| iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval |
2 |
3 |
5 May 2024 |
official: no sample here; runs from other or unrecorded repositories · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (4 pointer-only for licence) |
| MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions |
1 |
4 |
28 Mar 2024 |
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 |
| EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters |
2 |
1 |
6 Feb 2024 |
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 (4 pointer-only for licence) |
| Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models |
2 |
1 |
11 Dec 2023 |
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) · 3 unverified (5 pointer-only for licence) |
| Language-only Efficient Training of Zero-shot Composed Image Retrieval |
1 |
1 |
4 Dec 2023 |
official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (8 pointer-only for licence) |
| Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models |
1 |
1 |
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 |
| Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval |
1 |
1 |
28 Sep 2023 |
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 |
| Self-regulating Prompts: Foundational Model Adaptation without Forgetting |
2 |
1 |
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 |
2 |
1 |
1 Jun 2023 |
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) · 3 unverified (4 pointer-only for licence) |
| Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition |
1 |
1 |
10 Apr 2023 |
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) · 2 unverified (3 pointer-only for licence) |
| EVA-CLIP: Improved Training Techniques for CLIP at Scale |
4 |
1 |
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 |
| Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval |
1 |
1 |
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 |
| AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities |
2 |
1 |
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) |
| MetaFormer Baselines for Vision |
8 |
8 |
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 |
3 |
1 |
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 |
1 |
1 |
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 |
2 |
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 |
6 |
1 |
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 |
5 |
1 |
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 |
| 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 |
| Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time |
6 |
3 |
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 |
1 |
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) |
| A ConvNet for the 2020s |
54 |
1 |
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) |
| PRIME: A few primitives can boost robustness to common corruptions |
1 |
2 |
27 Dec 2021 |
official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 3 honoured, 1 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified |
| Masked Autoencoders Are Scalable Vision Learners |
58 |
1 |
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) |
| If your data distribution shifts, use self-learning |
1 |
4 |
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 |
82 |
2 |
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 |
5 |
1 |
11 Feb 2021 |
8 ran (of which 6 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (9 pointer-only for licence) |
| Improving robustness against common corruptions by covariate shift adaptation |
2 |
3 |
30 Jun 2020 |
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 |
| The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization |
1 |
2 |
29 Jun 2020 |
official (archive's flag): 14 ran · 14 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 12 where Syntology's instrument failed) · 0 unverified |
| AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty |
15 |
1 |
5 Dec 2019 |
official (archive's flag): 12 ran · 46 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 4 honoured, 2 violated, 3 with no contract checked; 37 where Syntology's instrument failed) · 5 unverified (25 pointer-only for licence) |
| ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness |
7 |
1 |
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 |
| Deep Residual Learning for Image Recognition |
484 |
1 |
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) |