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domain generalization

1,679 papers

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DG

Co-occurring keywords · papers mentioning both

domain adaptation (259) distribution shift (160) transfer learning (154) representation learning (136) out-of-distribution generalization (132) data augmentation (108) semantic segmentation (96) vision-language model (87) zero-shot learning (78) few-shot learning (76)

Papers

Clustered Invariant Risk Minimization AISTATS 2025 CoDet-M4: Detecting Machine-Generated Code in Multi-Lingual, Multi-Generator and Multi-Domain Settings ACL 2025 Combining Inherent Knowledge of Vision-Language Models with Unsupervised Domain Adaptation through Strong-Weak Guidance WACV 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 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 Clustering-based Retrieval for Scalable and Robust Image Captioning ACL 2025 Cross-Modal Feature Alignment and MMD Improve Robustness of Prompt Tuning WACV 2025 Customizing Domain Adapters for Domain Generalization ICCV 2025 DADM: Dual Alignment of Domain and Modality for Face Anti-spoofing ICCV 2025 DDB: Diffusion Driven Balancing to Address Spurious Correlations ICCV 2025 Debiased Multimodal Understanding for Human Language Sequences AAAI 2025 Decoupled Finetuning for Domain Generalizable Semantic Segmentation ICLR 2025 DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis ICCV 2025 Detecting Out-of-Distribution Through the Lens of Neural Collapse CVPR 2025 DexWild: Dexterous Human Interactions for In-the-Wild Robot Policies RSS 2025 Diffusion-based Source-biased Model for Single Domain Generalized Object Detection ICCV 2025 Diffusion Guided Adaptive Augmentation for Generalization in Visual Reinforcement Learning ICCV 2025 Directional Gradient Projection for Robust Fine-Tuning of Foundation Models ICLR 2025 DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data EMNLP 2025