Domain Generalization

UnrealZoo: Enriching Photo-realistic Virtual Worlds for Embodied AI ICCV 2025 Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation EMNLP 2025 Waste-Bench: A Comprehensive Benchmark for Evaluating VLLMs in Cluttered Environments EMNLP 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 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 WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning EMNLP 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 Achieving Domain-Independent Certified Robustness via Knowledge Continuity NeurIPS 2024 Active Reinforcement Learning for Robust Building Control AAAI 2024 AdanCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer NeurIPS 2024 AdaNeg: Adaptive Negative Proxy Guided OOD Detection with Vision-Language Models NeurIPS 2024 Adaptive Domain Learning for Cross-domain Image Denoising NeurIPS 2024 A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data NeurIPS 2024 Adding User Feedback To Enhance CB-Whisper Interspeech 2024 ADFactory: An Effective Framework for Generalizing Optical Flow with NeRF CVPR 2024 A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation CVPR 2024 Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models NeurIPS 2024 Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler NeurIPS 2024 Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive ICLR 2024 AdvST: Revisiting Data Augmentations for Single Domain Generalization AAAI 2024