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domain generalization

1,679 papers

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Also known as

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

TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs AAAI 2025 Tra-MoE: Learning Trajectory Prediction Model from Multiple Domains for Adaptive Policy Conditioning CVPR 2025 TTA-FedDG: Leveraging Test-Time Adaptation to Address Federated Domain Generalization AAAI 2025 Uncertainty-Instructed Structure Injection for Generalizable HD Map Construction CVPR 2025 Uni$^2$Det: Unified and Universal Framework for Prompt-Guided Multi-dataset 3D Detection ICLR 2025 UniDemoiré: Towards Universal Image Demoiréing with Data Generation and Synthesis AAAI 2025 UniDet3D: Multi-dataset Indoor 3D Object Detection AAAI 2025 UniNet: A Contrastive Learning-guided Unified Framework with Feature Selection for Anomaly Detection CVPR 2025 Unleashing the Power of Visual Foundation Models for Generalizable Semantic Segmentation AAAI 2025 Unlocking Generalization Power in LiDAR Point Cloud Registration CVPR 2025 Unraveling Normal Anatomy via Fluid-Driven Anomaly Randomization CVPR 2025 UnrealZoo: Enriching Photo-realistic Virtual Worlds for Embodied AI ICCV 2025 Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation EMNLP 2025 Visual Modality Prompt for Adapting Vision-Language Object Detectors ICCV 2025 WeatherGFM: Learning a Weather Generalist Foundation Model via In-context Learning ICLR 2025 "What is Different Between These Datasets?" A Framework for Explaining Data Distribution Shifts JMLR 2025 What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization ICCV 2025 When and How Does CLIP Enable Domain and Compositional Generalization? ICML 2025 When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text ACL 2025 When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach CVPR 2025 When Lighting Deceives: Exposing Vision-Language Models' Illumination Vulnerability Through Illumination Transformation Attack ICCV 2025 Zero-Shot Scene Change Detection AAAI 2025 A2XP: Towards Private Domain Generalization CVPR 2024 Achievable distributional robustness when the robust risk is only partially identified NeurIPS 2024 Active Reinforcement Learning for Robust Building Control AAAI 2024