Domain Generalization

DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models CVPR 2025 Dual-Path Counterfactual Integration for Multimodal Aspect-Based Sentiment Classification EMNLP 2025 Efficient Cross-modal Prompt Learning with Semantic Enhancement for Domain-robust Fake News Detection COLING 2025 Efficient Reinforcement Learning Through Adaptively Pretrained Visual Encoder AAAI 2025 Enhancing Generalizability in Molecular Conformation Generation with METRIZATION-Informed Geometric Diffusion Pretraining AAAI 2025 Enhancing Low-Light Images: A Synthetic Data Perspective on Practical and Generalizable Solutions AAAI 2025 Enhancing Transformers for Generalizable First-Order Logical Entailment ACL 2025 Enhancing Vision-Language Few-Shot Adaptation with Negative Learning WACV 2025 Enpowering Your Pansharpening Models with Generalizability: Unified Distribution is All You Need ICCV 2025 ERF: A Benchmark Dataset for Robust Semantic Segmentation Under Extreme Rainfall Conditions AAAI 2025 ERM++: An Improved Baseline for Domain Generalization WACV 2025 EvoBench: Towards Real-world LLM-Generated Text Detection Benchmarking for Evolving Large Language Models ACL 2025 EvoCL: Continual Learning over Evolving Domains WACV 2025 Expand Horizon: Graph Out-of-Distribution Generalization via Multi-Level Environment Inference AAAI 2025 ExpertDiff: Head-less Model Reprogramming with Diffusion Classifiers for Out-of-Distribution Generalization IJCAI 2025 Explaining Domain Shifts in Language: Concept Erasing for Interpretable Image Classification CVPR 2025 Exploiting Domain Properties in Language-Driven Domain Generalization for Semantic Segmentation ICCV 2025 Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging ACL 2025 Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation ICCV 2025 Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios EMNLP 2025 Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation AAAI 2025 Extending Foundational Monocular Depth Estimators to Fisheye Cameras with Calibration Tokens ICCV 2025 External Memory Matters: Generalizable Object-Action Memory for Retrieval-Augmented Long-Term Video Understanding IJCAI 2025 FADE: Towards Fairness-aware Data Generation for Domain Generalization via Classifier-Guided Score-based Diffusion Models IJCAI 2025 Fair Domain Generalization with Heterogeneous Sensitive Attributes Across Domains WACV 2025