Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum Synthesis Sep 7, 2024 Data Augmentation Domain Generalization
Code Code Available 5 Meta Distribution Alignment for Generalizable Person Re-Identification Jan 1, 2022 Domain Generalization Generalizable Person Re-identification
Code Code Available 5 Mind the Gap: Federated Learning Broadens Domain Generalization in Diagnostic AI Models Oct 1, 2023 Diagnostic Diversity
Code Code Available 5 Divergent Domains, Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading Nov 4, 2024 Diabetic Retinopathy Grading Domain Generalization
Code Code Available 5 Distribution-aware Noisy-label Crack Segmentation Oct 12, 2024 Crack Segmentation Domain Generalization
Code Code Available 5 Bootstrap Generalization Ability from Loss Landscape Perspective Sep 18, 2022 Domain Generalization
Code Code Available 5 Distillation-based fabric anomaly detection Jan 4, 2024 Anomaly Detection Defect Detection
Code Code Available 5 Boosting Cross-Domain Point Classification via Distilling Relational Priors from 2D Transformers Jul 26, 2024 Domain Adaptation Domain Generalization
Code Code Available 5 ConStyX: Content Style Augmentation for Generalizable Medical Image Segmentation Jun 12, 2025 Domain Generalization Image Segmentation
Code Code Available 5 Magnification Generalization for Histopathology Image Embedding Jan 18, 2021 Breast Cancer Histology Image Classification Classification Of Breast Cancer Histology Images
Code Code Available 5 Discriminative Radial Domain Adaptation Jan 1, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 Leveraging Vision-Language Models for Visual Grounding and Analysis of Automotive UI May 9, 2025 4k Domain Generalization
Code Code Available 5 Binary domain generalization for sparsifying binary neural networks Jun 23, 2023 Binarization Domain Generalization
Code Code Available 5 LFME: A Simple Framework for Learning from Multiple Experts in Domain Generalization Oct 22, 2024 Domain Generalization
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 Discrete Representations Strengthen Vision Transformer Robustness Nov 20, 2021 Domain Generalization Image Classification
Code Code Available 5 Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization Jul 21, 2024 Domain Generalization parameter-efficient fine-tuning
Code Code Available 5 Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition Mar 21, 2022 Domain Generalization named-entity-recognition
Code Code Available 5 Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration Feb 22, 2024 counterfactual Domain Generalization
Code Code Available 5 Hallucinating Agnostic Images to Generalize Across Domains Aug 3, 2018 Domain Adaptation Domain Generalization
Code Code Available 5 Learning to Learn Single Domain Generalization Mar 30, 2020 Domain Generalization Meta-Learning
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 Direct-Effect Risk Minimization for Domain Generalization Nov 26, 2022 Causal Inference Domain Generalization
Code Code Available 5 Learning to Generalize for Cross-domain QA May 14, 2023 Data Augmentation Domain Generalization
Code Code Available 5 Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection from Chest X-rays Feb 27, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 