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Domain Generalization

1760 directly classified papers

Papers per year

Papers

PoolAtnRes: Towards Generalisable Differential Morphing Attack Detection WACV 2025
Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data IJCNLP 2025
Federated Domain Generalization with Decision Insight Matrix IJCAI 2025
Unleashing the Power of Visual Foundation Models for Generalizable Semantic Segmentation AAAI 2025
Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model AAAI 2025
Unlocking Generalization Power in LiDAR Point Cloud Registration CVPR 2025
Graph OOD Detection via Plug-and-Play Energy-based Evaluation and Propagation IJCAI 2025
ERF: A Benchmark Dataset for Robust Semantic Segmentation Under Extreme Rainfall Conditions AAAI 2025
Efficient Cross-modal Prompt Learning with Semantic Enhancement for Domain-robust Fake News Detection COLING 2025
TRUST-VL: An Explainable News Assistant for General Multimodal Misinformation Detection EMNLP 2025
DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning EMNLP 2025
WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning EMNLP 2025
C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection AAAI 2025
Leveraging Large Models to Evaluate Novel Content: A Case Study on Advertisement Creativity EMNLP 2025
Seeing Culture: A Benchmark for Visual Reasoning and Grounding EMNLP 2025
Waste-Bench: A Comprehensive Benchmark for Evaluating VLLMs in Cluttered Environments EMNLP 2025
SWE-MERA: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks EMNLP 2025
Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning CVPR 2025
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization WACV 2025
Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments AAAI 2025
Subgraph Invariant Learning Towards Large-Scale Graph Node Classification AAAI 2025
Robustness Evaluation of the German Extractive Question Answering Task COLING 2025
"What is Different Between These Datasets?" A Framework for Explaining Data Distribution Shifts JMLR 2025
Image-Caption Encoding for Improving Zero-Shot Generalization WACV 2025
Learning Semantic Part-Based Graph Structure for 3D Point Cloud Domain Generalization WACV 2025