Frequency-Based Federated Domain Generalization for Polyp Segmentation Oct 2, 2024 Domain Generalization Federated Learning
Code Code Available 5 Deep Spatial Domain Generalization Oct 3, 2022 Domain Generalization Graph Neural Network
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 DomCLP: Domain-wise Contrastive Learning with Prototype Mixup for Unsupervised Domain Generalization Dec 12, 2024 Contrastive Learning Domain Generalization
Code Code Available 5 Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation Jul 1, 2023 Decoder Domain Adaptation
Code Code Available 5 DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization Oct 21, 2024 Abstractive Text Summarization Domain Generalization
Code Code Available 5 Learning to Generalize for Cross-domain QA May 14, 2023 Data Augmentation Domain Generalization
Code Code Available 5 Domain Separation Networks Aug 22, 2016 Domain Adaptation Domain Generalization
Code Code Available 5 A separability-based approach to quantifying generalization: which layer is best? May 2, 2024 Domain Adaptation 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 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 an Explicit Hyperparameter Prediction Function Conditioned on Tasks Jul 6, 2021 BIG-bench Machine Learning Domain Generalization
Code Code Available 5 ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalization Mar 14, 2024 Classification Disentanglement
Code Code Available 5 Conditional entropy minimization principle for learning domain invariant representation features Jan 25, 2022 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-Inspired Sharpness-Aware Minimization Under Domain Shifts May 29, 2024 Domain Generalization parameter-efficient fine-tuning
Code Code Available 5 Domain Information Control at Inference Time for Acoustic Scene Classification Jun 13, 2023 Acoustic Scene Classification Domain Generalization
Code Code Available 5 Domain-independent detection of known anomalies Jul 3, 2024 Anomaly Detection
Code Code Available 5 Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization Sep 4, 2024 Domain Generalization Semi-Supervised Domain Generalization
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 Learning Beyond Experience: Generalizing to Unseen State Space with Reservoir Computing Jun 5, 2025 Domain Generalization
Code Code Available 5 Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models Jun 15, 2024 Domain Generalization
Code Code Available 5 Domain Generalized Object Detection for Remote Sensing Images Jul 7, 2023 Domain Generalization Management
Code Code Available 5 Artifact-Based Domain Generalization of Skin Lesion Models Aug 20, 2022 Domain Generalization Out-of-Distribution Generalization
Code Code Available 5 Domain Generalization with Vital Phase Augmentation Dec 27, 2023 Data Augmentation Domain Generalization
Code Code Available 5 A review of domain adaptation without target labels Jan 16, 2019 Domain Adaptation 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 Information Subtraction: Learning Representations for Conditional Entropy Jan 2, 2025 Domain Generalization
Code Code Available 5 Mixstyle-Entropy: Domain Generalization with Causal Intervention and Perturbation Aug 7, 2024 Domain Generalization
Code Code Available 5 Domain Generalization with Fourier Transform and Soft Thresholding Sep 18, 2023 Domain Generalization Image Augmentation
Code Code Available 5 Domain Generalization with Correlated Style Uncertainty Dec 20, 2022 Domain Generalization Retrieval
Code Code Available 5 A Cross-Domain Transferable Neural Coherence Model May 28, 2019 Articles Domain Generalization
Code Code Available 5 Invariant Models for Causal Transfer Learning Jul 19, 2015 Domain Generalization Transfer Learning
Code Code Available 5 Improving Domain Generalization by Learning without Forgetting: Application in Retail Checkout Jul 12, 2022 Domain Generalization
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 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 Generalizable Single-Source Cross-modality Medical Image Segmentation via Invariant Causal Mechanisms Nov 7, 2024 Domain Generalization Image Segmentation
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 Improving Generalization with Domain Convex Game Mar 23, 2023 Diversity 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 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 IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification Aug 23, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 Identifying Knowledge Editing Types in Large Language Models Sep 29, 2024 Domain Generalization knowledge editing
Code Code Available 5 Rethinking Table Instruction Tuning Jan 24, 2025 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 Automated Domain Discovery from Multiple Sources to Improve Zero-Shot Generalization Dec 17, 2021 Domain Generalization Zero-shot Generalization
Code Code Available 5 