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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Can Out-of-Domain Data Help to Learn Domain-Specific Prompts for Multimodal Misinformation Detection? WACV 2025
Cross-Modal Feature Alignment and MMD Improve Robustness of Prompt Tuning WACV 2025
Seeing Culture: A Benchmark for Visual Reasoning and Grounding EMNLP 2025
Graph OOD Detection via Plug-and-Play Energy-based Evaluation and Propagation IJCAI 2025
CasP: Improving Semi-Dense Feature Matching Pipeline Leveraging Cascaded Correspondence Priors for Guidance ICCV 2025
Federated Domain Generalization with Decision Insight Matrix IJCAI 2025
A Parametric Approach to Adversarial Augmentation for Cross-Domain Iris Presentation Attack Detection WACV 2025
Divergent Domains Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading WACV 2025
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts WACV 2025
Towards Robust Training via Gradient-Diversified Backpropagation WACV 2025
Learning Semantic Part-Based Graph Structure for 3D Point Cloud Domain Generalization WACV 2025
INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information IJCNLP 2025
Generalizing to Unseen Disaster Events: A Causal View IJCNLP 2025
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization WACV 2025
CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model CVPR 2025
Open-Vocabulary Functional 3D Scene Graphs for Real-World Indoor Spaces CVPR 2025
GUI-Xplore: Empowering Generalizable GUI Agents with One Exploration CVPR 2025
Leveraging Large Models to Evaluate Novel Content: A Case Study on Advertisement Creativity EMNLP 2025
Waste-Bench: A Comprehensive Benchmark for Evaluating VLLMs in Cluttered Environments EMNLP 2025
Not all Views are Created Equal: Analyzing Viewpoint Instabilities in Vision Foundation Models ICCV 2025
The Visual Counter Turing Test (VCT²): A Benchmark for Evaluating AI-Generated Image Detection and the Visual AI Index (V_AI) IJCNLP 2025
Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data IJCNLP 2025
TRUST-VL: An Explainable News Assistant for General Multimodal Misinformation Detection EMNLP 2025
Learning Real Facial Concepts for Independent Deepfake Detection IJCAI 2025
Improving Document Retrieval Coherence for Semantically Equivalent Queries AACL 2025