| Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation |
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4 Jun 2025 |
official (archive's flag): 8 ran · 8 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; 0 where Syntology's instrument failed) · 3 unverified |
| Enhancing Domain Adaptation through Prompt Gradient Alignment |
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3 |
13 Jun 2024 |
official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (12 pointer-only for licence) |
| Proxy Denoising for Source-Free Domain Adaptation |
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3 Jun 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: 1 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (3 pointer-only for licence) |
| Soft Prompt Generation for Domain Generalization |
1 |
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30 Apr 2024 |
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) · 3 unverified (2 pointer-only for licence) |
| LEAD: Learning Decomposition for Source-free Universal Domain Adaptation |
2 |
1 |
6 Mar 2024 |
official (archive's flag): 1 ran · 9 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; 6 where Syntology's instrument failed) · 2 unverified (9 pointer-only for licence) |
| Prompt-based Distribution Alignment for Unsupervised Domain Adaptation |
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15 Dec 2023 |
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) · 0 unverified |
| MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation |
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13 Dec 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 |
| Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification |
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12 Oct 2023 |
official (archive's flag): 12 ran · 12 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; 1 where Syntology's instrument failed) · 3 unverified (2 pointer-only for licence) |
| PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization |
1 |
3 |
27 Jul 2023 |
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 |
| POEM: Polarization of Embeddings for Domain-Invariant Representations |
1 |
1 |
22 May 2023 |
official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (2 pointer-only for licence) |
| Domain-aware Triplet loss in Domain Generalization |
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1 Mar 2023 |
official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (1 pointer-only for licence) |
| Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation |
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3 Feb 2023 |
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) · 2 unverified (1 pointer-only for licence) |
| Free Lunch for Domain Adversarial Training: Environment Label Smoothing |
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1 Feb 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) · 1 unverified (2 pointer-only for licence) |
| Domain Generalization by Learning and Removing Domain-specific Features |
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14 Dec 2022 |
official (archive's flag): 6 ran · 6 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; 2 where Syntology's instrument failed) · 1 unverified |
| Unified Optimal Transport Framework for Universal Domain Adaptation |
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31 Oct 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, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified |
| Sparse Mixture-of-Experts are Domain Generalizable Learners |
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8 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: 0 honoured, 0 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (14 pointer-only for licence) |
| Dynamic Domain Generalization |
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1 |
27 May 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 (1 pointer-only for licence) |
| Safe Self-Refinement for Transformer-based Domain Adaptation |
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16 Apr 2022 |
official (archive's flag): 8 ran · 9 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; 6 where Syntology's instrument failed) · 10 unverified (1 pointer-only for licence) |
| Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation |
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8 Apr 2022 |
official (archive's flag): 2 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 (2 pointer-only for licence) |
| Domain Generalization by Mutual-Information Regularization with Pre-trained Models |
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21 Mar 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: 1 honoured, 0 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (3 pointer-only for licence) |
| Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains |
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25 Nov 2021 |
official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 1 violated, 7 with no contract checked; 4 where Syntology's instrument failed) · 5 unverified (17 pointer-only for licence) |
| Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization |
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21 Oct 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) · 0 unverified (2 pointer-only for licence) |
| CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation |
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13 Sep 2021 |
official (archive's flag): 6 ran · 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) · 2 unverified (2 pointer-only for licence) |
| Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization |
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7 Sep 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) |
| OVANet: One-vs-All Network for Universal Domain Adaptation |
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7 Apr 2021 |
official (archive's flag): 8 ran · 9 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; 2 where Syntology's instrument failed) · 3 unverified (2 pointer-only for licence) |
| Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation |
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1 Apr 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) · 4 unverified (6 pointer-only for licence) |
| SWAD: Domain Generalization by Seeking Flat Minima |
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1 |
17 Feb 2021 |
official (archive's flag): 2 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) · 1 unverified; every one of the 2 samples that ran constructed an object rather than computing a result |
| Self-Challenging Improves Cross-Domain Generalization |
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5 Jul 2020 |
6 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; 2 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence) |
| A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation |
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5 Mar 2020 |
official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 2 honoured, 0 violated, 2 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (4 pointer-only for licence) |
| Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation |
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20 Feb 2020 |
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) |
| Entropy Minimization vs. Diversity Maximization for Domain Adaptation |
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5 Feb 2020 |
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 (3 pointer-only for licence) |
| Minimum Class Confusion for Versatile Domain Adaptation |
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1 |
8 Dec 2019 |
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) · 3 unverified (4 pointer-only for licence) |
| Deep Residual Learning for Image Recognition |
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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) |
| Domain-Adversarial Training of Neural Networks |
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28 May 2015 |
35 ran (of which 11 constructed an object rather than computing a result; 18 with no instrument failure: 1 honoured, 0 violated, 17 with no contract checked; 17 where Syntology's instrument failed) · 17 unverified (22 pointer-only for licence) |
| Learning Transferable Features with Deep Adaptation Networks |
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1 |
10 Feb 2015 |
2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified |
| Unsupervised Domain Adaptation by Backpropagation |
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26 Sep 2014 |
34 ran (of which 11 constructed an object rather than computing a result; 22 with no instrument failure: 6 honoured, 1 violated, 15 with no contract checked; 12 where Syntology's instrument failed) · 7 unverified (14 pointer-only for licence) |