domain generalization

SALAD: Improving Robustness and Generalization through Contrastive Learning with Structure-Aware and LLM-Driven Augmented Data NAACL 2025 SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation WACV 2025 SciVid: Cross-Domain Evaluation of Video Models in Scientific Applications ICCV 2025 Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes CVPR 2025 Seeking Rational Demonstrations for Large Language Models: A Domain Generalization Approach to Unsupervised Cross-Domain Keyphrase Generation ACL 2025 Set Valued Predictions For Robust Domain Generalization ICML 2025 Severing Spurious Correlations with Data Pruning ICLR 2025 Sim-to-Real Causal Transfer: A Metric Learning Approach to Causally-Aware Interaction Representations CVPR 2025 Simulating Dual-Pixel Images From Ray Tracing For Depth Estimation ICCV 2025 Single Domain Generalization for Few-Shot Counting via Universal Representation Matching CVPR 2025 SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning CVPR 2025 SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025 Speech Act Patterns for Improving Generalizability of Explainable Politeness Detection Models ACL 2025 Split-and-Combine: Enhancing Style Augmentation for Single Domain Generalization ICCV 2025 Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model AAAI 2025 SSHNet: Unsupervised Cross-modal Homography Estimation via Problem Reformulation and Split Optimization CVPR 2025 StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment IJCAI 2025 Stem-OB: Generalizable Visual Imitation Learning with Stem-Like Convergent Observation through Diffusion Inversion ICLR 2025 Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation ICCV 2025 Style Evolving along Chain-of-Thought for Unknown-Domain Object Detection CVPR 2025 Style-Pro: Style-Guided Prompt Learning for Generalizable Vision-Language Models WACV 2025 Subgraph Aggregation for Out-of-Distribution Generalization on Graphs AAAI 2025 Sufficient Invariant Learning for Distribution Shift CVPR 2025 SuLoRA: Subspace Low-Rank Adaptation for Parameter-Efficient Fine-Tuning ACL 2025 Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training ICCV 2025