| DoubleMatch: Improving Semi-Supervised Learning with Self-Supervision |
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11 May 2022 |
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| FOSTER: Feature Boosting and Compression for Class-Incremental Learning |
2 |
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10 Apr 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) · 6 unverified |
| RODD: A Self-Supervised Approach for Robust Out-of-Distribution Detection |
1 |
1 |
6 Apr 2022 |
not harvested |
| Revisiting a kNN-based Image Classification System with High-capacity Storage |
0 |
2 |
3 Apr 2022 |
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| Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks |
1 |
1 |
31 Mar 2022 |
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| Constrained Few-shot Class-incremental Learning |
2 |
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30 Mar 2022 |
official (archive's flag): 2 ran · 4 ran (of which 1 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified |
| CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters |
1 |
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29 Mar 2022 |
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| Nested Collaborative Learning for Long-Tailed Visual Recognition |
1 |
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29 Mar 2022 |
official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified |
| Denoising Likelihood Score Matching for Conditional Score-based Data Generation |
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27 Mar 2022 |
official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified |
| Long-Tailed Recognition via Weight Balancing |
2 |
2 |
27 Mar 2022 |
official (archive's flag): 1 ran · 5 ran (of which 2 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 9 unverified (13 pointer-only for licence) |
| Knowledge Distillation with the Reused Teacher Classifier |
1 |
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26 Mar 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) |
| Visual Prompt Tuning |
6 |
2 |
23 Mar 2022 |
official: no sample here; runs from other or unrecorded repositories · 18 ran (of which 12 constructed an object rather than computing a result; 16 with no instrument failure: 1 honoured, 1 violated, 14 with no contract checked; 2 where Syntology's instrument failed) · 9 unverified (15 pointer-only for licence) |
| Do Deep Networks Transfer Invariances Across Classes? |
1 |
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18 Mar 2022 |
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) · 0 unverified (3 pointer-only for licence) |
| Three things everyone should know about Vision Transformers |
8 |
1 |
18 Mar 2022 |
community repositories only · 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 |
| Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? |
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17 Mar 2022 |
not harvested |
| Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy |
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1 |
15 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: 1 honoured, 2 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence) |
| Forward Compatible Few-Shot Class-Incremental Learning |
1 |
1 |
14 Mar 2022 |
not harvested |
| SimMatch: Semi-supervised Learning with Similarity Matching |
1 |
3 |
14 Mar 2022 |
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| Class-Aware Contrastive Semi-Supervised Learning |
1 |
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4 Mar 2022 |
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 (3 pointer-only for licence) |
| β-DARTS: Beta-Decay Regularization for Differentiable Architecture Search |
1 |
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3 Mar 2022 |
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| BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning |
1 |
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3 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) · 0 unverified (2 pointer-only for licence) |
| Long-Tailed Classification with Gradual Balanced Loss and Adaptive Feature Generation |
0 |
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28 Feb 2022 |
not harvested |
| ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing |
1 |
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23 Feb 2022 |
official (archive's flag): 5 ran · 5 ran (of which 4 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) · 0 unverified |
| Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision |
1 |
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16 Feb 2022 |
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| Convolutional Xformers for Vision |
1 |
1 |
25 Jan 2022 |
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| Contrastive Regularization for Semi-Supervised Learning |
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17 Jan 2022 |
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| A Simple Episodic Linear Probe Improves Visual Recognition in the Wild |
2 |
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1 Jan 2022 |
not harvested |
| Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images |
1 |
1 |
16 Dec 2021 |
not harvested |
| Out-of-Distribution Detection Without Class Labels |
0 |
4 |
14 Dec 2021 |
not harvested |
| Transformaly -- Two (Feature Spaces) Are Better Than One |
1 |
1 |
8 Dec 2021 |
not harvested |
| Differentiable Spike: Rethinking Gradient-Descent for Training Spiking Neural Networks |
0 |
1 |
1 Dec 2021 |
not harvested |
| Information Theoretic Representation Distillation |
1 |
3 |
1 Dec 2021 |
not harvested |
| The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification |
1 |
4 |
1 Dec 2021 |
official (archive's flag): 1 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 (2 pointer-only for licence) |
| Boosting Discriminative Visual Representation Learning with Scenario-Agnostic Mixup |
1 |
2 |
30 Nov 2021 |
not harvested |
| A Simple Long-Tailed Recognition Baseline via Vision-Language Model |
1 |
1 |
29 Nov 2021 |
not harvested |
| Targeted Supervised Contrastive Learning for Long-Tailed Recognition |
1 |
1 |
27 Nov 2021 |
official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified |
| ML-Decoder: Scalable and Versatile Classification Head |
1 |
1 |
25 Nov 2021 |
official (archive's flag): 4 ran · 4 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; 2 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence) |
| Sharpness-aware Quantization for Deep Neural Networks |
4 |
1 |
24 Nov 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: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified |
| DU-DARTS: Decreasing the Uncertainty of Differentiable Architecture Search |
1 |
1 |
23 Nov 2021 |
not harvested |
| Trustworthy Long-Tailed Classification |
2 |
1 |
17 Nov 2021 |
not harvested |
| Probabilistic Contrastive Learning for Domain Adaptation |
2 |
2 |
11 Nov 2021 |
not harvested |
| Feature Generation for Long-tail Classification |
1 |
2 |
10 Nov 2021 |
official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence) |
| Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective |
1 |
3 |
6 Nov 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: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified |
| Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples |
2 |
1 |
4 Nov 2021 |
official (archive's flag): 1 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence) |
| Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima |
1 |
1 |
30 Oct 2021 |
not harvested |
| DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples |
0 |
2 |
26 Oct 2021 |
not harvested |
| FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling |
2 |
3 |
15 Oct 2021 |
official (archive's flag): 2 ran · 4 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; 3 where Syntology's instrument failed) · 2 unverified |
| Influence-Balanced Loss for Imbalanced Visual Classification |
1 |
1 |
6 Oct 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: 1 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified |
| ResNet strikes back: An improved training procedure in timm |
14 |
1 |
1 Oct 2021 |
official: harvested for another paper · 0 ran · 3 unverified |
| Perturbated Gradients Updating within Unit Space for Deep Learning |
1 |
1 |
1 Oct 2021 |
not harvested |
| Optimal Transport for Long-Tailed Recognition with Learnable Cost Matrix |
0 |
1 |
29 Sep 2021 |
not harvested |
| Connecting Low-Loss Subspace for Personalized Federated Learning |
1 |
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16 Sep 2021 |
official: harvested, nothing ran · 0 ran · 2 unverified (2 pointer-only for licence) |
| ConvMLP: Hierarchical Convolutional MLPs for Vision |
4 |
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9 Sep 2021 |
official: harvested, nothing ran · 0 ran · 3 unverified |
| Self Supervision to Distillation for Long-Tailed Visual Recognition |
1 |
1 |
9 Sep 2021 |
official: harvested, nothing ran · 0 ran · 1 unverified (1 pointer-only for licence) |
| Dash: Semi-Supervised Learning with Dynamic Thresholding |
0 |
4 |
1 Sep 2021 |
not harvested |
| EEEA-Net: An Early Exit Evolutionary Neural Architecture Search |
1 |
1 |
13 Aug 2021 |
not harvested |
| ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-Shot |
0 |
1 |
5 Aug 2021 |
not harvested |
| Parametric Contrastive Learning |
5 |
1 |
26 Jul 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) · 2 unverified; the one sample that ran constructed an object rather than computing a result (1 pointer-only for licence) |
| μDARTS: Model Uncertainty-Aware Differentiable Architecture Search |
0 |
1 |
24 Jul 2021 |
not harvested |
| Conditional GANs with Auxiliary Discriminative Classifier |
2 |
1 |
21 Jul 2021 |
official (archive's flag): 2 ran · 4 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; 2 where Syntology's instrument failed) · 2 unverified (6 pointer-only for licence) |
| Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Recognition |
2 |
2 |
20 Jul 2021 |
official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (5 pointer-only for licence) |
| Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network |
1 |
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3 Jul 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, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (5 pointer-only for licence) |
| Global Filter Networks for Image Classification |
4 |
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1 Jul 2021 |
official (archive's flag): 5 ran · 6 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; 2 where Syntology's instrument failed) · 4 unverified (5 pointer-only for licence) |
| AutoNovel: Automatically Discovering and Learning Novel Visual Categories |
1 |
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29 Jun 2021 |
not harvested |
| Personalized Federated Learning with Gaussian Processes |
1 |
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29 Jun 2021 |
not harvested |
| AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks |
2 |
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23 Jun 2021 |
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) · 3 unverified; every one of the 2 samples that ran constructed an object rather than computing a result |
| DARTS-PRIME: Regularization and Scheduling Improve Constrained Optimization in Differentiable NAS |
0 |
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22 Jun 2021 |
not harvested |
| RSG: A Simple but Effective Module for Learning Imbalanced Datasets |
1 |
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18 Jun 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, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified |
| Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning |
2 |
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17 Jun 2021 |
official (archive's flag): 5 ran · 5 ran (of which 2 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) · 5 unverified |
| LaplaceNet: A Hybrid Graph-Energy Neural Network for Deep Semi-Supervised Classification |
1 |
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8 Jun 2021 |
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| Mean-Shifted Contrastive Loss for Anomaly Detection |
2 |
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7 Jun 2021 |
not harvested |
| Shifting Transformation Learning for Out-of-Distribution Detection |
0 |
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7 Jun 2021 |
not harvested |
| Model Zoo: A Growing "Brain" That Learns Continually |
2 |
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6 Jun 2021 |
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) · 0 unverified |
| When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations |
2 |
5 |
3 Jun 2021 |
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| Clustering-friendly Representation Learning via Instance Discrimination and Feature Decorrelation |
1 |
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31 May 2021 |
not harvested |
| Effect of Pre-Training Scale on Intra- and Inter-Domain Full and Few-Shot Transfer Learning for Natural and Medical X-Ray Chest Images |
1 |
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31 May 2021 |
not harvested |
| Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition |
2 |
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31 May 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) · 1 unverified (3 pointer-only for licence) |
| Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding |
6 |
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26 May 2021 |
official (archive's flag): 9 ran · 19 ran (of which 0 constructed an object rather than computing a result; 18 with no instrument failure: 1 honoured, 1 violated, 16 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (6 pointer-only for licence) |
| An Effective Baseline for Robustness to Distributional Shift |
1 |
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15 May 2021 |
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| ResMLP: Feedforward networks for image classification with data-efficient training |
19 |
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7 May 2021 |
community repositories only · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 1 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified |
| Representation Learning for Clustering via Building Consensus |
1 |
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4 May 2021 |
official (archive's flag): 7 ran · 7 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; 1 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence) |
| With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations |
4 |
1 |
29 Apr 2021 |
4 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; 0 where Syntology's instrument failed) · 1 unverified; every one of the 4 samples that ran constructed an object rather than computing a result |
| ImageNet-21K Pretraining for the Masses |
5 |
1 |
22 Apr 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, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| Distilling Knowledge via Knowledge Review |
7 |
2 |
19 Apr 2021 |
official: harvested, nothing ran · 6 ran (of which 2 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) · 2 unverified (5 pointer-only for licence) |
| "BNN - BN = ?": Training Binary Neural Networks without Batch Normalization |
1 |
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16 Apr 2021 |
official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (3 pointer-only for licence) |
| Augmenting Deep Classifiers with Polynomial Neural Networks |
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16 Apr 2021 |
official (archive's flag): 4 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) · 2 unverified (6 pointer-only for licence) |
| All Labels Are Not Created Equal: Enhancing Semi-supervision via Label Grouping and Co-training |
1 |
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12 Apr 2021 |
not harvested |
| Escaping the Big Data Paradigm with Compact Transformers |
9 |
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12 Apr 2021 |
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) · 3 unverified (1 pointer-only for licence) |
| Distributional Robustness Loss for Long-tail Learning |
0 |
2 |
7 Apr 2021 |
not harvested |
| Few-Shot Incremental Learning with Continually Evolved Classifiers |
1 |
1 |
7 Apr 2021 |
6 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; 3 where Syntology's instrument failed) · 4 unverified (1 pointer-only for licence) |
| Regularizing Generative Adversarial Networks under Limited Data |
1 |
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7 Apr 2021 |
official (archive's flag): 3 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) · 1 unverified (3 pointer-only for licence) |
| EfficientNetV2: Smaller Models and Faster Training |
26 |
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1 Apr 2021 |
official (archive's flag): 1 ran · 55 ran (of which 14 constructed an object rather than computing a result; 46 with no instrument failure: 11 honoured, 0 violated, 35 with no contract checked; 9 where Syntology's instrument failed) · 24 unverified (13 pointer-only for licence) |
| Improving Calibration for Long-Tailed Recognition |
5 |
2 |
1 Apr 2021 |
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) · 4 unverified (1 pointer-only for licence) |
| DER: Dynamically Expandable Representation for Class Incremental Learning |
2 |
4 |
31 Mar 2021 |
official (archive's flag): 6 ran · 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) · 5 unverified |
| Going deeper with Image Transformers |
21 |
1 |
31 Mar 2021 |
official: no sample here; runs from other or unrecorded repositories · 9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 2 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence) |
| SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification |
1 |
1 |
30 Mar 2021 |
official (archive's flag): 3 ran · 3 ran (of which 1 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) · 2 unverified |
| CvT: Introducing Convolutions to Vision Transformers |
16 |
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29 Mar 2021 |
official (archive's flag): 10 ran · 39 ran (of which 19 constructed an object rather than computing a result; 36 with no instrument failure: 2 honoured, 0 violated, 34 with no contract checked; 3 where Syntology's instrument failed) · 8 unverified (8 pointer-only for licence) |
| Zero-shot Adversarial Quantization |
0 |
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29 Mar 2021 |
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| Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification |
0 |
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26 Mar 2021 |
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| AutoMix: Unveiling the Power of Mixup for Stronger Classifiers |
3 |
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24 Mar 2021 |
community repositories only · 4 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; 2 where Syntology's instrument failed) · 2 unverified (3 pointer-only for licence) |