Domain Adaptation

Uncertainty-Based Extensible Codebook for Discrete Federated Learning in Heterogeneous Data Silos ICML 2025 Uncertainty Quantification for LLM-Based Survey Simulations ICML 2025 UncleLM at SemEval-2025 Task 11: RAG-Based Few-Shot Learning and Fine-Tuned Encoders for Multilingual Emotion Detection SemEval 2025 Understanding Cross-Domain Adaptation in Low-Resource Topic Modeling ACL 2025 Understanding Generalization in Quantum Machine Learning with Margins ICML 2025 Understanding Model Reprogramming for CLIP via Decoupling Visual Prompts ICML 2025 Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach ICML 2025 Understanding Overadaptation in Supervised Fine-Tuning: The Role of Ensemble Methods ICML 2025 Understanding the Influence of Synthetic Data for Text Embedders ACL 2025 Understanding the Limits of Deep Tabular Methods with Temporal Shift ICML 2025 Understanding the Statistical Accuracy-Communication Trade-off in Personalized Federated Learning with Minimax Guarantees ICML 2025 Understand, Solve and Translate: Bridging the Multilingual Mathematical Reasoning Gap EMNLP 2025 UniDxMD: Towards Unified Representation for Cross-Modal Unsupervised Domain Adaptation in 3D Semantic Segmentation ICCV 2025 Unified Analysis of Continuous Weak Features Learning with Applications to Learning from Missing Data ICML 2025 Unified Graph Neural Networks Pre-training for Multi-domain Graphs AAAI 2025 Unified World Models: Coupling Video and Action Diffusion for Pretraining on Large Robotic Datasets RSS 2025 Unifying Knowledge from Diverse Datasets to Enhance Spatial-Temporal Modeling: A Granularity-Adaptive Geographical Embedding Approach ICML 2025 UniGEM: A Unified Approach to Generation and Property Prediction for Molecules ICLR 2025 UniMatch: Universal Matching from Atom to Task for Few-Shot Drug Discovery ICLR 2025 UniNet: A Contrastive Learning-guided Unified Framework with Feature Selection for Anomaly Detection CVPR 2025 UniSim: A Unified Simulator for Time-Coarsened Dynamics of Biomolecules ICML 2025 UniversalBooth: Model-Agnostic Personalized Text-to-Image Generation ICCV 2025 Universal Domain Adaptation for Semantic Segmentation CVPR 2025 Universal Domain Adaptive Object Detection via Dual Probabilistic Alignment AAAI 2025 Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient AAAI 2025