) |
| Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization |
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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 |
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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 |
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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 |
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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 |
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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) |
| Sampling Matters in Deep Embedding Learning |
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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 |
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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) |
| Prototypical Networks for Few-shot Learning |
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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) |
| Axiomatic Attribution for Deep Networks |
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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) |
| StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks |
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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) |
| 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 |
| Joint Unsupervised Learning of Deep Representations and Image Clusters |
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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 |
| "Why Should I Trust You?": Explaining the Predictions of Any Classifier |
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16 Feb 2016 |
official (archive's flag): 1 ran · 13 ran (of which 4 constructed an object rather than computing a result; 13 with no instrument failure: 1 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified |
| Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps |
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20 Dec 2013 |
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) |