| SP-ViT: Learning 2D Spatial Priors for Vision Transformers |
1 |
6 |
15 Jun 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) · 4 unverified (1 pointer-only for licence) |
| MobileOne: An Improved One millisecond Mobile Backbone |
10 |
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8 Jun 2022 |
official (archive's flag): 1 ran · 4 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; 1 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence) |
| Separable Self-attention for Mobile Vision Transformers |
8 |
3 |
6 Jun 2022 |
community repositories only · 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) |
| Vision GNN: An Image is Worth Graph of Nodes |
9 |
4 |
1 Jun 2022 |
official: harvested, nothing ran · 25 ran (of which 6 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 0 violated, 15 with no contract checked; 10 where Syntology's instrument failed) · 9 unverified (22 pointer-only for licence) |
| EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction |
6 |
6 |
29 May 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: 1 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified |
| Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation |
1 |
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27 May 2022 |
official (archive's flag): 3 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) · 5 unverified (8 pointer-only for licence) |
| Fast Vision Transformers with HiLo Attention |
5 |
4 |
26 May 2022 |
official (archive's flag): 1 ran · 11 ran (of which 1 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence) |
| Knowledge Distillation from A Stronger Teacher |
3 |
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21 May 2022 |
official (archive's flag): 5 ran · 10 ran (of which 1 constructed an object rather than computing a result; 10 with no instrument failure: 4 honoured, 4 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified |
| CoCa: Contrastive Captioners are Image-Text Foundation Models |
6 |
3 |
4 May 2022 |
10 ran (of which 5 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) · 7 unverified (2 pointer-only for licence) |
| Sequencer: Deep LSTM for Image Classification |
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4 May 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) · 5 unverified |
| PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions |
19 |
1 |
26 Apr 2022 |
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 (1 pointer-only for licence) |
| Masked Siamese Networks for Label-Efficient Learning |
2 |
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14 Apr 2022 |
community repositories only · 4 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; 3 where Syntology's instrument failed) · 0 unverified |
| Neighborhood Attention Transformer |
5 |
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14 Apr 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 |
| DaViT: Dual Attention Vision Transformers |
4 |
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7 Apr 2022 |
official (archive's flag): 8 ran · 8 ran (of which 5 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) · 7 unverified |
| MaxViT: Multi-Axis Vision Transformer |
15 |
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4 Apr 2022 |
official (archive's flag): 4 ran · 37 ran (of which 15 constructed an object rather than computing a result; 23 with no instrument failure: 2 honoured, 0 violated, 21 with no contract checked; 14 where Syntology's instrument failed) · 16 unverified (9 pointer-only for licence) |
| Improving Vision Transformers by Revisiting High-frequency Components |
1 |
1 |
3 Apr 2022 |
official (archive's flag): 11 ran · 11 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; 2 where Syntology's instrument failed) · 3 unverified |
| mc-BEiT: Multi-choice Discretization for Image BERT Pre-training |
1 |
1 |
29 Mar 2022 |
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 (5 pointer-only for licence) |
| CaCo: Both Positive and Negative Samples are Directly Learnable via Cooperative-adversarial Contrastive Learning |
1 |
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27 Mar 2022 |
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) · 2 unverified (1 pointer-only for licence) |
| Mugs: A Multi-Granular Self-Supervised Learning Framework |
1 |
4 |
27 Mar 2022 |
official (archive's flag): 19 ran · 19 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 0 honoured, 0 violated, 19 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (3 pointer-only for licence) |
| Three things everyone should know about Vision Transformers |
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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 |
| Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs |
8 |
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13 Mar 2022 |
official (archive's flag): 4 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) · 1 unverified (1 pointer-only for licence) |
| Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time |
6 |
4 |
10 Mar 2022 |
community repositories only · 10 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; 5 where Syntology's instrument failed) · 7 unverified |
| Conditional Prompt Learning for Vision-Language Models |
12 |
2 |
10 Mar 2022 |
community repositories only · 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 (3 pointer-only for licence) |
| ParC-Net: Position Aware Circular Convolution with Merits from ConvNets and Transformer |
3 |
1 |
8 Mar 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 (5 pointer-only for licence) |
| Autoregressive Image Generation using Residual Quantization |
4 |
1 |
3 Mar 2022 |
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) |
| Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut |
1 |
1 |
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 |
| ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond |
8 |
1 |
21 Feb 2022 |
community repositories only · 22 ran (of which 8 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 6 where Syntology's instrument failed) · 3 unverified (4 pointer-only for licence) |
| Visual Attention Network |
21 |
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20 Feb 2022 |
official (archive's flag): 1 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) · 0 unverified |
| MaskGIT: Masked Generative Image Transformer |
9 |
1 |
8 Feb 2022 |
community repositories only · 14 ran (of which 9 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 4 where Syntology's instrument failed) · 7 unverified (4 pointer-only for licence) |
| OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework |
4 |
1 |
7 Feb 2022 |
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 |
| data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language |
12 |
1 |
7 Feb 2022 |
community repositories only · 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 |
| Toward Training at ImageNet Scale with Differential Privacy |
1 |
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28 Jan 2022 |
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) · 2 unverified (1 pointer-only for licence) |
| When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism |
2 |
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26 Jan 2022 |
official (archive's flag): 6 ran · 6 ran (of which 6 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; every one of the 6 samples that ran constructed an object rather than computing a result |
| Patches Are All You Need? |
12 |
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24 Jan 2022 |
official (archive's flag): 6 ran · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 5 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified |
| Omnivore: A Single Model for Many Visual Modalities |
2 |
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20 Jan 2022 |
official (archive's flag): 1 ran · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (1 pointer-only for licence) |
| Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet? |
1 |
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13 Jan 2022 |
official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified |
| A ConvNet for the 2020s |
54 |
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10 Jan 2022 |
community repositories only · 57 ran (of which 39 constructed an object rather than computing a result; 49 with no instrument failure: 1 honoured, 0 violated, 48 with no contract checked; 8 where Syntology's instrument failed) · 23 unverified (12 pointer-only for licence) |
| Debiased Learning from Naturally Imbalanced Pseudo-Labels |
1 |
3 |
5 Jan 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 |
| Vision Transformer with Deformable Attention |
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3 Jan 2022 |
official (archive's flag): 2 ran · 8 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; 4 where Syntology's instrument failed) · 2 unverified |
| Augmenting Convolutional networks with attention-based aggregation |
5 |
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27 Dec 2021 |
official (archive's flag): 1 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 |
| ELSA: Enhanced Local Self-Attention for Vision Transformer |
1 |
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23 Dec 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 |
| RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality |
4 |
1 |
21 Dec 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) |
| Learned Queries for Efficient Local Attention |
1 |
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21 Dec 2021 |
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) · 2 unverified |
| Max-Margin Contrastive Learning |
1 |
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21 Dec 2021 |
official (archive's flag): 5 ran · 5 ran (of which 0 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) · 7 unverified (2 pointer-only for licence) |
| FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer |
1 |
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27 Nov 2021 |
official (archive's flag): 2 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 (1 pointer-only for licence) |
| MetaFormer Is Actually What You Need for Vision |
18 |
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22 Nov 2021 |
community repositories only · 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 (1 pointer-only for licence) |
| Swin Transformer V2: Scaling Up Capacity and Resolution |
23 |
4 |
18 Nov 2021 |
community repositories only · 17 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 3 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 13 unverified (4 pointer-only for licence) |
| SimMIM: A Simple Framework for Masked Image Modeling |
7 |
4 |
18 Nov 2021 |
official (archive's flag): 1 ran · 9 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; 1 where Syntology's instrument failed) · 5 unverified |
| Masked Autoencoders Are Scalable Vision Learners |
58 |
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11 Nov 2021 |
official: no sample here; runs from other or unrecorded repositories · 86 ran (of which 40 constructed an object rather than computing a result; 69 with no instrument failure: 7 honoured, 0 violated, 62 with no contract checked; 17 where Syntology's instrument failed) · 51 unverified (78 pointer-only for licence) |
| Palette: Image-to-Image Diffusion Models |
5 |
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10 Nov 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) · 1 unverified (3 pointer-only for licence) |
| HRFormer: High-Resolution Transformer for Dense Prediction |
1 |
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18 Oct 2021 |
official (archive's flag): 7 ran · 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) · 4 unverified; every one of the 7 samples that ran constructed an object rather than computing a result |
| FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling |
2 |
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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 |
| Self-Supervised Learning by Estimating Twin Class Distributions |
2 |
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14 Oct 2021 |
official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 4 where Syntology's instrument failed) · 6 unverified (4 pointer-only for licence) |
| Vector-quantized Image Modeling with Improved VQGAN |
5 |
1 |
9 Oct 2021 |
9 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; 2 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence) |
| MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer |
31 |
2 |
5 Oct 2021 |
official: no sample here; runs from other or unrecorded repositories · 53 ran (of which 31 constructed an object rather than computing a result; 44 with no instrument failure: 1 honoured, 0 violated, 43 with no contract checked; 9 where Syntology's instrument failed) · 15 unverified (18 pointer-only for licence) |
| Compressive Visual Representations |
1 |
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27 Sep 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: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified |
| Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer |
1 |
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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) |
| Rethinking and Improving Relative Position Encoding for Vision Transformer |
1 |
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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 |
| Parametric Contrastive Learning |
5 |
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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) |
| CycleMLP: A MLP-like Architecture for Dense Prediction |
8 |
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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 |
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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 |
| GLiT: Neural Architecture Search for Global and Local Image Transformer |
2 |
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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 |
| 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) |
| 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 |
| VOLO: Vision Outlooker for Visual Recognition |
7 |
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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 |
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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 |
| TokenLearner: What Can 8 Learned Tokens Do for Images and Videos? |
11 |
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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 |
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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) |
| XCiT: Cross-Covariance Image Transformers |
12 |
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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) |
| Efficient Self-supervised Vision Transformers for Representation Learning |
1 |
3 |
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 |
| BEiT: BERT Pre-Training of Image Transformers |
14 |
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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 |
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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) |
| 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) |
| Refiner: Refining Self-attention for Vision Transformers |
1 |
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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) |
| 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) |
| Container: Context Aggregation Network |
4 |
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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 |
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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) |
| 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) |
| Pay Attention to MLPs |
20 |
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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) |
| VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning |
6 |
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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) |
| 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 |
| 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 |
12 |
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 |
| 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 |
| 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) |
| 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) |
| 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) |
| 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) |
| 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) |
| 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) |
| 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) |
| "BNN - BN = ?": Training Binary Neural Networks without Batch Normalization |
1 |
1 |
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) |
| Escaping the Big Data Paradigm with Compact Transformers |
9 |
1 |
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) |