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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Spacewalk-18: A Benchmark for Multimodal and Long-form Procedural Video Understanding in Novel Domains WACV 2026

SPARTA: Evaluating Reasoning Segmentation Robustness through Black-Box Adversarial Paraphrasing in Text Autoencoder Latent Space EACL 2026

Zero-Shot Open-Schema Entity Structure Discovery EACL 2026

Scaling Cultural Resources for Improving Generative Models EACL 2026

Wi-CBR: Salient-aware Adaptive WiFi Sensing for Cross-domain Behavior Recognition AAAI 2026

AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection AAAI 2026

Decision-Driven Orthogonal Learning with Complementary Feature Mining for Robust Synthetic Image Detection AAAI 2026

PromptMoE: Generalizable Zero-Shot Anomaly Detection via Visually-Guided Prompt Mixtures AAAI 2026

Decoupling Scene Perception and Ego Status: A Multi-Context Fusion Approach for Enhanced Generalization in End-to-End Autonomous Driving AAAI 2026

SWIFT：A General Sensitive Weight Identification Framework for Fast Sensor-Transfer Pansharpening AAAI 2026

Not Just What’s There: Enabling CLIP to Comprehend Negated Visual Descriptions Without Fine-Tuning AAAI 2026

HyperGOOD: Towards Out-of-Distribution Detection in Hypergraphs AAAI 2026

Multi-Modal Style Transfer-based Prompt Tuning for Efficient Federated Domain Generalization AAAI 2026

From Attribution to Action: Jointly ALIGNing Predictions and Explanations AAAI 2026

Graph Out-of-Distribution Detection via Test-Time Calibration with Dual Dynamic Dictionaries AAAI 2026

Balancing Multimodal Domain Generalization via Gradient Modulation and Projection AAAI 2026

Fair Domain Generalization: An Information-Theoretic View AAAI 2026

MoE^2: A Mixture-of-Mixtures of Experts for Ensemble-Free Domain Generalization AAAI 2026

MultiTab: A Scalable Foundation for Multitask Learning on Tabular Data 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

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

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

Quantifying the Potential to Escape Filter Bubbles: A Behavior-Aware Measure via Contrastive Simulation AAAI 2026

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