Domain Generalization

CAN-ST: Clustering Adaptive Normalization for Spatio-temporal OOD Learning IJCAI 2025 Can Vision-Language Models Evaluate Handwritten Math? ACL 2025 Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data IJCNLP 2025 CasP: Improving Semi-Dense Feature Matching Pipeline Leveraging Cascaded Correspondence Priors for Guidance ICCV 2025 Cause-Effect Driven Optimization for Robust Medical Visual Question Answering with Language Biases IJCAI 2025 Challenges for AI in Multimodal STEM Assessments: a Human-AI Comparison ACL 2025 CoDet-M4: Detecting Machine-Generated Code in Multi-Lingual, Multi-Generator and Multi-Domain Settings ACL 2025 Combatting Dimensional Collapse in LLM Pre-Training Data via Submodular File Selection ICLR 2025 COME: Dual Structure-Semantic Learning with Collaborative MoE for Universal Lesion Detection Across Heterogeneous Ultrasound Datasets ICCV 2025 Community Forensics: Using Thousands of Generators to Train Fake Image Detectors CVPR 2025 ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalizatio WACV 2025 ConstStyle: Robust Domain Generalization with Unified Style Transformation ICCV 2025 ConText-LE: Cross-Distribution Generalization for Longitudinal Experiential Data via Narrative-Based LLM Representations EMNLP 2025 CoSMIC: Continual Self-supervised Learning for Multi-Domain Medical Imaging via Conditional Mutual Information Maximization ICCV 2025 COSTARR: Consolidated Open Set Technique with Attenuation for Robust Recognition ICCV 2025 CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model CVPR 2025 COUNTS: Benchmarking Object Detectors and Multimodal Large Language Models under Distribution Shifts CVPR 2025 Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization WACV 2025 Cross-Category Subjectivity Generalization for Style-Adaptive Sketch Re-ID ICCV 2025 Cross-Modal Feature Alignment and MMD Improve Robustness of Prompt Tuning WACV 2025 Current Semantic-change Quantification Methods Struggle with Discovery in the Wild EMNLP 2025 Curriculum Debiasing: Toward Robust Parameter-Efficient Fine-Tuning Against Dataset Biases ACL 2025 Customizing Domain Adapters for Domain Generalization ICCV 2025 DADM: Dual Alignment of Domain and Modality for Face Anti-spoofing ICCV 2025 DA-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning EMNLP 2025