LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval Dec 6, 2022 Domain Generalization Natural Language Inference
Code Code Available 5 Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet Guidance Feb 28, 2024 Autonomous Driving Domain Adaptation
Code Code Available 5 Language-Driven Dual Style Mixing for Single-Domain Generalized Object Detection May 12, 2025 Domain Generalization Image Augmentation
Code Code Available 5 Domain Generalization via Semi-supervised Meta Learning Sep 26, 2020 Domain Generalization Meta-Learning
Code Code Available 5 Color-Quality Invariance for Robust Medical Image Segmentation Feb 11, 2025 Domain Generalization Image Segmentation
Code Code Available 5 GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts Feb 15, 2025 Domain Generalization
Code Code Available 5 PLACE dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization Dec 7, 2021 Domain Generalization
Code Code Available 5 Collaborative Semantic Aggregation and Calibration for Federated Domain Generalization Oct 13, 2021 Domain Generalization
Code Code Available 5 Domain Generalization via Nuclear Norm Regularization Mar 13, 2023 Domain Generalization
Code Code Available 5 ADOD: Adaptive Domain-Aware Object Detection with Residual Attention for Underwater Environments Dec 11, 2023 domain classification Domain Generalization
Code Code Available 5 Joint covariate-alignment and concept-alignment: a framework for domain generalization Aug 1, 2022 Concept Alignment Domain Generalization
Code Code Available 5 Domain Generalization via Model-Agnostic Learning of Semantic Features Oct 29, 2019 Domain Generalization General Knowledge
Code Code Available 5 Domain generalization via invariant feature representation Oct 18, 2013 Domain Generalization
Code Code Available 5 Simple Disentanglement of Style and Content in Visual Representations Feb 20, 2023 Disentanglement Domain Generalization
Code Code Available 5 Invariant Models for Causal Transfer Learning Jul 19, 2015 Domain Generalization Transfer Learning
Code Code Available 5 IRS: Incremental Relationship-guided Segmentation for Digital Pathology May 28, 2025 Continual Learning Domain Generalization
Code Code Available 5 LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration Aug 28, 2023 Domain Generalization
Code Code Available 5 A principled approach to model validation in domain generalization Apr 2, 2023 Classification Domain Generalization
Code Code Available 5 Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder May 16, 2022 Domain Generalization Evolving Domain Generalization
Code Code Available 5 Direct-Effect Risk Minimization for Domain Generalization Nov 26, 2022 Causal Inference Domain Generalization
Code Code Available 5 Mixstyle-Entropy: Domain Generalization with Causal Intervention and Perturbation Aug 7, 2024 Domain Generalization
Code Code Available 5 Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness Oct 27, 2024 Domain Generalization Few-Shot Learning
Code Code Available 5 Information Subtraction: Learning Representations for Conditional Entropy Jan 2, 2025 Domain Generalization
Code Code Available 5 Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification Oct 6, 2024 Classification Domain Generalization
Code Code Available 5 Domain Generalization Using a Mixture of Multiple Latent Domains Nov 18, 2019 Clustering Domain Generalization
Code Code Available 5 Domain Generalization through the Lens of Angular Invariance Oct 28, 2022 Domain Generalization Representation Learning
Code Code Available 5 Automated Domain Discovery from Multiple Sources to Improve Zero-Shot Generalization Dec 17, 2021 Domain Generalization Zero-shot Generalization
Code Code Available 5 Domain Generalization through Attenuation of Domain-Specific Information Apr 9, 2025 Domain Generalization Semantic Segmentation
Code Code Available 5 Improving Generalization with Domain Convex Game Mar 23, 2023 Diversity Domain Generalization
Code Code Available 5 Improved RAMEN: Towards Domain Generalization for Visual Question Answering Sep 6, 2021 Domain Generalization Question Answering
Code Code Available 5 IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification Aug 23, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 Domain Generalization of 3D Object Detection by Density-Resampling Nov 17, 2023 3D Object Detection Data Augmentation
Code Code Available 5 A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems Sep 15, 2022 Domain Generalization Fine-Grained Image Classification
Code Code Available 5 Domain Generalization In Robust Invariant Representation Apr 7, 2023 Domain Generalization Object Recognition
Code Code Available 5 CLAP-S: Support Set Based Adaptation for Downstream Fiber-optic Acoustic Recognition Jan 16, 2025 Domain Generalization
Code Code Available 5 IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models Apr 21, 2024 Domain Generalization Representation Learning
Code Code Available 5 Discriminative Adversarial Domain Generalization with Meta-learning based Cross-domain Validation Nov 1, 2020 BIG-bench Machine Learning Domain Generalization
Code Code Available 5 Improving Domain Generalization by Learning without Forgetting: Application in Retail Checkout Jul 12, 2022 Domain Generalization
Code Code Available 5 Rethinking LiDAR Domain Generalization: Single Source as Multiple Density Domains Dec 19, 2023 Domain Generalization LIDAR Semantic Segmentation
Code Code Available 5 Histopathological Image Analysis with Style-Augmented Feature Domain Mixing for Improved Generalization Oct 31, 2023 Data Augmentation Domain Generalization
Code Code Available 5 How Does Distribution Matching Help Domain Generalization: An Information-theoretic Analysis Jun 14, 2024 Domain Generalization
Code Code Available 5 GRAIL: Graph Edit Distance and Node Alignment Using LLM-Generated Code May 4, 2025 Domain Generalization
Code Code Available 5 Heterogeneous Domain Generalization via Domain Mixup Sep 11, 2020 Domain Generalization
Code Code Available 5 Choosing Wisely and Learning Deeply: Selective Cross-Modality Distillation via CLIP for Domain Generalization Nov 26, 2023 Domain Generalization
Code Code Available 5 Graph Learning in the Era of LLMs: A Survey from the Perspective of Data, Models, and Tasks Dec 17, 2024 Domain Generalization Graph Learning
Code Code Available 5 Grounding Stylistic Domain Generalization with Quantitative Domain Shift Measures and Synthetic Scene Images May 24, 2024 Domain Generalization image-classification
Code Code Available 5 HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning Mar 7, 2024 Domain Generalization Fairness
Code Code Available 5 Harmonization with Flow-based Causal Inference Jun 12, 2021 Causal Inference counterfactual
Code Code Available 5 HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation Sep 13, 2021 Data Augmentation Domain Generalization
Code Code Available 5 Identifying Knowledge Editing Types in Large Language Models Sep 29, 2024 Domain Generalization knowledge editing
Code Code Available 5 