| iDARTS: Improving DARTS by Node Normalization and Decorrelation Discretization |
0 |
2 |
25 Aug 2021 |
not harvested |
| Contextual Convolutional Neural Networks |
1 |
1 |
17 Aug 2021 |
not harvested |
| EEEA-Net: An Early Exit Evolutionary Neural Architecture Search |
1 |
2 |
13 Aug 2021 |
not harvested |
| Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer |
1 |
1 |
3 Aug 2021 |
official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 3 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (1 pointer-only for licence) |
| Group Fisher Pruning for Practical Network Compression |
2 |
2 |
2 Aug 2021 |
not harvested |
| Hierarchical Self-supervised Augmented Knowledge Distillation |
1 |
1 |
29 Jul 2021 |
official: harvested, nothing ran · 0 ran · 1 unverified |
| Rethinking and Improving Relative Position Encoding for Vision Transformer |
1 |
5 |
29 Jul 2021 |
official (archive's flag): 7 ran · 7 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; 7 where Syntology's instrument failed) · 2 unverified |
| Contextual Transformer Networks for Visual Recognition |
7 |
3 |
26 Jul 2021 |
not harvested |
| Parametric Contrastive Learning |
5 |
3 |
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) |
| Go Wider Instead of Deeper |
1 |
3 |
25 Jul 2021 |
not harvested |
| μDARTS: Model Uncertainty-Aware Differentiable Architecture Search |
0 |
1 |
24 Jul 2021 |
not harvested |
| Bias Loss for Mobile Neural Networks |
2 |
2 |
23 Jul 2021 |
not harvested |
| CycleMLP: A MLP-like Architecture for Dense Prediction |
8 |
1 |
21 Jul 2021 |
official (archive's flag): 2 ran · 10 ran (of which 6 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 1 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (2 pointer-only for licence) |
| ReSSL: Relational Self-Supervised Learning with Weak Augmentation |
2 |
1 |
20 Jul 2021 |
community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified |
| Visual Parser: Representing Part-whole Hierarchies with Transformers |
2 |
1 |
13 Jul 2021 |
not harvested |
| Collaboration of Experts: Achieving 80% Top-1 Accuracy on ImageNet with 100M FLOPs |
0 |
3 |
8 Jul 2021 |
not harvested |
| GLiT: Neural Architecture Search for Global and Local Image Transformer |
2 |
3 |
7 Jul 2021 |
community repositories only · 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) · 2 unverified; every one of the 2 samples that ran constructed an object rather than computing a result |
| AutoFormer: Searching Transformers for Visual Recognition |
2 |
3 |
1 Jul 2021 |
not harvested |
| CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows |
7 |
1 |
1 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 |
| Global Filter Networks for Image Classification |
4 |
1 |
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) |
| PVT v2: Improved Baselines with Pyramid Vision Transformer |
18 |
5 |
25 Jun 2021 |
not harvested |
| VOLO: Vision Outlooker for Visual Recognition |
7 |
7 |
24 Jun 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 |
| AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks |
2 |
1 |
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 |
| TokenLearner: What Can 8 Learned Tokens Do for Images and Videos? |
11 |
2 |
21 Jun 2021 |
official (archive's flag): 1 ran · 3 ran (of which 1 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) · 0 unverified |
| Sparse Training via Boosting Pruning Plasticity with Neuroregeneration |
2 |
2 |
19 Jun 2021 |
community repositories only · 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) |
| Efficient Self-supervised Vision Transformers for Representation Learning |
1 |
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17 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) · 4 unverified |
| XCiT: Cross-Covariance Image Transformers |
12 |
4 |
17 Jun 2021 |
official (archive's flag): 2 ran · 10 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; 0 where Syntology's instrument failed) · 4 unverified (11 pointer-only for licence) |
| How does topology of neural architectures impact gradient propagation and model performance? |
1 |
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16 Jun 2021 |
not harvested |
| BEiT: BERT Pre-Training of Image Transformers |
14 |
4 |
15 Jun 2021 |
official (archive's flag): 1 ran · 6 ran (of which 2 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) · 5 unverified |
| Scaling Vision with Sparse Mixture of Experts |
1 |
17 |
10 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: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified |
| CoAtNet: Marrying Convolution and Attention for All Data Sizes |
14 |
7 |
9 Jun 2021 |
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) · 3 unverified (1 pointer-only for licence) |
| Knowledge distillation: A good teacher is patient and consistent |
10 |
1 |
9 Jun 2021 |
not harvested |
| Scaling Vision Transformers |
1 |
1 |
8 Jun 2021 |
not harvested |
| Refiner: Refining Self-attention for Vision Transformers |
1 |
1 |
7 Jun 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) |
| ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias |
2 |
6 |
7 Jun 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) |
| X-volution: On the unification of convolution and self-attention |
0 |
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4 Jun 2021 |
not harvested |
| DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification |
2 |
1 |
3 Jun 2021 |
official (archive's flag): 5 ran · 7 ran (of which 2 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) · 2 unverified (1 pointer-only for licence) |
| When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations |
2 |
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3 Jun 2021 |
not harvested |
| Container: Context Aggregation Network |
4 |
2 |
2 Jun 2021 |
official (archive's flag): 1 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) · 3 unverified |
| 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) |
| ResT: An Efficient Transformer for Visual Recognition |
5 |
2 |
28 May 2021 |
official (archive's flag): 9 ran · 9 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; 0 where Syntology's instrument failed) · 0 unverified (9 pointer-only for licence) |
| Drawing Multiple Augmentation Samples Per Image During Training Efficiently Decreases Test Error |
0 |
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27 May 2021 |
not harvested |
| 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) |
| Unsupervised Visual Representation Learning by Online Constrained K-Means |
1 |
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24 May 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: 1 honoured, 1 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence) |
| Correlated Input-Dependent Label Noise in Large-Scale Image Classification |
0 |
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19 May 2021 |
not harvested |
| Divide and Contrast: Self-supervised Learning from Uncurated Data |
0 |
2 |
17 May 2021 |
not harvested |
| Pay Attention to MLPs |
20 |
1 |
17 May 2021 |
34 ran (of which 15 constructed an object rather than computing a result; 31 with no instrument failure: 1 honoured, 4 violated, 26 with no contract checked; 3 where Syntology's instrument failed) · 10 unverified (11 pointer-only for licence) |
| Towards Robust Vision Transformer |
2 |
3 |
17 May 2021 |
not harvested |
| VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning |
6 |
2 |
11 May 2021 |
official (archive's flag): 4 ran · 15 ran (of which 3 constructed an object rather than computing a result; 10 with no instrument failure: 1 honoured, 1 violated, 8 with no contract checked; 5 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence) |
| Self-Supervised Learning with Swin Transformers |
6 |
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10 May 2021 |
not harvested |
| Conformer: Local Features Coupling Global Representations for Visual Recognition |
4 |
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9 May 2021 |
official (archive's flag): 1 ran · 7 ran (of which 5 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) · 5 unverified |
| BasisNet: Two-stage Model Synthesis for Efficient Inference |
0 |
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7 May 2021 |
not harvested |
| Network Pruning That Matters: A Case Study on Retraining Variants |
1 |
1 |
7 May 2021 |
official (archive's flag): 8 ran · 8 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; 2 where Syntology's instrument failed) · 4 unverified (2 pointer-only for licence) |
| 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 |
| Do You Even Need Attention? A Stack of Feed-Forward Layers Does Surprisingly Well on ImageNet |
2 |
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6 May 2021 |
not harvested |
| Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks |
7 |
1 |
5 May 2021 |
not harvested |
| RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition |
10 |
1 |
5 May 2021 |
official (archive's flag): 2 ran · 10 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; 2 where Syntology's instrument failed) · 4 unverified |
| MLP-Mixer: An all-MLP Architecture for Vision |
49 |
3 |
4 May 2021 |
official: harvested, nothing ran · 114 ran (of which 77 constructed an object rather than computing a result; 105 with no instrument failure: 2 honoured, 0 violated, 103 with no contract checked; 9 where Syntology's instrument failed) · 20 unverified (40 pointer-only for licence) |
| Emerging Properties in Self-Supervised Vision Transformers |
32 |
7 |
29 Apr 2021 |
official: no sample here; runs from other or unrecorded repositories · 14 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 1 violated, 9 with no contract checked; 4 where Syntology's instrument failed) · 6 unverified (4 pointer-only for licence) |
| With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations |
4 |
3 |
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 |
| Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples |
4 |
8 |
28 Apr 2021 |
official (archive's flag): 2 ran · 19 ran (of which 4 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (3 pointer-only for licence) |
| Twins: Revisiting the Design of Spatial Attention in Vision Transformers |
9 |
1 |
28 Apr 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 (2 pointer-only for licence) |
| Visformer: The Vision-friendly Transformer |
5 |
2 |
26 Apr 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) |
| Multiscale Vision Transformers |
8 |
2 |
22 Apr 2021 |
community repositories only · 13 ran (of which 10 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 2 where Syntology's instrument failed) · 13 unverified (5 pointer-only for licence) |
| All Tokens Matter: Token Labeling for Training Better Vision Transformers |
7 |
3 |
22 Apr 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) · 2 unverified (3 pointer-only for licence) |
| Differentiable Model Compression via Pseudo Quantization Noise |
1 |
1 |
20 Apr 2021 |
not harvested |
| Distilling Knowledge via Knowledge Review |
7 |
1 |
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) |
| Solving Inefficiency of Self-supervised Representation Learning |
1 |
1 |
18 Apr 2021 |
official: harvested, nothing ran · 0 ran · 2 unverified |
| "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 |
2 |
1 |
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) |
| AsymmNet: Towards ultralight convolution neural networks using asymmetrical bottlenecks |
1 |
3 |
15 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) |
| LocalViT: Bringing Locality to Vision Transformers |
2 |
5 |
12 Apr 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: 0 honoured, 0 violated, 2 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence) |
| An Empirical Study of Training Self-Supervised Vision Transformers |
9 |
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5 Apr 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) |
| LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference |
12 |
10 |
2 Apr 2021 |
official (archive's flag): 3 ran · 23 ran (of which 16 constructed an object rather than computing a result; 21 with no instrument failure: 3 honoured, 1 violated, 17 with no contract checked; 2 where Syntology's instrument failed) · 7 unverified |
| EfficientNetV2: Smaller Models and Faster Training |
26 |
7 |
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) |
| Training Multi-bit Quantized and Binarized Networks with A Learnable Symmetric Quantizer |
1 |
1 |
1 Apr 2021 |
not harvested |
| Going deeper with Image Transformers |
21 |
12 |
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) |
| Rethinking Spatial Dimensions of Vision Transformers |
12 |
4 |
30 Mar 2021 |
official: harvested, nothing ran · 10 ran (of which 6 constructed an object rather than computing a result; 10 with no instrument failure: 2 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 10 unverified |
| Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding |
3 |
6 |
29 Mar 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: 1 honoured, 2 violated, 2 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence) |
| Complementary Relation Contrastive Distillation |
1 |
1 |
29 Mar 2021 |
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 (4 pointer-only for licence) |
| CvT: Introducing Convolutions to Vision Transformers |
16 |
7 |
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) |
| CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification |
15 |
4 |
27 Mar 2021 |
official (archive's flag): 4 ran · 17 ran (of which 10 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 1 violated, 16 with no contract checked; 0 where Syntology's instrument failed) · 9 unverified |
| Swin Transformer: Hierarchical Vision Transformer using Shifted Windows |
80 |
3 |
25 Mar 2021 |
official: harvested, nothing ran · 123 ran (of which 45 constructed an object rather than computing a result; 82 with no instrument failure: 5 honoured, 2 violated, 75 with no contract checked; 41 where Syntology's instrument failed) · 84 unverified (45 pointer-only for licence) |
| AutoMix: Unveiling the Power of Mixup for Stronger Classifiers |
3 |
4 |
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) |
| BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search |
1 |
2 |
23 Mar 2021 |
not harvested |
| Scaling Local Self-Attention for Parameter Efficient Visual Backbones |
7 |
1 |
23 Mar 2021 |
18 ran (of which 4 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 7 where Syntology's instrument failed) · 2 unverified |
| DeepViT: Towards Deeper Vision Transformer |
5 |
2 |
22 Mar 2021 |
official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified |
| Incorporating Convolution Designs into Visual Transformers |
3 |
4 |
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 |
| ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases |
9 |
6 |
19 Mar 2021 |
not harvested |
| Scalable Vision Transformers with Hierarchical Pooling |
2 |
2 |
19 Mar 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) · 1 unverified; the one sample that ran constructed an object rather than computing a result |
| Self-Supervised Classification Network |
2 |
2 |
19 Mar 2021 |
not harvested |
| TrivialAugment: Tuning-free Yet State-of-the-Art Data Augmentation |
2 |
1 |
18 Mar 2021 |
not harvested |
| Multi-Prize Lottery Ticket Hypothesis: Finding Accurate Binary Neural Networks by Pruning A Randomly Weighted Network |
1 |
1 |
17 Mar 2021 |
not harvested |
| Revisiting ResNets: Improved Training and Scaling Strategies |
3 |
2 |
13 Mar 2021 |
not harvested |
| Involution: Inverting the Inherence of Convolution for Visual Recognition |
13 |
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10 Mar 2021 |
community repositories only · 7 ran (of which 7 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified; every one of the 7 samples that ran constructed an object rather than computing a result (4 pointer-only for licence) |
| Barlow Twins: Self-Supervised Learning via Redundancy Reduction |
24 |
3 |
4 Mar 2021 |
official (archive's flag): 1 ran · 21 ran (of which 6 constructed an object rather than computing a result; 15 with no instrument failure: 2 honoured, 1 violated, 12 with no contract checked; 6 where Syntology's instrument failed) · 5 unverified (10 pointer-only for licence) |
| Perceiver: General Perception with Iterative Attention |
12 |
2 |
4 Mar 2021 |
official: harvested, nothing ran · 41 ran (of which 20 constructed an object rather than computing a result; 30 with no instrument failure: 0 honoured, 2 violated, 28 with no contract checked; 11 where Syntology's instrument failed) · 14 unverified (11 pointer-only for licence) |
| Self-supervised Pretraining of Visual Features in the Wild |
1 |
7 |
2 Mar 2021 |
not harvested |
| Transformer in Transformer |
12 |
1 |
27 Feb 2021 |
official (archive's flag): 4 ran · 16 ran (of which 12 constructed an object rather than computing a result; 15 with no instrument failure: 1 honoured, 1 violated, 13 with no contract checked; 1 where Syntology's instrument failed) · 8 unverified (5 pointer-only for licence) |