← Application Areas
Machine Learning › Application Areas ›

Domain Adaptation

8656 directly classified papers

Papers per year

Papers

No Size Fits All: The Perils and Pitfalls of Leveraging LLMs Vary with Company Size COLING 2025
MULTIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities EMNLP 2025
Efficient Vocabulary Reduction for Small Language Models COLING 2025
Bridging the Bandwidth Gap: A Mixed Band Telephonic Urdu ASR Approach with Domain Adaptation for Banking Applications COLING 2025
GraphRAG Analysis for Financial Narrative Summarization and A Framework for Optimizing Domain Adaptation COLING 2025
Steering Guidance for Personalized Text-to-Image Diffusion Models ICCV 2025
Cross-table Synthetic Tabular Data Detection COLING 2025
Random at GenAI Detection Task 3: A Hybrid Approach to Cross-Domain Detection of Machine-Generated Text with Adversarial Attack Mitigation COLING 2025
Bilingual BSARD: Extending Statutory Article Retrieval to Dutch COLING 2025
MST-R: Multi-Stage Tuning for Retrieval Systems and Metric Evaluation COLING 2025
Adapting Whisper for Regional Dialects: Enhancing Public Services for Vulnerable Populations in the United Kingdom COLING 2025
ProMALex: Progressive Modular Adapters for Multi-Jurisdictional Legal Language Modeling ACL 2025
Hybrid-TTA: Continual Test-time Adaptation via Dynamic Domain Shift Detection ICCV 2025
Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training ACL 2025
Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation AAAI 2025
Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models ACL 2025
Low-Biased General Annotated Dataset Generation CVPR 2025
Exploring Weather-aware Aggregation and Adaptation for Semantic Segmentation under Adverse Conditions ICCV 2025
Light Transport-aware Diffusion Posterior Sampling for Single-View Reconstruction of 3D Volumes CVPR 2025
Drift-Adapter: A Practical Approach to Near Zero-Downtime Embedding Model Upgrades in Vector Databases EMNLP 2025
Latent Drifting in Diffusion Models for Counterfactual Medical Image Synthesis CVPR 2025
Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025
FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration ICCV 2025
Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025
CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025