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Domain Generalization

1760 directly classified papers

Papers per year

Papers

SeaClips: A Video Dataset for Maritime Object Detection. WACV 2026

Uncertainty-Aware Subset Selection for Robust Visual Explainability under Distribution Shifts WACV 2026

From Bands to Depth: Understanding Bathymetry Decisions on Sentinel-2 WACV 2026

Can We Challenge Open-Vocabulary Object Detectors with Generated Content in Street Scenes? WACV 2026

Towards Offline Imitation Learning: Strictly Batch Settings, Generalization, and Variability in Expertise AAAI 2026

Analysing Satellite Imagery Classification Under Spatial Domain Shift Across Geographic Regions (Abstract Reprint) AAAI 2026

Experience with Single Domain Generalization in Real World Medical Imaging Deployments AAAI 2026

Generalizable Slum Detection from Satellite Imagery with Mixture-of-Experts AAAI 2026

GREAT: Generalizable Representation Enhancement via Auxiliary Transformations for Zero-Shot Environmental Prediction AAAI 2026

Boosting Cross-problem Generalization in Diffusion-Based Neural Combinatorial Solver via Inference Time Adaptation AAAI 2026

MegaCoin: Enhancing Medium-Grained Color Perception for Vision-Language Models AAAI 2026

TWINFUZZ: Dual-Model Fuzzing for Robustness Generalization in Deep Learning AAAI 2026

Scaling Cultural Resources for Improving Generative Models EACL 2026

From Imitation to Discrimination: Toward a Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks AAAI 2026

Learning Beyond Domains: Misleading Prompts and Pseudo-Label Contrast for Text Domain Generalization AAAI 2026

Easy for Children, Hard for AI: The Limits of Multimodal LLMs in Early Childhood Learning AAAI 2026

Is Your (Reasoning) Multimodal Language Model Vulnerable Toward Distractions? AAAI 2026

Distribution Shift Is Key to Learning Invariant Prediction AAAI 2026

PQDA:Policy-Aligned Q-Consistency Meets Decoupled Augmentation for Generalizable Visual RL AAAI 2026

FuseMine: Robust Multi-Modal Compound-Protein Interaction Prediction via Differential Attention Feature Mining AAAI 2026

SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias AAAI 2026

MultiTab: A Scalable Foundation for Multitask Learning on Tabular Data AAAI 2026

Modality-Balanced Collaborative Distillation for Multi-Modal Domain Generalization AAAI 2026

Energy-guided Dual Domain-invariant Prompting Framework with Fourier Regularization for Generalized Few-Shot Medical Segmentation AAAI 2026

Correcting False Alarms from Unseen: Adapting Graph Anomaly Detectors at Test Time AAAI 2026