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| Causally Inspired Regularization Enables Domain General Representations |
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| Learning Conditional Invariances through Non-Commutativity |
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| Understanding Domain Generalization: A Noise Robustness Perspective |
26 Jan 2024 |
qiaoruiyt/NoiseRobustDG/domainbed/algorithms.py b0bc80b1655a6802 |
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| Unlocking Emergent Modularity in Large Language Models |
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qiuzh20/emoe/Vision/domainbed/algorithms.py b0bc80b1655a6802 |
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| Invariant Learning via Probability of Sufficient and Necessary Causes |
22 Sep 2023 |
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12 Sep 2023 |
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| Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs |
11 Sep 2023 |
intel/auto-round/auto_round/algorithms/config_resolver.py 8dc37cb8349ffb98 |
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Apache-2.0 (permissive) |
| When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations |
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| Cross Contrasting Feature Perturbation for Domain Generalization |
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hackmebroo/ccfp/algorithms.py b0bc80b1655a6802 |
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| An Empirical Study of Pre-trained Model Selection for Out-of-Distribution Generalization and Calibration |
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| Distribution Shift Inversion for Out-of-Distribution Prediction |
14 Jun 2023 |
yu-rp/distribution-shift-iverson/DSI/Predictor/domainbed_part/algorithms.py b0bc80b1655a6802 |
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Apache-2.0 (permissive) |
| Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation |
2 May 2023 |
xpitfire/iwa/algorithms/algorithms.py b0bc80b1655a6802 |
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MIT (permissive) |
| PGrad: Learning Principal Gradients For Domain Generalization |
2 May 2023 |
qdata/pgrad/domainbed/algorithms.py b0bc80b1655a6802 |
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| TFS-ViT: Token-Level Feature Stylization for Domain Generalization |
28 Mar 2023 |
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microsoft/personalizedfl/alg/algs.py b0bc80b1655a6802 |
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| Change is Hard: A Closer Look at Subpopulation Shift |
23 Feb 2023 |
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| Domain Adaptation for Time Series Under Feature and Label Shifts |
6 Feb 2023 |
mims-harvard/Raincoat/algorithms/algorithms.py b0bc80b1655a6802 |
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| Free Lunch for Domain Adversarial Training: Environment Label Smoothing |
1 Feb 2023 |
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| Contrastive Domain Adaptation for Time-Series via Temporal Mixup |
3 Dec 2022 |
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| Empirical Study on Optimizer Selection for Out-of-Distribution Generalization |
15 Nov 2022 |
hiroki11x/optimizer_comparison_ood/domainbed/algorithms.py b0bc80b1655a6802 |
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Apache-2.0 (permissive) |
| Improving Out-of-Distribution Generalization by Adversarial Training with Structured Priors |
13 Oct 2022 |
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| Prompt Vision Transformer for Domain Generalization |
18 Aug 2022 |
zhengzangw/DoPrompt/domainbed/algorithms.py b0bc80b1655a6802 |
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| Test-Time Adaptation via Self-Training with Nearest Neighbor Information |
8 Jul 2022 |
mingukjang/tast/domainbed/adapt_algorithms.py b0bc80b1655a6802 |
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| Causal Balancing for Domain Generalization |
10 Jun 2022 |
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| Sparse Mixture-of-Experts are Domain Generalizable Learners |
8 Jun 2022 |
luodian/sf-moe-dg/domainbed/algorithms.py b0bc80b1655a6802 |
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| The Missing Invariance Principle Found -- the Reciprocal Twin of Invariant Risk Minimization |
29 May 2022 |
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| FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction |
26 May 2022 |
lins-lab/fedbr/fedbr/algorithms.py b0bc80b1655a6802 |
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Apache-2.0 (permissive) |
| Diverse Weight Averaging for Out-of-Distribution Generalization |
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alexrame/diwa/domainbed/algorithms.py b0bc80b1655a6802 |
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Apache-2.0 (permissive) |
| ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data |
15 Mar 2022 |
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| Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains |
25 Nov 2021 |
shogi880/DPLCLIP/domainbed/adapt_algorithms.py b0bc80b1655a6802 |
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| Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization |
11 Jun 2021 |
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| Quantifying and Improving Transferability in Domain Generalization |
7 Jun 2021 |
facebookresearch/domainbed/domainbed/algorithms.py b0bc80b1655a6802 |
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MIT (permissive) |
| SAND-mask: An Enhanced Gradient Masking Strategy for the Discovery of Invariances in Domain Generalization |
4 Jun 2021 |
shahtalebi/SAND-mask/domainbed/algorithms.py b0bc80b1655a6802 |
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| SelfReg: Self-supervised Contrastive Regularization for Domain Generalization |
20 Apr 2021 |
dnap512/SelfReg/domainbed_code/algorithms.py b0bc80b1655a6802 |
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MIT (permissive) |
| Adaptive Risk Minimization: Learning to Adapt to Domain Shift |
6 Jul 2020 |
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| In Search of Lost Domain Generalization |
2 Jul 2020 |
identical code first harvested elsewhere b0bc80b1655a6802 |
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| Invariant Risk Minimization |
5 Jul 2019 |
katoro8989/irm_variants_calibration/domainbed/algorithms.py b0bc80b1655a6802 |
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Apache-2.0 (permissive) |
| arXiv:aaai_28994 |
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Alrash/EDM/src/DeepDG/alg/alg.py 2676a45c41ebada6 |
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MIT (permissive) |