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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Deepfake Detection that Generalizes Across Benchmarks WACV 2026
The Finer the Better: Towards Granular-aware Open-set Domain Generalization AAAI 2026
Shaping Parameter Contribution Patterns for Out-of-Distribution Detection AAAI 2026
From Attribution to Action: Jointly ALIGNing Predictions and Explanations AAAI 2026
Balancing Multimodal Domain Generalization via Gradient Modulation and Projection AAAI 2026
Fair Domain Generalization: An Information-Theoretic View AAAI 2026
CauVQ: Causal Vector Quantization for Graph OOD Generalization AAAI 2026
Enabling Delayed-Full Charging Through Transformer-Based Real-Time-to-Departure Modeling for EV Battery Longevity AAAI 2026
Domain-Aware Suppression and Aggregation for Federated DG ReID AAAI 2026
Frequency-Aware Vision-Language Multimodality Generalization Network for Remote Sensing Image Classification AAAI 2026
Zero-Shot Open-Schema Entity Structure Discovery EACL 2026
MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment AAAI 2026
SPARTA: Evaluating Reasoning Segmentation Robustness through Black-Box Adversarial Paraphrasing in Text Autoencoder Latent Space EACL 2026
Spectral Property-Driven Data Augmentation for Hyperspectral Single-Source Domain Generalization AAAI 2026
Decoupling Scene Perception and Ego Status: A Multi-Context Fusion Approach for Enhanced Generalization in End-to-End Autonomous Driving AAAI 2026
Pretraining Helps When Capacity Allows: Evidence from Ultra-Small ConvNets WACV 2026
Beyond Semantic Features: Pixel-level Mapping for Generalized AI-Generated Image Detection AAAI 2026
Piercing the Fog: Disentangling Key Features for Vision Models in Multi-Degradation Scenarios AAAI 2026
Assessing and Improving Punctuation Robustness in English-Marathi Machine Translation EACL 2026
AnyBald: Toward Realistic Diffusion-Based Hair Removal In-The-Wild WACV 2026
Unsupervised Modular Adaptive Region Growing and RegionMix Classification for Wind Turbine Segmentation WACV 2026
Domain Generalizing DINO for Visual Regression via Latent Distractor Subspace Consistency WACV 2026
Do GUI Grounders Truly Understand UI Elements? EACL 2026
An Interactive Simulation Framework by Ensemble Imitation Learning Agents for Training Robust Trading Policies AAAI 2026
MultiCW: A Large-Scale Balanced Benchmark Dataset for Training Robust Check-Worthiness Detection Models EACL 2026