| Knowledge Distillation from A Stronger Teacher |
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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 |
| CLCNet: Rethinking of Ensemble Modeling with Classification Confidence Network |
1 |
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19 May 2022 |
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| Multiplexed Immunofluorescence Brain Image Analysis Using Self-Supervised Dual-Loss Adaptive Masked Autoencoder |
1 |
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10 May 2022 |
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| CoCa: Contrastive Captioners are Image-Text Foundation Models |
6 |
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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 |
| Unlocking High-Accuracy Differentially Private Image Classification through Scale |
3 |
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28 Apr 2022 |
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| Adaptive Split-Fusion Transformer |
1 |
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26 Apr 2022 |
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| GPUNet: Searching the Deployable Convolution Neural Networks for GPUs |
1 |
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26 Apr 2022 |
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| PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions |
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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) |
| Understanding The Robustness in Vision Transformers |
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26 Apr 2022 |
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| DeiT III: Revenge of the ViT |
12 |
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14 Apr 2022 |
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| Masked Siamese Networks for Label-Efficient Learning |
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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 |
| MiniViT: Compressing Vision Transformers with Weight Multiplexing |
2 |
1 |
14 Apr 2022 |
official: harvested for another paper · 0 ran · 4 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 |
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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 |
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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 |
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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 |
| Revisiting a kNN-based Image Classification System with High-capacity Storage |
0 |
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3 Apr 2022 |
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| mc-BEiT: Multi-choice Discretization for Image BERT Pre-training |
1 |
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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 |
1 |
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) |
| DeepDPM: Deep Clustering With an Unknown Number of Clusters |
1 |
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27 Mar 2022 |
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| Mugs: A Multi-Granular Self-Supervised Learning Framework |
1 |
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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 |
| Weak Augmentation Guided Relational Self-Supervised Learning |
1 |
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16 Mar 2022 |
official: harvested, nothing ran · 0 ran · 2 unverified (2 pointer-only for licence) |
| SimMatch: Semi-supervised Learning with Similarity Matching |
1 |
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14 Mar 2022 |
not harvested |
| 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) |
| Active Token Mixer |
2 |
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11 Mar 2022 |
not harvested |
| Deep AutoAugment |
1 |
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11 Mar 2022 |
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| Conditional Prompt Learning for Vision-Language Models |
12 |
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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) |
| Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time |
6 |
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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 |
| 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) |
| β-DARTS: Beta-Decay Regularization for Differentiable Architecture Search |
1 |
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3 Mar 2022 |
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| Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut |
1 |
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23 Feb 2022 |
1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified |
| ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond |
8 |
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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 |
| Meta Knowledge Distillation |
0 |
4 |
16 Feb 2022 |
not harvested |
| Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision |
1 |
6 |
16 Feb 2022 |
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| 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) |
| Context Autoencoder for Self-Supervised Representation Learning |
6 |
1 |
7 Feb 2022 |
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| data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language |
12 |
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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 |
| OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework |
4 |
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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 |
| Toward Training at ImageNet Scale with Differential Privacy |
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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 |
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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 |
| UniFormer: Unifying Convolution and Self-attention for Visual Recognition |
8 |
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24 Jan 2022 |
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| Omnivore: A Single Model for Many Visual Modalities |
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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) |
| Revisiting Weakly Supervised Pre-Training of Visual Perception Models |
2 |
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20 Jan 2022 |
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| 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 |
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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 |
| A Simple Episodic Linear Probe Improves Visual Recognition in the Wild |
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1 Jan 2022 |
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| Augmenting Convolutional networks with attention-based aggregation |
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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 |
| Learned Queries for Efficient Local Attention |
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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 |
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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) |
| RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality |
4 |
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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) |
| Masked Feature Prediction for Self-Supervised Visual Pre-Training |
6 |
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16 Dec 2021 |
not harvested |
| NOMARO: Defending against Adversarial Attacks by NOMA-Inspired Reconstruction Operation |
1 |
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14 Dec 2021 |
not harvested |
| A Fast Knowledge Distillation Framework for Visual Recognition |
2 |
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2 Dec 2021 |
not harvested |
| MViTv2: Improved Multiscale Vision Transformers for Classification and Detection |
9 |
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2 Dec 2021 |
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| Differentiable Spike: Rethinking Gradient-Descent for Training Spiking Neural Networks |
0 |
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1 Dec 2021 |
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| Information Theoretic Representation Distillation |
1 |
1 |
1 Dec 2021 |
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| Boosting Discriminative Visual Representation Learning with Scenario-Agnostic Mixup |
1 |
4 |
30 Nov 2021 |
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| Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning |
2 |
1 |
29 Nov 2021 |
not harvested |
| 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) |
| PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers |
1 |
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24 Nov 2021 |
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| DU-DARTS: Decreasing the Uncertainty of Differentiable Architecture Search |
1 |
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23 Nov 2021 |
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| Florence: A New Foundation Model for Computer Vision |
2 |
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22 Nov 2021 |
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| 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) |
| Semi-Supervised Vision Transformers |
1 |
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22 Nov 2021 |
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| Discrete Representations Strengthen Vision Transformer Robustness |
1 |
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20 Nov 2021 |
not harvested |
| Combined Scaling for Zero-shot Transfer Learning |
0 |
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19 Nov 2021 |
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| FBNetV5: Neural Architecture Search for Multiple Tasks in One Run |
0 |
9 |
19 Nov 2021 |
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| SimMIM: A Simple Framework for Masked Image Modeling |
7 |
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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 |
| Swin Transformer V2: Scaling Up Capacity and Resolution |
23 |
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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) |
| iBOT: Image BERT Pre-Training with Online Tokenizer |
2 |
9 |
15 Nov 2021 |
official: harvested, nothing ran · 0 ran · 1 unverified |
| LiT: Zero-Shot Transfer with Locked-image text Tuning |
5 |
2 |
15 Nov 2021 |
not harvested |
| Masked Autoencoders Are Scalable Vision Learners |
58 |
9 |
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) |
| Are Transformers More Robust Than CNNs? |
1 |
4 |
10 Nov 2021 |
not harvested |
| 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) |
| Sliced Recursive Transformer |
1 |
5 |
9 Nov 2021 |
not harvested |
| Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation |
1 |
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19 Oct 2021 |
not harvested |
| 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) |
| Weakly Supervised Contrastive Learning |
1 |
3 |
10 Oct 2021 |
official: harvested, nothing ran · 0 ran · 3 unverified (3 pointer-only for licence) |
| Vector-quantized Image Modeling with Improved VQGAN |
5 |
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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) |
| UniNet: Unified Architecture Search with Convolution, Transformer, and MLP |
0 |
5 |
8 Oct 2021 |
not harvested |
| MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer |
31 |
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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) |
| ResNet strikes back: An improved training procedure in timm |
14 |
6 |
1 Oct 2021 |
official: harvested for another paper · 0 ran · 3 unverified |
| A Dot Product Attention Free Transformer |
0 |
4 |
29 Sep 2021 |
not harvested |
| NASViT: Neural Architecture Search for Efficient Vision Transformers with Gradient Conflict aware Supernet Training |
1 |
13 |
29 Sep 2021 |
not harvested |
| 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 |
| HPTQ: Hardware-Friendly Post Training Quantization |
1 |
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19 Sep 2021 |
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| Causal Explanation of Convolutional Neural Networks |
1 |
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13 Sep 2021 |
not harvested |
| Sparse MLP for Image Recognition: Is Self-Attention Really Necessary? |
2 |
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12 Sep 2021 |
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| ConvMLP: Hierarchical Convolutional MLPs for Vision |
4 |
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9 Sep 2021 |
official: harvested, nothing ran · 0 ran · 3 unverified |
| ISyNet: Convolutional Neural Networks design for AI accelerator |
9 |
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4 Sep 2021 |
not harvested |