Domain Generalization

All Roads Lead to Rome: Exploring Edge Distribution Shifts for Heterophilic Graph Learning IJCAI 2025 Analyzing the Synthetic-to-Real Domain Gap in 3D Hand Pose Estimation CVPR 2025 A new framework for evaluating model out-of-distribution generalisation for the biochemical domain ICLR 2025 A Parametric Approach to Adversarial Augmentation for Cross-Domain Iris Presentation Attack Detection WACV 2025 ASGS: Single-Domain Generalizable Open-Set Object Detection via Adaptive Subgraph Searching ICCV 2025 A Similarity Paradigm Through Textual Regularization Without Forgetting AAAI 2025 Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization CVPR 2025 Balancing Invariant and Specific Knowledge for Domain Generalization with Online Knowledge Distillation IJCAI 2025 BanglaMATH : A Bangla benchmark dataset for testing LLM mathematical reasoning at grades 6, 7, and 8 EMNLP 2025 Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks AAAI 2025 Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery CVPR 2025 BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models EMNLP 2025 Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models CoNLL 2025 Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness ICLR 2025 Bias in Gender Bias Benchmarks: How Spurious Features Distort Evaluation ICCV 2025 Bidirectional Multi-Step Domain Generalization for Visible-Infrared Person Re-Identification WACV 2025 Bilingual Evaluation of Language Models on General Knowledge in University Entrance Exams with Minimal Contamination COLING 2025 Black Sheep in the Herd: Playing with Spuriously Correlated Attributes for Vision-Language Recognition ICLR 2025 Boosting Domain Generalized and Adaptive Detection with Diffusion Models: Fitness, Generalization, and Transferability ICCV 2025 BrainOOD: Out-of-distribution Generalizable Brain Network Analysis ICLR 2025 Bridging Domain Generalization to Multimodal Domain Generalization via Unified Representations ICCV 2025 Bridging the Gap Between Ideal and Real-world Evaluation: Benchmarking AI-Generated Image Detection in Challenging Scenarios ICCV 2025 C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection AAAI 2025 Can Out-of-Distribution Evaluations Uncover Reliance on Prediction Shortcuts? A Case Study in Question Answering EMNLP 2025 Can Out-of-Domain Data Help to Learn Domain-Specific Prompts for Multimodal Misinformation Detection? WACV 2025