Domain Adaptation

Addressing Misspecification in Simulation-based Inference through Data-driven Calibration ICML 2025 A Deployed Online Reinforcement Learning Algorithm in an Oral Health Clinical Trial AAAI 2025 ADIOS: Antibody Development via Opponent Shaping ICML 2025 Adjustment for Confounding using Pre-Trained Representations ICML 2025 AdminSet and AdminBERT: a Dataset and a Pre-trained Language Model to Explore the Unstructured Maze of French Administrative Documents COLING 2025 AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments CVPR 2025 ADU: Adaptive Detection of Unknown Categories in Black-Box Domain Adaptation CVPR 2025 A Dual Contrastive Learning Framework for Enhanced Hate Speech Detection in Low-Resource Languages COLING 2025 Advancing E-commerce Merchants Telemarketing with Synthetic Data-Driven LLMs EMNLP 2025 Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models EMNLP 2025 Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025 Advancing Stain Transfer for Multi-Biomarkers: A Human Annotation-Free Method Based on Auxiliary Task Supervision IJCAI 2025 Advancing Subjectivity Detection in Bengali News Articles Using Transformer Models with POS-Aware Features AACL 2025 Adversarial Alignment with Anchor Dragging Drift (A3D2): Multimodal Domain Adaptation with Partially Shifted Modalities ACL 2025 Adversarial Robustness of Discriminative Self-Supervised Learning in Vision ICCV 2025 Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings ACL 2025 AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis CVPR 2025 AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text EMNLP 2025 A General Representation-Based Approach to Multi-Source Domain Adaptation ICML 2025 A Generic Vehicle-to-Sensor Calibration Framework WACV 2025 Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems AAAI 2025 Agent-as-Judge for Factual Summarization of Long Narratives EMNLP 2025 Agri-CM3: A Chinese Massive Multi-modal, Multi-level Benchmark for Agricultural Understanding and Reasoning ACL 2025 AH-OCDA: Amplitude-Based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation WACV 2025 A Hybrid LLM and Supervised Model Pipeline for Polymer Property Extraction from Tables in Scientific Literature AACL 2025