| EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters |
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6 Feb 2024 |
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| InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks |
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21 Dec 2023 |
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) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (2 pointer-only for licence) |
| Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models |
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11 Dec 2023 |
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| TransNeXt: Robust Foveal Visual Perception for Vision Transformers |
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28 Nov 2023 |
official (archive's flag): 2 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) · 0 unverified |
| Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models |
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2 Nov 2023 |
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 |
| Self-regulating Prompts: Foundational Model Adaptation without Forgetting |
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13 Jul 2023 |
official (archive's flag): 4 ran · 17 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; 4 where Syntology's instrument failed) · 4 unverified (3 pointer-only for licence) |
| Consistency-guided Prompt Learning for Vision-Language Models |
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1 Jun 2023 |
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| Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition |
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10 Apr 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 |
| AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities |
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12 Nov 2022 |
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| MetaFormer Baselines for Vision |
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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 |
| MaPLe: Multi-modal Prompt Learning |
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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) |
| 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 |
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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 |
| CoCa: Contrastive Captioners are Image-Text Foundation Models |
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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 |
| Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time |
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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 |
| Conditional Prompt Learning for Vision-Language Models |
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10 Mar 2022 |
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| A ConvNet for the 2020s |
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10 Jan 2022 |
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| Masked Autoencoders Are Scalable Vision Learners |
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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) |
| Global Filter Networks for Image Classification |
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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) |
| If your data distribution shifts, use self-learning |
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27 Apr 2021 |
official (archive's flag): 2 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 |
| Learning Transferable Visual Models From Natural Language Supervision |
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26 Feb 2021 |
official: no sample here; runs from other or unrecorded repositories · 16 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 14 where Syntology's instrument failed) · 4 unverified (16 pointer-only for licence) |
| Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision |
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11 Feb 2021 |
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| On Feature Normalization and Data Augmentation |
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25 Feb 2020 |
official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 8 unverified (2 pointer-only for licence) |
| Natural Adversarial Examples |
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16 Jul 2019 |
official (archive's flag): 4 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) · 0 unverified (1 pointer-only for licence) |
| CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features |
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13 May 2019 |
community repositories only · 17 ran (of which 6 constructed an object rather than computing a result; 11 with no instrument failure: 2 honoured, 0 violated, 9 with no contract checked; 6 where Syntology's instrument failed) · 7 unverified (5 pointer-only for licence) |
| ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness |
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29 Nov 2018 |
community repositories only · 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) · 3 unverified |
| mixup: Beyond Empirical Risk Minimization |
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25 Oct 2017 |
community repositories only · 36 ran (of which 5 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 20 where Syntology's instrument failed) · 11 unverified (15 pointer-only for licence) |
| Improved Regularization of Convolutional Neural Networks with Cutout |
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15 Aug 2017 |
community repositories only · 21 ran (of which 3 constructed an object rather than computing a result; 9 with no instrument failure: 3 honoured, 3 violated, 3 with no contract checked; 12 where Syntology's instrument failed) · 3 unverified (5 pointer-only for licence) |
| Deep Residual Learning for Image Recognition |
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10 Dec 2015 |
official: no sample here; runs from other or unrecorded repositories · 254 ran (of which 108 constructed an object rather than computing a result; 166 with no instrument failure: 3 honoured, 1 violated, 162 with no contract checked; 88 where Syntology's instrument failed) · 123 unverified (193 pointer-only for licence) |