Domain Adaptation

RoboSpatial: Teaching Spatial Understanding to 2D and 3D Vision-Language Models for Robotics CVPR 2025 RoboTron-Sim: Improving Real-World Driving via Simulated Hard-Case ICCV 2025 Robot Trains Robot: Automatic Real-World Policy Adaptation and Learning for Humanoids CoRL 2025 RoboVerse: A Unified Platform, Benchmark and Dataset for Scalable and Generalizable Robot Learning RSS 2025 Robust Conformal Outlier Detection under Contaminated Reference Data ICML 2025 RobustLight: Improving Robustness via Diffusion Reinforcement Learning for Traffic Signal Control ICML 2025 Robust Spatio-Temporal Centralized Interaction for OOD Learning ICML 2025 Robust Test-Time Adaptation for Single Image Denoising Using Deep Gaussian Prior ICCV 2025 Robust Watermarking Using Generative Priors Against Image Editing: From Benchmarking to Advances ICLR 2025 RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise AAAI 2025 ROGRAG: A Robustly Optimized GraphRAG Framework ACL 2025 ROMAN: Open-Set Object Map Alignment for Robust View-Invariant Global Localization RSS 2025 RoMath: A Mathematical Reasoning Benchmark in Romanian EMNLP 2025 ROVI: A VLM-LLM Re-Captioned Dataset for Open-Vocabulary Instance-Grounded Text-to-Image Generation ICCV 2025 RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data AAAI 2025 R-TPT: Improving Adversarial Robustness of Vision-Language Models through Test-Time Prompt Tuning CVPR 2025 RUBRIC-MQM : Span-Level LLM-as-judge in Machine Translation For High-End Models ACL 2025 RuCCoD: Towards Automated ICD Coding in Russian EMNLP 2025 Rumor Detection on Social Media with Temporal Propagation Structure Optimization COLING 2025 RUNA: Object-Level Out-of-Distribution Detection via Regional Uncertainty Alignment of Multimodal Representations AAAI 2025 S4M: S4 for multivariate time series forecasting with Missing values ICLR 2025 SADA: Semantic Adversarial Unsupervised Domain Adaptation for Temporal Action Localization WACV 2025 SAG: Enhancing Domain-Specific Information Retrieval with Semantic-Augmented Graphs EMNLP 2025 SAGI: Semantically Aligned and Uncertainty Guided AI Image Inpainting ICCV 2025 SAIL: Faster-than-Demonstration Execution of Imitation Learning Policies CoRL 2025