Domain Generalization

Do GUI Grounders Truly Understand UI Elements? EACL 2026 Domain-Aware Suppression and Aggregation for Federated DG ReID AAAI 2026 Domain Generalizing DINO for Visual Regression via Latent Distractor Subspace Consistency WACV 2026 Do We Need Perfect Data? Leveraging Noise for Domain Generalized Segmentation AAAI 2026 Earth-Adapter: Bridge the Geospatial Domain Gaps with a Frequency-Guided Mixture of Adapters AAAI 2026 Easy for Children, Hard for AI: The Limits of Multimodal LLMs in Early Childhood Learning AAAI 2026 EMODIS: A Benchmark for Context-Dependent Emoji Disambiguation in Large Language Models AAAI 2026 Enabling Delayed-Full Charging Through Transformer-Based Real-Time-to-Departure Modeling for EV Battery Longevity AAAI 2026 Energy-guided Dual Domain-invariant Prompting Framework with Fourier Regularization for Generalized Few-Shot Medical Segmentation AAAI 2026 Experience with Single Domain Generalization in Real World Medical Imaging Deployments AAAI 2026 Exploring Domain Generalization and Subpopulation Shift for Generalizable Graph-Level Anomaly Detection AAAI 2026 Fair Domain Generalization: An Information-Theoretic View AAAI 2026 FedARKS: Federated Aggregation via Robust and Discriminative Knowledge Selection and Integration for Person Re-identification AAAI 2026 Fine-Grained Generalization via Structuralizing Concept and Feature Space into Commonality, Specificity and Confounding AAAI 2026 Frequency-Aware Vision-Language Multimodality Generalization Network for Remote Sensing Image Classification AAAI 2026 From Attribution to Action: Jointly ALIGNing Predictions and Explanations AAAI 2026 From Bands to Depth: Understanding Bathymetry Decisions on Sentinel-2 WACV 2026 From Imitation to Discrimination: Toward a Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks AAAI 2026 FuseMine: Robust Multi-Modal Compound-Protein Interaction Prediction via Differential Attention Feature Mining AAAI 2026 Generalizable Heterogeneity-aware Federated Feature and Basic-matrix Consistency Learning AAAI 2026 Generalizable Slum Detection from Satellite Imagery with Mixture-of-Experts AAAI 2026 Generalization of Real World Video Deblurring By Image-to-Image Translation WACV 2026 Generalizing Sports Feedback Generation by Watching Competitions and Reading Books: A Rock Climbing Case Study WACV 2026 Graph Out-of-Distribution Detection via Test-Time Calibration with Dual Dynamic Dictionaries AAAI 2026 GREAT: Generalizable Representation Enhancement via Auxiliary Transformations for Zero-Shot Environmental Prediction AAAI 2026