Domain Adaptation

BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modeling ICML 2025 Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025 Bridge Then Begin Anew: Generating Target-Relevant Intermediate Model for Source-Free Visual Emotion Adaptation AAAI 2025 Bridging Discourse Treebanks with a Unified Rhetorical Structure Parser EMNLP 2025 Bridging Fairness and Efficiency in Conformal Inference: A Surrogate-Assisted Group-Clustered Approach ICML 2025 Bridging Information Asymmetry in Text-video Retrieval: A Data-centric Approach ICLR 2025 Bridging Knowledge Gap Between Image Inpainting and Large-Area Visible Watermark Removal AAAI 2025 Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba for End-to-end Whole Slide Image Analysis ICCV 2025 Bridging Modality Gap for Effective Multimodal Sentiment Analysis in Fashion-related Social Media COLING 2025 Bridging the Bandwidth Gap: A Mixed Band Telephonic Urdu ASR Approach with Domain Adaptation for Banking Applications COLING 2025 Bridging the Embodiment Gap in Agricultural Knowledge Representation for Language Models ACL 2025 Bridging the Gap for Test-Time Multimodal Sentiment Analysis AAAI 2025 Bridging the Gap: Instruction-Tuned LLMs for Scientific Named Entity Recognition AACL 2025 Bridging the Gap with RedSQL: A Russian Text-to-SQL Benchmark for Domain-Specific Applications ACL 2025 Bridging the Sim-to-Real Gap for Athletic Loco-Manipulation RSS 2025 Bridging the Socioeconomic Gap in Education: A Hybrid AI and Human Annotation Approach CoNLL 2025 Bridging the Visual Gap: Fine-Tuning Multimodal Models with Knowledge-Adapted Captions NAACL 2025 BSAFusion: A Bidirectional Stepwise Feature Alignment Network for Unaligned Medical Image Fusion AAAI 2025 Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information EMNLP 2025 Byzantine-Resilient Federated Alternating Gradient Descent and Minimization for Partly-Decoupled Low Rank Matrix Learning ICML 2025 CABIN: Debiasing Vision-Language Models Using Backdoor Adjustments IJCAI 2025 CACE: Sim-to-Real Indoor 3D Semantic Segmentation via Context-Aware Augmentation and Consistency Enforcement WACV 2025 CaDA: Cross-Problem Routing Solver with Constraint-Aware Dual-Attention ICML 2025 CADDreamer: CAD Object Generation from Single-view Images CVPR 2025 CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning AAAI 2025