Identifying Knowledge Editing Types in Large Language Models Sep 29, 2024 Domain Generalization knowledge editing
Code Code Available Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness Oct 27, 2024 Domain Generalization Few-Shot Learning
Code Code Available Single-model uncertainty quantification in neural network potentials does not consistently outperform model ensembles May 2, 2023 Active Learning Domain Generalization
Code Code Available Domain-agnostic Question-Answering with Adversarial Training Oct 21, 2019 Domain Generalization Question Answering
Code Code Available How Does Distribution Matching Help Domain Generalization: An Information-theoretic Analysis Jun 14, 2024 Domain Generalization
Code Code Available Towards Full-scene Domain Generalization in Multi-agent Collaborative Bird's Eye View Segmentation for Connected and Autonomous Driving Nov 28, 2023 Autonomous Driving Autonomous Vehicles
Code Code Available On the challenges of detecting MCI using EEG in the wild Jan 15, 2025 Domain Generalization EEG
Code Code Available Histopathological Image Analysis with Style-Augmented Feature Domain Mixing for Improved Generalization Oct 31, 2023 Data Augmentation Domain Generalization
Code Code Available Benchmarking Domain Generalization Algorithms in Computational Pathology Sep 25, 2024 Benchmarking Data Augmentation
Code Code Available Slimmable Domain Adaptation Jun 14, 2022 Domain Adaptation Domain Generalization
Code Code Available BatStyler: Advancing Multi-category Style Generation for Source-free Domain Generalization Jan 2, 2025 Domain Generalization Source-free Domain Generalization
Code Code Available On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization Jul 17, 2023 Autonomous Driving Domain Generalization
Code Code Available Domain Adversarial Neural Networks for Domain Generalization: When It Works and How to Improve Feb 7, 2021 Domain Adaptation Domain Generalization
Code Code Available Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning Apr 6, 2024 Domain Generalization Image Retrieval
Code Code Available Barycentric-alignment and reconstruction loss minimization for domain generalization Sep 4, 2021 Domain Generalization Representation Learning
Code Code Available Unsupervised Anomaly Detection in Multivariate Time Series across Heterogeneous Domains Mar 29, 2025 Anomaly Detection Benchmarking
Code Code Available On the Interplay of Human-AI Alignment,Fairness, and Performance Trade-offs in Medical Imaging May 15, 2025 Domain Generalization Fairness
Code Code Available HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning Mar 7, 2024 Domain Generalization Fairness
Code Code Available Doge Tickets: Uncovering Domain-general Language Models by Playing Lottery Tickets Jul 20, 2022 Domain Generalization
Code Code Available On the Minimal Degree Bias in Generalization on the Unseen for non-Boolean Functions Jun 10, 2024 Domain Generalization
Code Code Available On the Universal Truthfulness Hyperplane Inside LLMs Jul 11, 2024 Diversity Domain Generalization
Code Code Available Heterogeneous Domain Generalization via Domain Mixup Sep 11, 2020 Domain Generalization
Code Code Available ConStyX: Content Style Augmentation for Generalizable Medical Image Segmentation Jun 12, 2025 Domain Generalization Image Segmentation
Code Code Available HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation Sep 13, 2021 Data Augmentation Domain Generalization
Code Code Available DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets Oct 13, 2020 Domain Generalization Image Segmentation
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