| Improving Knowledge Distillation via Regularizing Feature Norm and Direction |
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26 May 2023 |
official (archive's flag): 3 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 (3 pointer-only for licence) |
| Knowledge Diffusion for Distillation |
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25 May 2023 |
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| ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities |
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18 May 2023 |
official (archive's flag): 5 ran · 5 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (1 pointer-only for licence) |
| Alternating Gradient Descent and Mixture-of-Experts for Integrated Multimodal Perception |
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10 May 2023 |
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| Understanding Gaussian Attention Bias of Vision Transformers Using Effective Receptive Fields |
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8 May 2023 |
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| MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer |
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24 Apr 2023 |
official (archive's flag): 16 ran · 16 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; 7 where Syntology's instrument failed) · 2 unverified (8 pointer-only for licence) |
| LayerNAS: Neural Architecture Search in Polynomial Complexity |
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23 Apr 2023 |
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| Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget |
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20 Apr 2023 |
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| DINOv2: Learning Robust Visual Features without Supervision |
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14 Apr 2023 |
community repositories only · 39 ran (of which 13 constructed an object rather than computing a result; 35 with no instrument failure: 2 honoured, 0 violated, 33 with no contract checked; 4 where Syntology's instrument failed) · 7 unverified (12 pointer-only for licence) |
| Unicom: Universal and Compact Representation Learning for Image Retrieval |
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12 Apr 2023 |
official: no sample here; runs from other or unrecorded repositories · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (6 pointer-only for licence) |
| VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution |
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4 Apr 2023 |
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| Exploring the Limits of Deep Image Clustering using Pretrained Models |
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31 Mar 2023 |
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) · 0 unverified |
| Rethinking Local Perception in Lightweight Vision Transformer |
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31 Mar 2023 |
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| Your Diffusion Model is Secretly a Zero-Shot Classifier |
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28 Mar 2023 |
official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence) |
| EVA-CLIP: Improved Training Techniques for CLIP at Scale |
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27 Mar 2023 |
community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified |
| Zero-Shot Composed Image Retrieval with Textual Inversion |
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27 Mar 2023 |
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| FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization |
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24 Mar 2023 |
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) · 4 unverified; the one sample that ran constructed an object rather than computing a result (5 pointer-only for licence) |
| The effectiveness of MAE pre-pretraining for billion-scale pretraining |
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23 Mar 2023 |
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| MV-MR: multi-views and multi-representations for self-supervised learning and knowledge distillation |
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21 Mar 2023 |
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| ViC-MAE: Self-Supervised Representation Learning from Images and Video with Contrastive Masked Autoencoders |
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21 Mar 2023 |
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| Understanding the Role of the Projector in Knowledge Distillation |
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20 Mar 2023 |
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| BiFormer: Vision Transformer with Bi-Level Routing Attention |
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15 Mar 2023 |
official (archive's flag): 4 ran · 6 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; 0 where Syntology's instrument failed) · 0 unverified |
| R2 Loss: Range Restriction Loss for Model Compression and Quantization |
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14 Mar 2023 |
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| DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network |
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5 Mar 2023 |
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| How to Use Dropout Correctly on Residual Networks with Batch Normalization |
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13 Feb 2023 |
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| Scaling Vision Transformers to 22 Billion Parameters |
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10 Feb 2023 |
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| Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval |
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6 Feb 2023 |
official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified |
| Learning Customized Visual Models with Retrieval-Augmented Knowledge |
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17 Jan 2023 |
official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 4 where Syntology's instrument failed) · 8 unverified (8 pointer-only for licence) |
| Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling |
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9 Jan 2023 |
official (archive's flag): 9 ran · 13 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| Learning by Sorting: Self-supervised Learning with Group Ordering Constraints |
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5 Jan 2023 |
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| Improving Visual Representation Learning through Perceptual Understanding |
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30 Dec 2022 |
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| Reversible Column Networks |
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22 Dec 2022 |
official (archive's flag): 8 ran · 8 ran (of which 8 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified; every one of the 8 samples that ran constructed an object rather than computing a result |
| From Xception to NEXcepTion: New Design Decisions and Neural Architecture Search |
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16 Dec 2022 |
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| Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language |
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14 Dec 2022 |
community repositories only · 5 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; 0 where Syntology's instrument failed) · 3 unverified (2 pointer-only for licence) |
| Reproducible scaling laws for contrastive language-image learning |
5 |
1 |
14 Dec 2022 |
community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence) |
| Co-training 2ᴸ Submodels for Visual Recognition |
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10 |
9 Dec 2022 |
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| Expeditious Saliency-guided Mix-up through Random Gradient Thresholding |
1 |
2 |
9 Dec 2022 |
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| Learning Domain Invariant Prompt for Vision-Language Models |
1 |
1 |
8 Dec 2022 |
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| IncepFormer: Efficient Inception Transformer with Pyramid Pooling for Semantic Segmentation |
1 |
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6 Dec 2022 |
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| Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model |
4 |
16 |
1 Dec 2022 |
community repositories only · 16 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 5 where Syntology's instrument failed) · 7 unverified (10 pointer-only for licence) |
| Pattern Attention Transformer with Doughnut Kernel |
0 |
2 |
30 Nov 2022 |
not harvested |
| Semantic-Aware Local-Global Vision Transformer |
0 |
1 |
27 Nov 2022 |
not harvested |
| Differentially Private Image Classification from Features |
1 |
1 |
24 Nov 2022 |
not harvested |
| An Algorithm for Routing Vectors in Sequences |
1 |
1 |
20 Nov 2022 |
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| Towards All-in-one Pre-training via Maximizing Multi-modal Mutual Information |
1 |
1 |
17 Nov 2022 |
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| Masked Reconstruction Contrastive Learning with Information Bottleneck Principle |
0 |
1 |
15 Nov 2022 |
not harvested |
| EVA: Exploring the Limits of Masked Visual Representation Learning at Scale |
6 |
1 |
14 Nov 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) · 2 unverified |
| AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities |
2 |
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12 Nov 2022 |
official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions |
3 |
6 |
10 Nov 2022 |
official: harvested, nothing 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) · 2 unverified |
| MogaNet: Multi-order Gated Aggregation Network |
7 |
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7 Nov 2022 |
official (archive's flag): 12 ran · 12 ran (of which 7 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified |
| MetaFormer Baselines for Vision |
8 |
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24 Oct 2022 |
community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified |
| Towards Sustainable Self-supervised Learning |
1 |
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20 Oct 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) · 2 unverified; every one of the 6 samples that ran constructed an object rather than computing a result (8 pointer-only for licence) |
| TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers |
1 |
1 |
14 Oct 2022 |
official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result |
| WaveMix-Lite: A Resource-efficient Neural Network for Image Analysis |
1 |
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13 Oct 2022 |
not harvested |
| Online Training Through Time for Spiking Neural Networks |
1 |
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9 Oct 2022 |
official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence) |
| TAN Without a Burn: Scaling Laws of DP-SGD |
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7 Oct 2022 |
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) · 1 unverified (8 pointer-only for licence) |
| MaPLe: Multi-modal Prompt Learning |
3 |
2 |
6 Oct 2022 |
official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence) |
| MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models |
2 |
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4 Oct 2022 |
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| MobileViTv3: Mobile-Friendly Vision Transformer with Simple and Effective Fusion of Local, Global and Input Features |
2 |
6 |
30 Sep 2022 |
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| Dilated Neighborhood Attention Transformer |
7 |
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29 Sep 2022 |
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| Generalized Parametric Contrastive Learning |
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26 Sep 2022 |
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| SAPA: Similarity-Aware Point Affiliation for Feature Upsampling |
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26 Sep 2022 |
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| Mega: Moving Average Equipped Gated Attention |
7 |
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21 Sep 2022 |
official (archive's flag): 3 ran · 12 ran (of which 6 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 4 where Syntology's instrument failed) · 1 unverified (11 pointer-only for licence) |
| MoVQ: Modulating Quantized Vectors for High-Fidelity Image Generation |
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19 Sep 2022 |
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| Enhance the Visual Representation via Discrete Adversarial Training |
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16 Sep 2022 |
official (archive's flag): 9 ran · 10 ran (of which 5 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence) |
| PaLI: A Jointly-Scaled Multilingual Language-Image Model |
1 |
5 |
14 Sep 2022 |
official (archive's flag): 2 ran · 2 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified |
| Exploring Target Representations for Masked Autoencoders |
1 |
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8 Sep 2022 |
official (archive's flag): 11 ran · 11 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; 1 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence) |
| gSwin: Gated MLP Vision Model with Hierarchical Structure of Shifted Window |
0 |
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24 Aug 2022 |
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| Semi-supervised Vision Transformers at Scale |
1 |
7 |
11 Aug 2022 |
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| HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions |
8 |
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28 Jul 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: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified |
| Spatial-Channel Token Distillation for Vision MLPs |
1 |
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23 Jul 2022 |
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| TinyViT: Fast Pretraining Distillation for Small Vision Transformers |
3 |
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21 Jul 2022 |
official (archive's flag): 9 ran · 9 ran (of which 8 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 |
| Weakly Supervised Object Localization via Transformer with Implicit Spatial Calibration |
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21 Jul 2022 |
official (archive's flag): 7 ran · 7 ran (of which 3 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified |
| Tailoring Self-Supervision for Supervised Learning |
1 |
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20 Jul 2022 |
official: harvested, nothing ran · 0 ran · 1 unverified |
| Bootstrapped Masked Autoencoders for Vision BERT Pretraining |
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14 Jul 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 (7 pointer-only for licence) |
| Unsupervised Visual Representation Learning by Synchronous Momentum Grouping |
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13 Jul 2022 |
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 |
| Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios |
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12 Jul 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: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified |
| UniNet: Unified Architecture Search with Convolution, Transformer, and MLP |
2 |
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12 Jul 2022 |
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| Wave-ViT: Unifying Wavelet and Transformers for Visual Representation Learning |
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11 Jul 2022 |
official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| NP-Match: When Neural Processes meet Semi-Supervised Learning |
1 |
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3 Jul 2022 |
official: no sample here; runs from other or unrecorded repositories · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence) |
| RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network |
1 |
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28 Jun 2022 |
official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified |
| EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications |
8 |
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21 Jun 2022 |
community repositories only · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified |
| Vicinity Vision Transformer |
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21 Jun 2022 |
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) · 0 unverified |
| Global Context Vision Transformers |
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20 Jun 2022 |
official (archive's flag): 12 ran · 21 ran (of which 8 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 4 where Syntology's instrument failed) · 15 unverified (15 pointer-only for licence) |
| Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search |
1 |
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20 Jun 2022 |
official: harvested, nothing ran · 0 ran · 3 unverified (3 pointer-only for licence) |
| 0/1 Deep Neural Networks via Block Coordinate Descent |
0 |
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19 Jun 2022 |
not harvested |
| Differentiable Top-k Classification Learning |
1 |
1 |
15 Jun 2022 |
official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified |
| 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 |
| WaveMix: A Resource-efficient Neural Network for Image Analysis |
1 |
1 |
28 May 2022 |
not harvested |
| Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN |
3 |
8 |
27 May 2022 |
not harvested |
| Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation |
1 |
1 |
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) |
| MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers |
1 |
1 |
26 May 2022 |
not harvested |
| TransBoost: Improving the Best ImageNet Performance using Deep Transduction |
1 |
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26 May 2022 |
not harvested |
| An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems |
1 |
1 |
25 May 2022 |
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| A Study on Transformer Configuration and Training Objective |
0 |
3 |
21 May 2022 |
not harvested |