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Domain Adaptation

8,962 papers

Papers per year

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1443
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Papers

FinMoE: A MoE-based Large Chinese Financial Language Model COLING 2025
Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain COLING 2025
Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs COLING 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
BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study 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
NUST Nova at RIRAG 2025: A Hybrid Framework for Regulatory Information Retrieval and Question Answering COLING 2025
Adapting Whisper for Regional Dialects: Enhancing Public Services for Vulnerable Populations in the United Kingdom COLING 2025
Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks CONLL 2025
Bridging the Socioeconomic Gap in Education: A Hybrid AI and Human Annotation Approach CONLL 2025
DLU: Dictionary Look-Up Data and Prediction CONLL 2025
AdaptCMVC: Robust Adaption to Incremental Views in Continual Multi-view Clustering CVPR 2025
Free on the Fly: Enhancing Flexibility in Test-Time Adaptation with Online EM CVPR 2025
SnowMaster: Comprehensive Real-world Image Desnowing via MLLM with Multi-Model Feedback Optimization CVPR 2025
GAF: Gaussian Avatar Reconstruction from Monocular Videos via Multi-view Diffusion CVPR 2025
Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment CVPR 2025
Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation CVPR 2025
A Theory of Learning Unified Model via Knowledge Integration from Label Space Varying Domains CVPR 2025
Data-free Universal Adversarial Perturbation with Pseudo-semantic Prior CVPR 2025
DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles CVPR 2025
PhysicsGen: Can Generative Models Learn from Images to Predict Complex Physical Relations? CVPR 2025
Anatomical Consistency and Adaptive Prior-informed Transformation for Multi-contrast MR Image Synthesis via Diffusion Model CVPR 2025
HSI: A Holistic Style Injector for Arbitrary Style Transfer CVPR 2025